SlideShare a Scribd company logo
International Journal of UbiComp (IJU), Vol.3, No.1, January 2012
DOI:10.5121/iju.2012.3104 33
A NOVEL AND COST EFFECTIVE APPROACH TO
PUBLIC VEHICLE TRACKING SYSTEM
Deepak Mishra1
, Apurv Vasal2
, Puneet Tandon1
1
PDPM Indian Institute of Information Technology, Design and Manufacturing,
Jabalpur, Madhya Pradesh, India
2
Space Applications Centre (ISRO), Ahmedabad, Gujarat, India
deemish@iiitdmj.ac.in, apurv@sac.isro.gov.in, ptandon@iiitdmj.ac.in
ABSTRACT
There are lots of efforts being made by public transport corporations to improve public vehicle occupancy
by requesting the public to use public transport over other modes of transportation. It can be noted that if
the passenger knows with high confidence that the bus is going to come, he/she will definitely wait rather
than opting for other modes of transport. Efficient information can therefore help the users to choose faster
and more easier connections which saves their time. Trends in wireless technology like Global System for
Mobile communication (GSM) and Radio Frequency Identification (RFID) have resulted in easier and
faster communication. This paper presents a vehicle tracking system by integrating both of the above
mentioned technologies. The central server uses geographic information system (GIS) to track vehicles to
display the position information on the electronic map. This paper suggests a new cost-effective way for
tracking a vehicle in public transport domain and compares proposed technique to some of the methods
advised previously for tracking public vehicles.
KEYWORDS
Public Vehicle Tracking, GSM, RFID
1. INTRODUCTION
One of the major problems faced by public transport systems is low occupancy rate. One reason
for this is that a passenger normally does not know the public vehicle scheduling information and
its arrival timing information at predefined stops. Thus, it is possible to motivate a passenger to
opt for public vehicles having predefined routes by providing the vehicle location and time of
arrival at respective stoppage. Large cities with fleet of vehicles require a system to determine
location of movement of passenger vehicles at a given time. The future intelligent transportation
system (ITS) will rely predominantly on several vehicle communication systems [1] including
peer-to-peer and peer-to-base station communications. Thus, this system provides the facility to
know about the time for arrival at different stops and the location of public vehicles having
predefined routes. This paper introduces a system that:
(i) provides a very cost-effective solution as compared to existing technologies for
tracking public vehicles , and
International Journal of UbiComp (IJU), Vol.3, No.1, January 2012
34
(ii) offers an open architecture that can be easily expanded to other applications.
In this paper, we have dealt with vehicles travelling in 2D object space. In a two-dimensional
object space, vehicles may follow two types of routes like static and dynamic. Trains generally
follow static routes as they move through intermediate stations up to destination station. Their
routes are fixed in the form of railway tracks. Public Transport usually uses fixed intra-city routes
that are static. On the other side private vehicles follow random path; they are free to choose their
path and hence their routes are dynamic.
The development and validation of the system in the present work has been carried out for the
city of Jabalpur (India) and the public transport system here, is referred as Metro buses. In this
paper, we present an extensible public vehicle position tracking system (PVPTS) that deploys
data transmission capabilities of the Global System for Mobile Communication (GSM). Our
design is extensible to bigger cities where many public vehicles are required to be simultaneously
tracked and monitored. The local bus, train arrival information can be provided to the passengers
using this system. A background of the relevant technologies used for tracking is given in Section
2. Existing technologies are discussed in Section 3; while section4 contains methodolgy. Section
5 describes the implementation of PVPTS. Section 6 discusses on low cost solution. Section 7
shows system testing and results. Section 8 compares and contrasts this system with other PVPTS
systems and concludes with a discussion on future directions for this research project.
2. BACKGROUND
The One of the possible reasons for people preferring private vehicles over public vehicles is that
a passenger normally does not have exact information about the public vehicle arrival timing at
their stops. By providing reliable public vehicle arrival information to the passengers at
predefined stops, it is expected to improve the public vehicle occupancy. This is beneficial to both
the passengers and public transport corporations. Tracking of a vehicle can be expressed as
continuously monitoring of a vehicle. Tracking of buses can be useful for the automation of
existing transportation systems [2]. By the use of tracking the information about bus-arrival
timing can be easily provided to the passengers.
The different wireless technologies available today have resulted in the reliable and faster
communication. GSM is an open, digital cellular technology used for transmitting mobile voice
and data services [3]. GSM has become the world’s fastest growing mobile communication
standard. GSM networks operate in a number of different carrier frequency ranges (separated
into GSM frequency ranges for 2G and UMTS frequency bands for 3G), with most 2G GSM
networks operating in the 900 MHz or 1800 MHz bands. The GSM network is structured into a
number of discrete sections:
(i) The Base Station Subsystem (the base stations and their controllers).
(ii) The Network and Switching Subsystem (the part of the network most similar to a fixed
network). This is sometimes also just called the core network.
(iii)The GPRS Core Network (the optional part which allows packet based Internet
connections).
(iv) The Operations support system (OSS) for maintenance of the network.
Radio-Frequency Identification (RFID) is a wireless sensor technology which is based on the
detection of electromagnetic signals [4]. There is emission of radio waves from the transmitter
which can reach up to 100 feet or more, depending on its power output and the radio frequency
International Journal of UbiComp (IJU), Vol.3, No.1, January 2012
35
used. RFID can be employed for different applications. RFID is used successfully in a variety of
industries for different purposes. It is used for tagging and identifying the different items in a
store. In the construction industry, RFID is used successfully for the tracking of pipe spools,
structural steel members and as an on-site support system [5, 6].
3. EXISTING TECHNOLOGIES
There are many tracking applications available in the market for tracking of various public
vehicles. One of the cost-effective technique for vehicle tracking is the ‘vehicle card’ technique
[7], which uses STD phone booths and a specially designed vehicle-card. Vehicle owner is
required to carry a card to the nearest tracking point, basically a designated STD booth on vehicle
routes, at major vehicle stops and petrol bunks. The card is coded with details of the vehicle;
these details and a simple numbered message are transferred to a local telephone number. The
receiver uploads all incoming messages by email to a central server, where it is processed and
placed on a website. In this way a vehicle can be tracked. But this scheme is not so useful for a
large scale implementation of a fully automated real-time system. Another scheme for tracking
has been proposed using odometer and inertial sensors [8]. But this technique has been proposed
specifically for train transport. It does not gives a generalized solution for all the public
transports. Similarly, there is one more technique employing distance-meter (odometer) and
cellular infrastructure which is used for tracking vehicles in public domain [9].
One popular technique on which most of the moving objects tracking schemes rely is GPS
(Global Positioning System) [10]. Most modern vehicle tracking systems use GPS modules which
is costly in usage and implementation. GPS provides specially coded satellite signals that can be
processed in a GPS receiver, enabling the receiver to compute position, velocity and time. Four
GPS satellite signals are used to compute positions in three dimensions and the time offset in the
receiver clock. GPS is the most accurate and popular positioning system. It provides a position
accuracy of around 10 meters. A clear line of sight to at least four GPS satellites is necessary for
high accuracy. GPS was developed by the U.S. Department of Defense. The system consists of a
constellation of 24 satellites orbiting around 12,000 miles above the Earth’s surface, shown in
Figure 1. GPS was dedicated solely for military use and has recently been declassified for civilian
use. The GPS receiver measures distances to four or more satellites simultaneously. GPS
receivers take this information and use triangulation to calculate the user's exact location [11].
Factors that can degrade the GPS signal and thus affect accuracy include following:
(i) Ionosphere and troposphere delays – On passing through atmosphere the satellite
signal slows down. Significantly larger delays occur for signals emitted from low
elevation satellites.
(ii) Signal multi path - Satellite navigation receivers operate by line of sight with global
positioning satellites. When GPS signal is reflected off big objects such as tall
buildings or any large mountain before it reaches the receiver there is increase in the
travel time of the signal, thereby causing errors.
(iii) Positioning errors - Generally, a satellite navigation receiver is accurate to within 10
m. A number of positioning errors can occur, limiting accuracy to within 15–25 m.
There can be orbiting errors due to which a satellite’s reported position does not
match its actual trajectory.
One of the vehicle tracking technique used for vehicle tracking is Dead-Reckoning [12], in which
the location of the vehicle is calculated by integrating the traveled distance in various directions
in relation to a known initial location, often the previous location. The traveled distance is
measured by wheel sensors; the driving direction is measured by an electronic compass. The
International Journal of UbiComp (IJU), Vol.3, No.1, January 2012
36
wheel sensors are also used for determining the driving direction by frequently comparing the
distance traveled by the left and the right wheel. Both obtained driving directions are compared to
compensate for the accumulating error of the wheel sensors as well as for fluctuations in the earth
magnetic field. As the measured distance and direction remain rough approximations, dead-
reckoning suffers from an accumulated error. The Travelpilot[13] is an automotive navigation
system that is use the U.S and Europe that uses dead-reckoning and map-matching for navigation.
Evaluation of currently available technologies has found that each technology affords unique
advantages for vehicle tracking applications while also facing distinctive challenges to overcome
so as to satisfy the practical requirements in terms of reliable performance and cost
effectiveness.
Figure 1. GPS consists of 24 satellites of which at least 5 can be seen from any point on the globe.
[10]
4. METHODOLOGY
The tracking of any public vehicle involves the frequent and fast communication of vehicle’s
location information. For the purpose of vehicle tracking, information needs to be passed
simultaneously at different locations so that passengers can get timely information. In all the
techniques stated previously, either hardware or software overhead is often required at cell-sites.
If vehicle routes under tracking are known in advance, a mapping system can easily trace a
specific location on any route. A GIS can be used as a multimedia visualization tool for viewing
and analyzing spatio-temporal relationships between different moving objects.
The proposed tracking system eliminates the need of additional hardware or software at cell-site.
This proposed system depends upon GSM system and RFID for its operation. In our system, we
have used the text-based data via the short message service enabled by the standard cellular phone
communication network of GSM which provides a low-cost, effective solution in an urban area
with an extensive coverage of mobile phone networks and has overcome the drawbacks of
conventional walkie-talkie systems. The main limitations of data transmission on walkie-talkie or
voice radios are:
(i) the possibility of losing data since data from multiple vehicles occupy the same radio
channel.
(ii) the limited range the voice radio can cover.
International Journal of UbiComp (IJU), Vol.3, No.1, January 2012
37
In proposed system 8 channel Radio transmitter and receiver with short range of few meters are
used to get information about the presence of vehicle near the bus stop, which is further
communicated through GSM module. In this way the system provides the information about the
timing of bus arrival/departure in a semi-online manner. Table 1 compares the proposed scheme
with other schemes such as Vehicle-card technique and Pure GPS/GPS–GPRS mixed.
Table 1. Comparison of vehicle tracking schemes
Parameter Technique Employed
Vehicle-
card
technique
Pure
GPS/GPS–
GPRS
mixed
Proposed GSM and RFID technique
Accuracy of
location
detection
Lower Accurate Accurate
Cost of
installation
Very low Highest Much lesser than GPS based techniques
Suitability for
real-time
applications
May be
adopted
Suitable Suitable
Environmental
susceptibility
Not
applicable
Moderate Most Suited
Scope of High Not at all Not at all
human
intervention
The proposed system consists of two underlying technologies: GSM and RFID. Figure 2 shows
the architecture of the proposed system. The PVPTS can be divided into three parts: Vehicle
addressing and identification system, Information routing system and Display and data analysis
system.
4.1. Vehicle addressing and identification system
Every vehicle is provided an identifier so that it can be recognized and tracked easily. Every
vehicle has an 8 bit RF transmitter which is preset different for different vehicles. The RF
transmitter always remains ON so that it can be identified by RF receivers located at every bus
stop, whenever it is in proximity of few feet. The buses of same route may have same or different
transmitting code. If buses of same route are given the same code we can track buses of 256
different bus routes simultaneously. In another case where particular public vehicle has to be
tracked among the other vehicles of the same route, one or more bits out of 8 bits can be reserved
for differentiating them.
4.2. Information routing system:
GSM is the most widely used among the digital wireless telephony technologies. The PVPTS
uses Short Message Service (SMS) sent over GSM networks for routing information to different
public vehicle stops. The signals from the GSM modem are sent to nearest Base Transceiver
Station (BTS) that in turn are transferred to Mobile Switching Center (MSC) through Base
Station Controller (BSC). The GSM modem equipment has a Subscriber Identity Module (SIM)
security and authentication. The SIM is a detachable smart card containing the user's subscription
International Journal of UbiComp (IJU), Vol.3, No.1, January 2012
38
information and phone book. The BTS and BSC together constitute the Base Station Subsystem
(BSS) and perform all the functions related to the radio channel for data signaling and frequency
hopping control and power level control. All of the elements in the system combine to produce
many GSM services such as SMS which is used for information routing to different bus stops.
Figure 2. Architecture of the proposed system
4.3. Vehicle addressing and identification system
Display and data analysis system: LED displays are low cost, low power device capable of
displaying text. LED display boards usually have clear visibility. LED display devices are placed
at every bus stop, displaying the route number and time of arrival of a bus at bus stop. The vehicle
location information received through GSM Modem placed at bus stop is sent to LED displays.
The LED display periodically displays information of different buses along with time of arrival.
Data stored at the central server can be easily analyzed through an application as It receives,
processes, analyzes and stores the incoming SMS messages. The tracking of buses at central
server thus can be easily carried out by having a GSM modem connected to server PC which
updates the vehicle's location upon receiving the messages from different GSM modems placed at
different bus stops.
5. IMPLEMENTATION
Several components are used in our tracking system. For identification, every vehicle has been
provided with 8 bit RF transmitter. Different 8 bit words are transmitted by buses of different
routes. The buses of same route may have same transmitting code if there are large numbers of
public vehicles to be tracked in large cities. We have used the microcontroller unit which
integrates RFID receiver and GSM unit placed at every bus stop. Every bus stop has 8 bit RF
receiver along with GSM modem installed to send and receive data. Whenever any bus comes
within the range of about 100 feet of the bus stop, the receiver receives the 8 bit word sent by the
International Journal of UbiComp (IJU), Vol.3, No.1, January 2012
39
transmitter in a bus, which is kept continuously on. Thus information routing is done using the
microcontroller unit which integrates RFID receiver and GSM unit placed at every bus.
The microcontroller units used at different bus stops are programmed such that they contain GSM
number of the modems placed at further bus stops. The communication between microcontroller
and modem is done using USART (Universal Synchronous Asynchronous Receiver and
Transmitter). The interfacing of RF receiver data with GSM modem is done using microcontroller
unit. The eight bits signal received at receiver are then sent to microcontroller which decodes it
and depending on the bits received sends the AT commands to the GSM modem required for
forwarding vehicle location information to central server and next stops. The algorithm used for
various microcontroller operations is as follows,
Setting the text command for configuring modem:
1. Send “AT+CMGF=1” <CR>
2. Receive the characters from the modem and store in an array and check for “K”.
3. If “K” is present, then text message is OK.
4. Else, reinitialize the modem
5. Delay 1 second.
Enabling for SMS:
1. Send “AT+CNMI=2,1,0,0,0” <CR>
2. Receive the characters from the modem and store in an array and check for “K”. If “K” is
present then modem is initialized completely.
3. Else goto reinitialize the modem.
Sending status to other stops:
1. Send “AT+CMGS=n” <CR> where n is next bus stops phone number.
2. Send the bus identity message along with estimated time for arrival to next ‘n’ stops.
3. Send 0x1A.
Receiving the SMS Number from the modem:
1. Keep on receiving bytes until ‘+ ‘comes.
2. When ‘+’ comes then start storing the bytes in array up to 12th
byte.
3. The 12th
byte is the SMS No.
4. Whenever a SMS is received we receive AT+CMTI: “SM”, 1.
Reading the SMS Received:
1. Send “AT+CMGR=” <CR> to check for any incoming message
International Journal of UbiComp (IJU), Vol.3, No.1, January 2012
40
2. Give delay of 1millisecond.
3. Send the SMS Number.
4. Send 0x0D.
5. Send 0x0A.
6. Receive bytes until ‘1’ comes.
7. After getting ‘1’ start storing the received bytes in an array until ” comes.
8. This is the sender’s phone number.
9. Continue receiving until * comes.
10. Start storing the character after * & store in an array until # comes.
11. If the array size is below 25, then it is a valid message
Deleting the SMS :
1. Set “AT+CMGD=”
2. Delay 1 msec.
3. Send SMS number.
4. Send 0x0D.
5. Send 0x0A.
6. Keep on receiving characters from the modem till ‘K’ comes.
7. When ‘K’ is received, SMS is deleted.
‘AT’ commands sent to GSM modem forwards the SMS containing the 8 bit code of the bus and
bus stop id to the next 4 or more bus stops and to central server. Thus, the information about
location of bus is passed to next bus stops. We have designed, implemented and tested the system
in our lab. The system prototype set up and some of its components are shown in Figure 3. To test
the functionality of the system we placed the RF transmitter in a mobile vehicle. While the
vehicle was moving vehicle's current location was reported to the further stops as well as to the
central server. The SMS received by the modems located at different bus-stops is sent to the
microcontroller unit. The microcontroller unit analyzes the received message through GSM
modem and decodes the information being sent in the form of message. Finally, information
about bus arrival is sent to the LED display board connected to microcontroller unit. The LED
display board displays the
International Journal of UbiComp (IJU), Vol.3, No.1, January 2012
41
Figure 3. RF Receiver and GSM/GPRS modem used for lab testing
message about bus with estimated time of arrival of bus at that bus stop. The LED boards display
the time of arrival of different buses as different messages are sent to it through the
microcontroller unit. Some useful information can also be displayed on the display boards as
message can be also be forwarded from the central server having database of phone numbers
allotted to different SIM placed in the GSM modems. Thus, important information like route
change due to some reasons, can be circulated to the public in different situations.
6. DISCUSSION ON LOW COST SOLUTION
Efforts have been taken to reduce the total cost of the system including devices and services.
Starting from small transport systems to larger transport systems, the devices and services cost
can be made affordable. The different components used are 8 channel Radio frequency
transmitter and receiver, GSM modem, interfacing controller unit and display unit which make
the overall system cost effective. By using SMS for communication, the service cost has been
reduced drastically. Most operators are providing SMS services at very cheap rates. Thus
components and service cost of the system is much lesser than other tracking systems available in
market.
7. SYSTEM TESTING AND RESULTS
System design is verified by testing after integration of all components of the system. The whole
setup consisting of various components like RFID transmitter and receiver, GSM modem along
with controller interface is tested in lab. Debugging serial port of microcontroller was connected
to a PC’s COM port to see the results on HyperTerminal during its operation as shown in the
Figure 4.
International Journal of UbiComp (IJU), Vol.3, No.1, January 2012
42
Figure 4. Hyperterminal image showing simulation results
The LED/LCD board displays the location of bus with estimated time of arrival of bus at that bus
stop, as shown in Figure 5. The tracking of buses at some server located at a particular place is
easily carried out by having a modem connected to server. The location information of different
buses is updated, as GSM modems located at each bus stop forwards an SMS containing vehicle
location information to this central server. Thus the central server keeps tracks of different buses.
Figure 6 shows the application interface build using Microsoft Visual Basic at the server. It
receives the different messages, thus keeps track of public vehicle's current location. The
application interface receives and analyzes the data received by it and thus tracking of all the
buses can be done at the central server providing more information which can be used for analysis
of traffic in different routes and other information.
Figure 5. LED display unit
International Journal of UbiComp (IJU), Vol.3, No.1, January 2012
43
Figure 6. Application interface at the server
8. CONCLUSION
The key feature of this system is its relatively simple mode of communication. The tracking of
different local buses or local train can be done easily. The project involves the use of GSM and
RFID technology which is used to send and receive information for locating any vehicle.
Our proposed system is vulnerable to network congestions as the SMS sent to other locations may
get delayed. Thus, the efficiency of the proposed system depends on the congestion free working
of GSM networks. The use of GSM technology as compared to other existing techniques used for
tracking makes it more cost efficient and innovative. Our system design has an open architecture
that can be easily expanded to other applications. These features make the device completely
suitable for public vehicle tracking applications because:
(i) low cost system opens up a new segment of the market.
(ii) use of GSM technology allows tracking in high density urban areas
This system can be easily extended for central tracking system to keep track of all the public
vehicles. The code size of microcontrollers can be reduced as the vehicle’s location information
routing can be done via central server application. The different queries and efficient route
management can be easily done through central server system. Trends in wireless technology
have resulted in most of the passengers owning mobile phones. We believe that by providing bus-
route and arrival information to passengers’ cell phones in a timely manner, it is possible to
improve the bus occupancy. Thus, this system can be integrated with internet which maintains
the vehicle’s current location database so that people owing mobiles can enter vehicle route
number and bus-stop ID and get the time arrival of respective bus on their mobile. Due to easily
available gadgets like mobile phones, laptops, Personal Digital Assistants (PDAs), passengers
would not have to rely on old manual enquiry terminals. Thus, the proposed system is beneficial
for both passengers and the bus operators.
International Journal of UbiComp (IJU), Vol.3, No.1, January 2012
44
REFERENCES
1. Figueiredo, L., Jesus, I., Machado, J.A.T., Ferreira, J.R., Martins de Carvalho, J.L.,
“Towards the Development of Intelligent Transportation Systems”. IEEE Intelligent
Transportation Systems Proceedings, Oakland, CA (2001)
2. Lee, K., Ryu, H.Y., “Automatic circuity and accessibility extraction by road graph
network and its application with high resolution satellite imagery”, Proceedings of the
IEEE International Geosciences and Remote Sensing Symposium, IGARSS’04, vol. 5, 20-
24, September 2004, pp. 3144-3146 (2004)
3. GSM - Wikipedia, the free encyclopedia, http:// http://en.wikipedia.org/wiki/GSM
4. Landt, J., "The history of RFID," IEEE Potentials, Vol. 24, No. 4, 8-11, (2005)
5. Domdouzis, K., Kumar, B., Anumba, C., “Radio-Frequency Identification (RFID)
applications: A brief introduction”, Advanced Engineering Informatics, v.21 n.4, p.350-
355, (2007)
6. Kim, M., Chong, N.Y., “RFID-based mobile robot guidance to a stationary target”,
Mechatronics, 17(4-5), pp.217-229, Elsevier, (2007)
7. Rus, C., Bilcu, R.C., Egiazarian, K., Rusu, C., “Scanned maps processing using wavelet
domain hidden Markov models”, First International Symposium on Control,
Communications and Signal Processing, 2004, pp. 451–454. IEEE, (2004)
8. Ernest, P., Mazl, R., Preucil, L., “Train locator using inertial sensors and odometer”,
IEEE Intelligent Vehicles Symposium 2004, 14– 17, June 2004, pp. 860–865 (2004)
9. Kane, L., Verma, B., Jain, S., “Vehicle tracking in public transport domain and associated
spatio-temporal query processing”, Elsevier: Computer Communications, v.31 n.12,
p.2862-2869 (2008)
10. Garmin | What is GPS?, http://www.garmin.com/aboutGPS/index.html
11. Global Positioning System Overview,
http://www.colorado.edu/geography/gcraft/notes/gps/gps.html
12. IVHS: Positioning and Navigation,
http://www.wirelesscommunication.nl/reference/chaptr01/roadtrin/positi.htm
13. Buxton, J. L.,Honey,S. K., Suchowerskyj,W. E., Tempelhof, A., The Travelpilot: a
second-generation automotive navigation system by, Vehicular Technology, IEEE
Transactions on In Vehicular Technology, Vol. 40, No. 1. (1991), pp. 41-44

More Related Content

What's hot

How Long to Wait? Predicting Bus Arrival Time With Mobile Phone Based Partici...
How Long to Wait? Predicting Bus Arrival Time With Mobile Phone Based Partici...How Long to Wait? Predicting Bus Arrival Time With Mobile Phone Based Partici...
How Long to Wait? Predicting Bus Arrival Time With Mobile Phone Based Partici...
WMLab,NCU
 
Cf35465468
Cf35465468Cf35465468
Cf35465468
IJERA Editor
 
How long to wait predicting bus arrival time with mobile phone based particip...
How long to wait predicting bus arrival time with mobile phone based particip...How long to wait predicting bus arrival time with mobile phone based particip...
How long to wait predicting bus arrival time with mobile phone based particip...
Papitha Velumani
 
Inter vehicular communication using packet network theory
Inter vehicular communication using packet network theoryInter vehicular communication using packet network theory
Inter vehicular communication using packet network theory
eSAT Publishing House
 
Mining data for traffic detection system
Mining data for traffic detection systemMining data for traffic detection system
Mining data for traffic detection system
ijccsa
 
Predicting bus arrival time based on participatory mobile phone sensing
Predicting bus arrival time based on participatory mobile phone sensingPredicting bus arrival time based on participatory mobile phone sensing
Predicting bus arrival time based on participatory mobile phone sensing
Sreeraj Puzhakkattiri
 
碩一工研院研究成果
碩一工研院研究成果碩一工研院研究成果
碩一工研院研究成果Shaun Lin
 
D017522833
D017522833D017522833
D017522833
IOSR Journals
 
Integrated Intelligent Transportation Systems (ITS)
Integrated Intelligent Transportation Systems (ITS)Integrated Intelligent Transportation Systems (ITS)
Integrated Intelligent Transportation Systems (ITS)
Babagana Sheriff
 
Hybrid nearest neighbour and feed forward neural networks algorithm for indoo...
Hybrid nearest neighbour and feed forward neural networks algorithm for indoo...Hybrid nearest neighbour and feed forward neural networks algorithm for indoo...
Hybrid nearest neighbour and feed forward neural networks algorithm for indoo...
Conference Papers
 
IRJET- Congestion Reducing System through Sensors, Image Processors and Vanet...
IRJET- Congestion Reducing System through Sensors, Image Processors and Vanet...IRJET- Congestion Reducing System through Sensors, Image Processors and Vanet...
IRJET- Congestion Reducing System through Sensors, Image Processors and Vanet...
IRJET Journal
 
Congestion control & collision avoidance algorithm in intelligent transportation
Congestion control & collision avoidance algorithm in intelligent transportationCongestion control & collision avoidance algorithm in intelligent transportation
Congestion control & collision avoidance algorithm in intelligent transportationIAEME Publication
 
A Novel Methodology for Traffic Monitoring and Efficient Data Propagation in ...
A Novel Methodology for Traffic Monitoring and Efficient Data Propagation in ...A Novel Methodology for Traffic Monitoring and Efficient Data Propagation in ...
A Novel Methodology for Traffic Monitoring and Efficient Data Propagation in ...
IOSR Journals
 
The International Journal of Engineering and Science (The IJES)
The International Journal of Engineering and Science (The IJES)The International Journal of Engineering and Science (The IJES)
The International Journal of Engineering and Science (The IJES)
theijes
 
HYBRID TOA/AOA SCHEMES FOR MOBILE LOCATION IN CELLULAR COMMUNICATION SYSTEMS
HYBRID TOA/AOA SCHEMES FOR MOBILE LOCATION IN CELLULAR COMMUNICATION SYSTEMSHYBRID TOA/AOA SCHEMES FOR MOBILE LOCATION IN CELLULAR COMMUNICATION SYSTEMS
HYBRID TOA/AOA SCHEMES FOR MOBILE LOCATION IN CELLULAR COMMUNICATION SYSTEMS
ijasuc
 
04626520
0462652004626520
04626520
Hakeem Ullah
 
IRJET- Monitoring and Analysing Real Time Traffic Images and Information Via ...
IRJET- Monitoring and Analysing Real Time Traffic Images and Information Via ...IRJET- Monitoring and Analysing Real Time Traffic Images and Information Via ...
IRJET- Monitoring and Analysing Real Time Traffic Images and Information Via ...
IRJET Journal
 

What's hot (18)

50120140504010
5012014050401050120140504010
50120140504010
 
How Long to Wait? Predicting Bus Arrival Time With Mobile Phone Based Partici...
How Long to Wait? Predicting Bus Arrival Time With Mobile Phone Based Partici...How Long to Wait? Predicting Bus Arrival Time With Mobile Phone Based Partici...
How Long to Wait? Predicting Bus Arrival Time With Mobile Phone Based Partici...
 
Cf35465468
Cf35465468Cf35465468
Cf35465468
 
How long to wait predicting bus arrival time with mobile phone based particip...
How long to wait predicting bus arrival time with mobile phone based particip...How long to wait predicting bus arrival time with mobile phone based particip...
How long to wait predicting bus arrival time with mobile phone based particip...
 
Inter vehicular communication using packet network theory
Inter vehicular communication using packet network theoryInter vehicular communication using packet network theory
Inter vehicular communication using packet network theory
 
Mining data for traffic detection system
Mining data for traffic detection systemMining data for traffic detection system
Mining data for traffic detection system
 
Predicting bus arrival time based on participatory mobile phone sensing
Predicting bus arrival time based on participatory mobile phone sensingPredicting bus arrival time based on participatory mobile phone sensing
Predicting bus arrival time based on participatory mobile phone sensing
 
碩一工研院研究成果
碩一工研院研究成果碩一工研院研究成果
碩一工研院研究成果
 
D017522833
D017522833D017522833
D017522833
 
Integrated Intelligent Transportation Systems (ITS)
Integrated Intelligent Transportation Systems (ITS)Integrated Intelligent Transportation Systems (ITS)
Integrated Intelligent Transportation Systems (ITS)
 
Hybrid nearest neighbour and feed forward neural networks algorithm for indoo...
Hybrid nearest neighbour and feed forward neural networks algorithm for indoo...Hybrid nearest neighbour and feed forward neural networks algorithm for indoo...
Hybrid nearest neighbour and feed forward neural networks algorithm for indoo...
 
IRJET- Congestion Reducing System through Sensors, Image Processors and Vanet...
IRJET- Congestion Reducing System through Sensors, Image Processors and Vanet...IRJET- Congestion Reducing System through Sensors, Image Processors and Vanet...
IRJET- Congestion Reducing System through Sensors, Image Processors and Vanet...
 
Congestion control & collision avoidance algorithm in intelligent transportation
Congestion control & collision avoidance algorithm in intelligent transportationCongestion control & collision avoidance algorithm in intelligent transportation
Congestion control & collision avoidance algorithm in intelligent transportation
 
A Novel Methodology for Traffic Monitoring and Efficient Data Propagation in ...
A Novel Methodology for Traffic Monitoring and Efficient Data Propagation in ...A Novel Methodology for Traffic Monitoring and Efficient Data Propagation in ...
A Novel Methodology for Traffic Monitoring and Efficient Data Propagation in ...
 
The International Journal of Engineering and Science (The IJES)
The International Journal of Engineering and Science (The IJES)The International Journal of Engineering and Science (The IJES)
The International Journal of Engineering and Science (The IJES)
 
HYBRID TOA/AOA SCHEMES FOR MOBILE LOCATION IN CELLULAR COMMUNICATION SYSTEMS
HYBRID TOA/AOA SCHEMES FOR MOBILE LOCATION IN CELLULAR COMMUNICATION SYSTEMSHYBRID TOA/AOA SCHEMES FOR MOBILE LOCATION IN CELLULAR COMMUNICATION SYSTEMS
HYBRID TOA/AOA SCHEMES FOR MOBILE LOCATION IN CELLULAR COMMUNICATION SYSTEMS
 
04626520
0462652004626520
04626520
 
IRJET- Monitoring and Analysing Real Time Traffic Images and Information Via ...
IRJET- Monitoring and Analysing Real Time Traffic Images and Information Via ...IRJET- Monitoring and Analysing Real Time Traffic Images and Information Via ...
IRJET- Monitoring and Analysing Real Time Traffic Images and Information Via ...
 

Similar to A NOVEL AND COST EFFECTIVE APPROACH TO PUBLIC VEHICLE TRACKING SYSTEM

K017357681
K017357681K017357681
K017357681
IOSR Journals
 
SMART_ON_BOARD_TRANSPORTATION_MANAGEMENT.pdf
SMART_ON_BOARD_TRANSPORTATION_MANAGEMENT.pdfSMART_ON_BOARD_TRANSPORTATION_MANAGEMENT.pdf
SMART_ON_BOARD_TRANSPORTATION_MANAGEMENT.pdf
bipin786
 
Design and Implementation for Trucks Tracking System Using GPS Based on Seman...
Design and Implementation for Trucks Tracking System Using GPS Based on Seman...Design and Implementation for Trucks Tracking System Using GPS Based on Seman...
Design and Implementation for Trucks Tracking System Using GPS Based on Seman...
ijtsrd
 
Traffic detection system using android
Traffic detection system using androidTraffic detection system using android
Traffic detection system using android
Editor Jacotech
 
Traffic detection system using android
Traffic detection system using androidTraffic detection system using android
Traffic detection system using android
Editor Jacotech
 
Prototypic Gps-Gsm Integration for Enhancing Public Transportation and Manage...
Prototypic Gps-Gsm Integration for Enhancing Public Transportation and Manage...Prototypic Gps-Gsm Integration for Enhancing Public Transportation and Manage...
Prototypic Gps-Gsm Integration for Enhancing Public Transportation and Manage...
IJERA Editor
 
GPRS Based Bus Monitoring System
GPRS Based Bus Monitoring SystemGPRS Based Bus Monitoring System
GPRS Based Bus Monitoring System
IRJET Journal
 
Intelligent GIS-Based Road Accident Analysis and Real-Time Monitoring Automat...
Intelligent GIS-Based Road Accident Analysis and Real-Time Monitoring Automat...Intelligent GIS-Based Road Accident Analysis and Real-Time Monitoring Automat...
Intelligent GIS-Based Road Accident Analysis and Real-Time Monitoring Automat...
CSCJournals
 
Group based algorithm to manage access
Group based algorithm to manage accessGroup based algorithm to manage access
Group based algorithm to manage access
ijwmn
 
A survey on real time bus monitoring system
A survey on real time bus monitoring systemA survey on real time bus monitoring system
A survey on real time bus monitoring system
IRJET Journal
 
IRJET-V7I61054.pdf
IRJET-V7I61054.pdfIRJET-V7I61054.pdf
IRJET-V7I61054.pdf
EllenC5
 
AN APPROACH FOR RFID TICKETING USED FOR PERSONAL NAVIGATOR FOR A PUBLIC TRANS...
AN APPROACH FOR RFID TICKETING USED FOR PERSONAL NAVIGATOR FOR A PUBLIC TRANS...AN APPROACH FOR RFID TICKETING USED FOR PERSONAL NAVIGATOR FOR A PUBLIC TRANS...
AN APPROACH FOR RFID TICKETING USED FOR PERSONAL NAVIGATOR FOR A PUBLIC TRANS...
International Journal of Technical Research & Application
 
Automatic vehicle locator
Automatic vehicle locatorAutomatic vehicle locator
Automatic vehicle locator
reddyprasad reddyvari
 
Multi tracking system for vehicle using gps and gsm
Multi tracking system for vehicle using gps and gsmMulti tracking system for vehicle using gps and gsm
Multi tracking system for vehicle using gps and gsm
eSAT Journals
 
Multi tracking system for vehicle using gps and gsm
Multi tracking system for vehicle using gps and gsmMulti tracking system for vehicle using gps and gsm
Multi tracking system for vehicle using gps and gsm
eSAT Publishing House
 
IRJET- Smart Bus Ticket System using IoT Technology
IRJET- Smart Bus Ticket System using IoT TechnologyIRJET- Smart Bus Ticket System using IoT Technology
IRJET- Smart Bus Ticket System using IoT Technology
IRJET Journal
 
Online Accessable Traffic Control System for Urban Areas Using Embedded Syste...
Online Accessable Traffic Control System for Urban Areas Using Embedded Syste...Online Accessable Traffic Control System for Urban Areas Using Embedded Syste...
Online Accessable Traffic Control System for Urban Areas Using Embedded Syste...
IJSRD
 
Intelligent Transportation System (ITS)
Intelligent Transportation System (ITS)Intelligent Transportation System (ITS)
Intelligent Transportation System (ITS)
Jonathan D'Cruz
 
Novel based Approach Schema for Processing Vehicle Tracking System through GP...
Novel based Approach Schema for Processing Vehicle Tracking System through GP...Novel based Approach Schema for Processing Vehicle Tracking System through GP...
Novel based Approach Schema for Processing Vehicle Tracking System through GP...
ijtsrd
 

Similar to A NOVEL AND COST EFFECTIVE APPROACH TO PUBLIC VEHICLE TRACKING SYSTEM (20)

Sub14249
Sub14249Sub14249
Sub14249
 
K017357681
K017357681K017357681
K017357681
 
SMART_ON_BOARD_TRANSPORTATION_MANAGEMENT.pdf
SMART_ON_BOARD_TRANSPORTATION_MANAGEMENT.pdfSMART_ON_BOARD_TRANSPORTATION_MANAGEMENT.pdf
SMART_ON_BOARD_TRANSPORTATION_MANAGEMENT.pdf
 
Design and Implementation for Trucks Tracking System Using GPS Based on Seman...
Design and Implementation for Trucks Tracking System Using GPS Based on Seman...Design and Implementation for Trucks Tracking System Using GPS Based on Seman...
Design and Implementation for Trucks Tracking System Using GPS Based on Seman...
 
Traffic detection system using android
Traffic detection system using androidTraffic detection system using android
Traffic detection system using android
 
Traffic detection system using android
Traffic detection system using androidTraffic detection system using android
Traffic detection system using android
 
Prototypic Gps-Gsm Integration for Enhancing Public Transportation and Manage...
Prototypic Gps-Gsm Integration for Enhancing Public Transportation and Manage...Prototypic Gps-Gsm Integration for Enhancing Public Transportation and Manage...
Prototypic Gps-Gsm Integration for Enhancing Public Transportation and Manage...
 
GPRS Based Bus Monitoring System
GPRS Based Bus Monitoring SystemGPRS Based Bus Monitoring System
GPRS Based Bus Monitoring System
 
Intelligent GIS-Based Road Accident Analysis and Real-Time Monitoring Automat...
Intelligent GIS-Based Road Accident Analysis and Real-Time Monitoring Automat...Intelligent GIS-Based Road Accident Analysis and Real-Time Monitoring Automat...
Intelligent GIS-Based Road Accident Analysis and Real-Time Monitoring Automat...
 
Group based algorithm to manage access
Group based algorithm to manage accessGroup based algorithm to manage access
Group based algorithm to manage access
 
A survey on real time bus monitoring system
A survey on real time bus monitoring systemA survey on real time bus monitoring system
A survey on real time bus monitoring system
 
IRJET-V7I61054.pdf
IRJET-V7I61054.pdfIRJET-V7I61054.pdf
IRJET-V7I61054.pdf
 
AN APPROACH FOR RFID TICKETING USED FOR PERSONAL NAVIGATOR FOR A PUBLIC TRANS...
AN APPROACH FOR RFID TICKETING USED FOR PERSONAL NAVIGATOR FOR A PUBLIC TRANS...AN APPROACH FOR RFID TICKETING USED FOR PERSONAL NAVIGATOR FOR A PUBLIC TRANS...
AN APPROACH FOR RFID TICKETING USED FOR PERSONAL NAVIGATOR FOR A PUBLIC TRANS...
 
Automatic vehicle locator
Automatic vehicle locatorAutomatic vehicle locator
Automatic vehicle locator
 
Multi tracking system for vehicle using gps and gsm
Multi tracking system for vehicle using gps and gsmMulti tracking system for vehicle using gps and gsm
Multi tracking system for vehicle using gps and gsm
 
Multi tracking system for vehicle using gps and gsm
Multi tracking system for vehicle using gps and gsmMulti tracking system for vehicle using gps and gsm
Multi tracking system for vehicle using gps and gsm
 
IRJET- Smart Bus Ticket System using IoT Technology
IRJET- Smart Bus Ticket System using IoT TechnologyIRJET- Smart Bus Ticket System using IoT Technology
IRJET- Smart Bus Ticket System using IoT Technology
 
Online Accessable Traffic Control System for Urban Areas Using Embedded Syste...
Online Accessable Traffic Control System for Urban Areas Using Embedded Syste...Online Accessable Traffic Control System for Urban Areas Using Embedded Syste...
Online Accessable Traffic Control System for Urban Areas Using Embedded Syste...
 
Intelligent Transportation System (ITS)
Intelligent Transportation System (ITS)Intelligent Transportation System (ITS)
Intelligent Transportation System (ITS)
 
Novel based Approach Schema for Processing Vehicle Tracking System through GP...
Novel based Approach Schema for Processing Vehicle Tracking System through GP...Novel based Approach Schema for Processing Vehicle Tracking System through GP...
Novel based Approach Schema for Processing Vehicle Tracking System through GP...
 

More from ijujournal

Users Approach on Providing Feedback for Smart Home Devices – Phase II
Users Approach on Providing Feedback for Smart Home Devices – Phase IIUsers Approach on Providing Feedback for Smart Home Devices – Phase II
Users Approach on Providing Feedback for Smart Home Devices – Phase II
ijujournal
 
Users Approach on Providing Feedback for Smart Home Devices – Phase II
Users Approach on Providing Feedback for Smart Home Devices – Phase IIUsers Approach on Providing Feedback for Smart Home Devices – Phase II
Users Approach on Providing Feedback for Smart Home Devices – Phase II
ijujournal
 
October 2023-Top Cited Articles in IJU.pdf
October 2023-Top Cited Articles in IJU.pdfOctober 2023-Top Cited Articles in IJU.pdf
October 2023-Top Cited Articles in IJU.pdf
ijujournal
 
ACCELERATION DETECTION OF LARGE (PROBABLY) PRIME NUMBERS
ACCELERATION DETECTION OF LARGE (PROBABLY) PRIME NUMBERSACCELERATION DETECTION OF LARGE (PROBABLY) PRIME NUMBERS
ACCELERATION DETECTION OF LARGE (PROBABLY) PRIME NUMBERS
ijujournal
 
A novel integrated approach for handling anomalies in RFID data
A novel integrated approach for handling anomalies in RFID dataA novel integrated approach for handling anomalies in RFID data
A novel integrated approach for handling anomalies in RFID data
ijujournal
 
UBIQUITOUS HEALTHCARE MONITORING SYSTEM USING INTEGRATED TRIAXIAL ACCELEROMET...
UBIQUITOUS HEALTHCARE MONITORING SYSTEM USING INTEGRATED TRIAXIAL ACCELEROMET...UBIQUITOUS HEALTHCARE MONITORING SYSTEM USING INTEGRATED TRIAXIAL ACCELEROMET...
UBIQUITOUS HEALTHCARE MONITORING SYSTEM USING INTEGRATED TRIAXIAL ACCELEROMET...
ijujournal
 
ENHANCING INDEPENDENT SENIOR LIVING THROUGH SMART HOME TECHNOLOGIES
ENHANCING INDEPENDENT SENIOR LIVING THROUGH SMART HOME TECHNOLOGIESENHANCING INDEPENDENT SENIOR LIVING THROUGH SMART HOME TECHNOLOGIES
ENHANCING INDEPENDENT SENIOR LIVING THROUGH SMART HOME TECHNOLOGIES
ijujournal
 
HMR LOG ANALYZER: ANALYZE WEB APPLICATION LOGS OVER HADOOP MAPREDUCE
HMR LOG ANALYZER: ANALYZE WEB APPLICATION LOGS OVER HADOOP MAPREDUCEHMR LOG ANALYZER: ANALYZE WEB APPLICATION LOGS OVER HADOOP MAPREDUCE
HMR LOG ANALYZER: ANALYZE WEB APPLICATION LOGS OVER HADOOP MAPREDUCE
ijujournal
 
SERVICE DISCOVERY – A SURVEY AND COMPARISON
SERVICE DISCOVERY – A SURVEY AND COMPARISONSERVICE DISCOVERY – A SURVEY AND COMPARISON
SERVICE DISCOVERY – A SURVEY AND COMPARISON
ijujournal
 
SIX DEGREES OF SEPARATION TO IMPROVE ROUTING IN OPPORTUNISTIC NETWORKS
SIX DEGREES OF SEPARATION TO IMPROVE ROUTING IN OPPORTUNISTIC NETWORKSSIX DEGREES OF SEPARATION TO IMPROVE ROUTING IN OPPORTUNISTIC NETWORKS
SIX DEGREES OF SEPARATION TO IMPROVE ROUTING IN OPPORTUNISTIC NETWORKS
ijujournal
 
International Journal of Ubiquitous Computing (IJU)
International Journal of Ubiquitous Computing (IJU)International Journal of Ubiquitous Computing (IJU)
International Journal of Ubiquitous Computing (IJU)
ijujournal
 
PERVASIVE COMPUTING APPLIED TO THE CARE OF PATIENTS WITH DEMENTIA IN HOMECARE...
PERVASIVE COMPUTING APPLIED TO THE CARE OF PATIENTS WITH DEMENTIA IN HOMECARE...PERVASIVE COMPUTING APPLIED TO THE CARE OF PATIENTS WITH DEMENTIA IN HOMECARE...
PERVASIVE COMPUTING APPLIED TO THE CARE OF PATIENTS WITH DEMENTIA IN HOMECARE...
ijujournal
 
A proposed Novel Approach for Sentiment Analysis and Opinion Mining
A proposed Novel Approach for Sentiment Analysis and Opinion MiningA proposed Novel Approach for Sentiment Analysis and Opinion Mining
A proposed Novel Approach for Sentiment Analysis and Opinion Mining
ijujournal
 
International Journal of Ubiquitous Computing (IJU)
International Journal of Ubiquitous Computing (IJU)International Journal of Ubiquitous Computing (IJU)
International Journal of Ubiquitous Computing (IJU)
ijujournal
 
USABILITY ENGINEERING OF GAMES: A COMPARATIVE ANALYSIS OF MEASURING EXCITEMEN...
USABILITY ENGINEERING OF GAMES: A COMPARATIVE ANALYSIS OF MEASURING EXCITEMEN...USABILITY ENGINEERING OF GAMES: A COMPARATIVE ANALYSIS OF MEASURING EXCITEMEN...
USABILITY ENGINEERING OF GAMES: A COMPARATIVE ANALYSIS OF MEASURING EXCITEMEN...
ijujournal
 
SECURED SMART SYSTEM DESING IN PERVASIVE COMPUTING ENVIRONMENT USING VCS
SECURED SMART SYSTEM DESING IN PERVASIVE COMPUTING ENVIRONMENT USING VCSSECURED SMART SYSTEM DESING IN PERVASIVE COMPUTING ENVIRONMENT USING VCS
SECURED SMART SYSTEM DESING IN PERVASIVE COMPUTING ENVIRONMENT USING VCS
ijujournal
 
PERFORMANCE COMPARISON OF ROUTING PROTOCOLS IN MOBILE AD HOC NETWORKS
PERFORMANCE COMPARISON OF ROUTING PROTOCOLS IN MOBILE AD HOC NETWORKSPERFORMANCE COMPARISON OF ROUTING PROTOCOLS IN MOBILE AD HOC NETWORKS
PERFORMANCE COMPARISON OF ROUTING PROTOCOLS IN MOBILE AD HOC NETWORKS
ijujournal
 
PERFORMANCE COMPARISON OF OCR TOOLS
PERFORMANCE COMPARISON OF OCR TOOLSPERFORMANCE COMPARISON OF OCR TOOLS
PERFORMANCE COMPARISON OF OCR TOOLS
ijujournal
 
PERFORMANCE COMPARISON OF OCR TOOLS
PERFORMANCE COMPARISON OF OCR TOOLSPERFORMANCE COMPARISON OF OCR TOOLS
PERFORMANCE COMPARISON OF OCR TOOLS
ijujournal
 
DETERMINING THE NETWORK THROUGHPUT AND FLOW RATE USING GSR AND AAL2R
DETERMINING THE NETWORK THROUGHPUT AND FLOW RATE USING GSR AND AAL2RDETERMINING THE NETWORK THROUGHPUT AND FLOW RATE USING GSR AND AAL2R
DETERMINING THE NETWORK THROUGHPUT AND FLOW RATE USING GSR AND AAL2R
ijujournal
 

More from ijujournal (20)

Users Approach on Providing Feedback for Smart Home Devices – Phase II
Users Approach on Providing Feedback for Smart Home Devices – Phase IIUsers Approach on Providing Feedback for Smart Home Devices – Phase II
Users Approach on Providing Feedback for Smart Home Devices – Phase II
 
Users Approach on Providing Feedback for Smart Home Devices – Phase II
Users Approach on Providing Feedback for Smart Home Devices – Phase IIUsers Approach on Providing Feedback for Smart Home Devices – Phase II
Users Approach on Providing Feedback for Smart Home Devices – Phase II
 
October 2023-Top Cited Articles in IJU.pdf
October 2023-Top Cited Articles in IJU.pdfOctober 2023-Top Cited Articles in IJU.pdf
October 2023-Top Cited Articles in IJU.pdf
 
ACCELERATION DETECTION OF LARGE (PROBABLY) PRIME NUMBERS
ACCELERATION DETECTION OF LARGE (PROBABLY) PRIME NUMBERSACCELERATION DETECTION OF LARGE (PROBABLY) PRIME NUMBERS
ACCELERATION DETECTION OF LARGE (PROBABLY) PRIME NUMBERS
 
A novel integrated approach for handling anomalies in RFID data
A novel integrated approach for handling anomalies in RFID dataA novel integrated approach for handling anomalies in RFID data
A novel integrated approach for handling anomalies in RFID data
 
UBIQUITOUS HEALTHCARE MONITORING SYSTEM USING INTEGRATED TRIAXIAL ACCELEROMET...
UBIQUITOUS HEALTHCARE MONITORING SYSTEM USING INTEGRATED TRIAXIAL ACCELEROMET...UBIQUITOUS HEALTHCARE MONITORING SYSTEM USING INTEGRATED TRIAXIAL ACCELEROMET...
UBIQUITOUS HEALTHCARE MONITORING SYSTEM USING INTEGRATED TRIAXIAL ACCELEROMET...
 
ENHANCING INDEPENDENT SENIOR LIVING THROUGH SMART HOME TECHNOLOGIES
ENHANCING INDEPENDENT SENIOR LIVING THROUGH SMART HOME TECHNOLOGIESENHANCING INDEPENDENT SENIOR LIVING THROUGH SMART HOME TECHNOLOGIES
ENHANCING INDEPENDENT SENIOR LIVING THROUGH SMART HOME TECHNOLOGIES
 
HMR LOG ANALYZER: ANALYZE WEB APPLICATION LOGS OVER HADOOP MAPREDUCE
HMR LOG ANALYZER: ANALYZE WEB APPLICATION LOGS OVER HADOOP MAPREDUCEHMR LOG ANALYZER: ANALYZE WEB APPLICATION LOGS OVER HADOOP MAPREDUCE
HMR LOG ANALYZER: ANALYZE WEB APPLICATION LOGS OVER HADOOP MAPREDUCE
 
SERVICE DISCOVERY – A SURVEY AND COMPARISON
SERVICE DISCOVERY – A SURVEY AND COMPARISONSERVICE DISCOVERY – A SURVEY AND COMPARISON
SERVICE DISCOVERY – A SURVEY AND COMPARISON
 
SIX DEGREES OF SEPARATION TO IMPROVE ROUTING IN OPPORTUNISTIC NETWORKS
SIX DEGREES OF SEPARATION TO IMPROVE ROUTING IN OPPORTUNISTIC NETWORKSSIX DEGREES OF SEPARATION TO IMPROVE ROUTING IN OPPORTUNISTIC NETWORKS
SIX DEGREES OF SEPARATION TO IMPROVE ROUTING IN OPPORTUNISTIC NETWORKS
 
International Journal of Ubiquitous Computing (IJU)
International Journal of Ubiquitous Computing (IJU)International Journal of Ubiquitous Computing (IJU)
International Journal of Ubiquitous Computing (IJU)
 
PERVASIVE COMPUTING APPLIED TO THE CARE OF PATIENTS WITH DEMENTIA IN HOMECARE...
PERVASIVE COMPUTING APPLIED TO THE CARE OF PATIENTS WITH DEMENTIA IN HOMECARE...PERVASIVE COMPUTING APPLIED TO THE CARE OF PATIENTS WITH DEMENTIA IN HOMECARE...
PERVASIVE COMPUTING APPLIED TO THE CARE OF PATIENTS WITH DEMENTIA IN HOMECARE...
 
A proposed Novel Approach for Sentiment Analysis and Opinion Mining
A proposed Novel Approach for Sentiment Analysis and Opinion MiningA proposed Novel Approach for Sentiment Analysis and Opinion Mining
A proposed Novel Approach for Sentiment Analysis and Opinion Mining
 
International Journal of Ubiquitous Computing (IJU)
International Journal of Ubiquitous Computing (IJU)International Journal of Ubiquitous Computing (IJU)
International Journal of Ubiquitous Computing (IJU)
 
USABILITY ENGINEERING OF GAMES: A COMPARATIVE ANALYSIS OF MEASURING EXCITEMEN...
USABILITY ENGINEERING OF GAMES: A COMPARATIVE ANALYSIS OF MEASURING EXCITEMEN...USABILITY ENGINEERING OF GAMES: A COMPARATIVE ANALYSIS OF MEASURING EXCITEMEN...
USABILITY ENGINEERING OF GAMES: A COMPARATIVE ANALYSIS OF MEASURING EXCITEMEN...
 
SECURED SMART SYSTEM DESING IN PERVASIVE COMPUTING ENVIRONMENT USING VCS
SECURED SMART SYSTEM DESING IN PERVASIVE COMPUTING ENVIRONMENT USING VCSSECURED SMART SYSTEM DESING IN PERVASIVE COMPUTING ENVIRONMENT USING VCS
SECURED SMART SYSTEM DESING IN PERVASIVE COMPUTING ENVIRONMENT USING VCS
 
PERFORMANCE COMPARISON OF ROUTING PROTOCOLS IN MOBILE AD HOC NETWORKS
PERFORMANCE COMPARISON OF ROUTING PROTOCOLS IN MOBILE AD HOC NETWORKSPERFORMANCE COMPARISON OF ROUTING PROTOCOLS IN MOBILE AD HOC NETWORKS
PERFORMANCE COMPARISON OF ROUTING PROTOCOLS IN MOBILE AD HOC NETWORKS
 
PERFORMANCE COMPARISON OF OCR TOOLS
PERFORMANCE COMPARISON OF OCR TOOLSPERFORMANCE COMPARISON OF OCR TOOLS
PERFORMANCE COMPARISON OF OCR TOOLS
 
PERFORMANCE COMPARISON OF OCR TOOLS
PERFORMANCE COMPARISON OF OCR TOOLSPERFORMANCE COMPARISON OF OCR TOOLS
PERFORMANCE COMPARISON OF OCR TOOLS
 
DETERMINING THE NETWORK THROUGHPUT AND FLOW RATE USING GSR AND AAL2R
DETERMINING THE NETWORK THROUGHPUT AND FLOW RATE USING GSR AND AAL2RDETERMINING THE NETWORK THROUGHPUT AND FLOW RATE USING GSR AND AAL2R
DETERMINING THE NETWORK THROUGHPUT AND FLOW RATE USING GSR AND AAL2R
 

Recently uploaded

addressing modes in computer architecture
addressing modes  in computer architectureaddressing modes  in computer architecture
addressing modes in computer architecture
ShahidSultan24
 
power quality voltage fluctuation UNIT - I.pptx
power quality voltage fluctuation UNIT - I.pptxpower quality voltage fluctuation UNIT - I.pptx
power quality voltage fluctuation UNIT - I.pptx
ViniHema
 
Vaccine management system project report documentation..pdf
Vaccine management system project report documentation..pdfVaccine management system project report documentation..pdf
Vaccine management system project report documentation..pdf
Kamal Acharya
 
Cosmetic shop management system project report.pdf
Cosmetic shop management system project report.pdfCosmetic shop management system project report.pdf
Cosmetic shop management system project report.pdf
Kamal Acharya
 
CME397 Surface Engineering- Professional Elective
CME397 Surface Engineering- Professional ElectiveCME397 Surface Engineering- Professional Elective
CME397 Surface Engineering- Professional Elective
karthi keyan
 
J.Yang, ICLR 2024, MLILAB, KAIST AI.pdf
J.Yang,  ICLR 2024, MLILAB, KAIST AI.pdfJ.Yang,  ICLR 2024, MLILAB, KAIST AI.pdf
J.Yang, ICLR 2024, MLILAB, KAIST AI.pdf
MLILAB
 
Railway Signalling Principles Edition 3.pdf
Railway Signalling Principles Edition 3.pdfRailway Signalling Principles Edition 3.pdf
Railway Signalling Principles Edition 3.pdf
TeeVichai
 
AKS UNIVERSITY Satna Final Year Project By OM Hardaha.pdf
AKS UNIVERSITY Satna Final Year Project By OM Hardaha.pdfAKS UNIVERSITY Satna Final Year Project By OM Hardaha.pdf
AKS UNIVERSITY Satna Final Year Project By OM Hardaha.pdf
SamSarthak3
 
ethical hacking-mobile hacking methods.ppt
ethical hacking-mobile hacking methods.pptethical hacking-mobile hacking methods.ppt
ethical hacking-mobile hacking methods.ppt
Jayaprasanna4
 
Democratizing Fuzzing at Scale by Abhishek Arya
Democratizing Fuzzing at Scale by Abhishek AryaDemocratizing Fuzzing at Scale by Abhishek Arya
Democratizing Fuzzing at Scale by Abhishek Arya
abh.arya
 
COLLEGE BUS MANAGEMENT SYSTEM PROJECT REPORT.pdf
COLLEGE BUS MANAGEMENT SYSTEM PROJECT REPORT.pdfCOLLEGE BUS MANAGEMENT SYSTEM PROJECT REPORT.pdf
COLLEGE BUS MANAGEMENT SYSTEM PROJECT REPORT.pdf
Kamal Acharya
 
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...
Amil Baba Dawood bangali
 
Gen AI Study Jams _ For the GDSC Leads in India.pdf
Gen AI Study Jams _ For the GDSC Leads in India.pdfGen AI Study Jams _ For the GDSC Leads in India.pdf
Gen AI Study Jams _ For the GDSC Leads in India.pdf
gdsczhcet
 
Planning Of Procurement o different goods and services
Planning Of Procurement o different goods and servicesPlanning Of Procurement o different goods and services
Planning Of Procurement o different goods and services
JoytuBarua2
 
Immunizing Image Classifiers Against Localized Adversary Attacks
Immunizing Image Classifiers Against Localized Adversary AttacksImmunizing Image Classifiers Against Localized Adversary Attacks
Immunizing Image Classifiers Against Localized Adversary Attacks
gerogepatton
 
WATER CRISIS and its solutions-pptx 1234
WATER CRISIS and its solutions-pptx 1234WATER CRISIS and its solutions-pptx 1234
WATER CRISIS and its solutions-pptx 1234
AafreenAbuthahir2
 
Courier management system project report.pdf
Courier management system project report.pdfCourier management system project report.pdf
Courier management system project report.pdf
Kamal Acharya
 
HYDROPOWER - Hydroelectric power generation
HYDROPOWER - Hydroelectric power generationHYDROPOWER - Hydroelectric power generation
HYDROPOWER - Hydroelectric power generation
Robbie Edward Sayers
 
TECHNICAL TRAINING MANUAL GENERAL FAMILIARIZATION COURSE
TECHNICAL TRAINING MANUAL   GENERAL FAMILIARIZATION COURSETECHNICAL TRAINING MANUAL   GENERAL FAMILIARIZATION COURSE
TECHNICAL TRAINING MANUAL GENERAL FAMILIARIZATION COURSE
DuvanRamosGarzon1
 
block diagram and signal flow graph representation
block diagram and signal flow graph representationblock diagram and signal flow graph representation
block diagram and signal flow graph representation
Divya Somashekar
 

Recently uploaded (20)

addressing modes in computer architecture
addressing modes  in computer architectureaddressing modes  in computer architecture
addressing modes in computer architecture
 
power quality voltage fluctuation UNIT - I.pptx
power quality voltage fluctuation UNIT - I.pptxpower quality voltage fluctuation UNIT - I.pptx
power quality voltage fluctuation UNIT - I.pptx
 
Vaccine management system project report documentation..pdf
Vaccine management system project report documentation..pdfVaccine management system project report documentation..pdf
Vaccine management system project report documentation..pdf
 
Cosmetic shop management system project report.pdf
Cosmetic shop management system project report.pdfCosmetic shop management system project report.pdf
Cosmetic shop management system project report.pdf
 
CME397 Surface Engineering- Professional Elective
CME397 Surface Engineering- Professional ElectiveCME397 Surface Engineering- Professional Elective
CME397 Surface Engineering- Professional Elective
 
J.Yang, ICLR 2024, MLILAB, KAIST AI.pdf
J.Yang,  ICLR 2024, MLILAB, KAIST AI.pdfJ.Yang,  ICLR 2024, MLILAB, KAIST AI.pdf
J.Yang, ICLR 2024, MLILAB, KAIST AI.pdf
 
Railway Signalling Principles Edition 3.pdf
Railway Signalling Principles Edition 3.pdfRailway Signalling Principles Edition 3.pdf
Railway Signalling Principles Edition 3.pdf
 
AKS UNIVERSITY Satna Final Year Project By OM Hardaha.pdf
AKS UNIVERSITY Satna Final Year Project By OM Hardaha.pdfAKS UNIVERSITY Satna Final Year Project By OM Hardaha.pdf
AKS UNIVERSITY Satna Final Year Project By OM Hardaha.pdf
 
ethical hacking-mobile hacking methods.ppt
ethical hacking-mobile hacking methods.pptethical hacking-mobile hacking methods.ppt
ethical hacking-mobile hacking methods.ppt
 
Democratizing Fuzzing at Scale by Abhishek Arya
Democratizing Fuzzing at Scale by Abhishek AryaDemocratizing Fuzzing at Scale by Abhishek Arya
Democratizing Fuzzing at Scale by Abhishek Arya
 
COLLEGE BUS MANAGEMENT SYSTEM PROJECT REPORT.pdf
COLLEGE BUS MANAGEMENT SYSTEM PROJECT REPORT.pdfCOLLEGE BUS MANAGEMENT SYSTEM PROJECT REPORT.pdf
COLLEGE BUS MANAGEMENT SYSTEM PROJECT REPORT.pdf
 
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...
 
Gen AI Study Jams _ For the GDSC Leads in India.pdf
Gen AI Study Jams _ For the GDSC Leads in India.pdfGen AI Study Jams _ For the GDSC Leads in India.pdf
Gen AI Study Jams _ For the GDSC Leads in India.pdf
 
Planning Of Procurement o different goods and services
Planning Of Procurement o different goods and servicesPlanning Of Procurement o different goods and services
Planning Of Procurement o different goods and services
 
Immunizing Image Classifiers Against Localized Adversary Attacks
Immunizing Image Classifiers Against Localized Adversary AttacksImmunizing Image Classifiers Against Localized Adversary Attacks
Immunizing Image Classifiers Against Localized Adversary Attacks
 
WATER CRISIS and its solutions-pptx 1234
WATER CRISIS and its solutions-pptx 1234WATER CRISIS and its solutions-pptx 1234
WATER CRISIS and its solutions-pptx 1234
 
Courier management system project report.pdf
Courier management system project report.pdfCourier management system project report.pdf
Courier management system project report.pdf
 
HYDROPOWER - Hydroelectric power generation
HYDROPOWER - Hydroelectric power generationHYDROPOWER - Hydroelectric power generation
HYDROPOWER - Hydroelectric power generation
 
TECHNICAL TRAINING MANUAL GENERAL FAMILIARIZATION COURSE
TECHNICAL TRAINING MANUAL   GENERAL FAMILIARIZATION COURSETECHNICAL TRAINING MANUAL   GENERAL FAMILIARIZATION COURSE
TECHNICAL TRAINING MANUAL GENERAL FAMILIARIZATION COURSE
 
block diagram and signal flow graph representation
block diagram and signal flow graph representationblock diagram and signal flow graph representation
block diagram and signal flow graph representation
 

A NOVEL AND COST EFFECTIVE APPROACH TO PUBLIC VEHICLE TRACKING SYSTEM

  • 1. International Journal of UbiComp (IJU), Vol.3, No.1, January 2012 DOI:10.5121/iju.2012.3104 33 A NOVEL AND COST EFFECTIVE APPROACH TO PUBLIC VEHICLE TRACKING SYSTEM Deepak Mishra1 , Apurv Vasal2 , Puneet Tandon1 1 PDPM Indian Institute of Information Technology, Design and Manufacturing, Jabalpur, Madhya Pradesh, India 2 Space Applications Centre (ISRO), Ahmedabad, Gujarat, India deemish@iiitdmj.ac.in, apurv@sac.isro.gov.in, ptandon@iiitdmj.ac.in ABSTRACT There are lots of efforts being made by public transport corporations to improve public vehicle occupancy by requesting the public to use public transport over other modes of transportation. It can be noted that if the passenger knows with high confidence that the bus is going to come, he/she will definitely wait rather than opting for other modes of transport. Efficient information can therefore help the users to choose faster and more easier connections which saves their time. Trends in wireless technology like Global System for Mobile communication (GSM) and Radio Frequency Identification (RFID) have resulted in easier and faster communication. This paper presents a vehicle tracking system by integrating both of the above mentioned technologies. The central server uses geographic information system (GIS) to track vehicles to display the position information on the electronic map. This paper suggests a new cost-effective way for tracking a vehicle in public transport domain and compares proposed technique to some of the methods advised previously for tracking public vehicles. KEYWORDS Public Vehicle Tracking, GSM, RFID 1. INTRODUCTION One of the major problems faced by public transport systems is low occupancy rate. One reason for this is that a passenger normally does not know the public vehicle scheduling information and its arrival timing information at predefined stops. Thus, it is possible to motivate a passenger to opt for public vehicles having predefined routes by providing the vehicle location and time of arrival at respective stoppage. Large cities with fleet of vehicles require a system to determine location of movement of passenger vehicles at a given time. The future intelligent transportation system (ITS) will rely predominantly on several vehicle communication systems [1] including peer-to-peer and peer-to-base station communications. Thus, this system provides the facility to know about the time for arrival at different stops and the location of public vehicles having predefined routes. This paper introduces a system that: (i) provides a very cost-effective solution as compared to existing technologies for tracking public vehicles , and
  • 2. International Journal of UbiComp (IJU), Vol.3, No.1, January 2012 34 (ii) offers an open architecture that can be easily expanded to other applications. In this paper, we have dealt with vehicles travelling in 2D object space. In a two-dimensional object space, vehicles may follow two types of routes like static and dynamic. Trains generally follow static routes as they move through intermediate stations up to destination station. Their routes are fixed in the form of railway tracks. Public Transport usually uses fixed intra-city routes that are static. On the other side private vehicles follow random path; they are free to choose their path and hence their routes are dynamic. The development and validation of the system in the present work has been carried out for the city of Jabalpur (India) and the public transport system here, is referred as Metro buses. In this paper, we present an extensible public vehicle position tracking system (PVPTS) that deploys data transmission capabilities of the Global System for Mobile Communication (GSM). Our design is extensible to bigger cities where many public vehicles are required to be simultaneously tracked and monitored. The local bus, train arrival information can be provided to the passengers using this system. A background of the relevant technologies used for tracking is given in Section 2. Existing technologies are discussed in Section 3; while section4 contains methodolgy. Section 5 describes the implementation of PVPTS. Section 6 discusses on low cost solution. Section 7 shows system testing and results. Section 8 compares and contrasts this system with other PVPTS systems and concludes with a discussion on future directions for this research project. 2. BACKGROUND The One of the possible reasons for people preferring private vehicles over public vehicles is that a passenger normally does not have exact information about the public vehicle arrival timing at their stops. By providing reliable public vehicle arrival information to the passengers at predefined stops, it is expected to improve the public vehicle occupancy. This is beneficial to both the passengers and public transport corporations. Tracking of a vehicle can be expressed as continuously monitoring of a vehicle. Tracking of buses can be useful for the automation of existing transportation systems [2]. By the use of tracking the information about bus-arrival timing can be easily provided to the passengers. The different wireless technologies available today have resulted in the reliable and faster communication. GSM is an open, digital cellular technology used for transmitting mobile voice and data services [3]. GSM has become the world’s fastest growing mobile communication standard. GSM networks operate in a number of different carrier frequency ranges (separated into GSM frequency ranges for 2G and UMTS frequency bands for 3G), with most 2G GSM networks operating in the 900 MHz or 1800 MHz bands. The GSM network is structured into a number of discrete sections: (i) The Base Station Subsystem (the base stations and their controllers). (ii) The Network and Switching Subsystem (the part of the network most similar to a fixed network). This is sometimes also just called the core network. (iii)The GPRS Core Network (the optional part which allows packet based Internet connections). (iv) The Operations support system (OSS) for maintenance of the network. Radio-Frequency Identification (RFID) is a wireless sensor technology which is based on the detection of electromagnetic signals [4]. There is emission of radio waves from the transmitter which can reach up to 100 feet or more, depending on its power output and the radio frequency
  • 3. International Journal of UbiComp (IJU), Vol.3, No.1, January 2012 35 used. RFID can be employed for different applications. RFID is used successfully in a variety of industries for different purposes. It is used for tagging and identifying the different items in a store. In the construction industry, RFID is used successfully for the tracking of pipe spools, structural steel members and as an on-site support system [5, 6]. 3. EXISTING TECHNOLOGIES There are many tracking applications available in the market for tracking of various public vehicles. One of the cost-effective technique for vehicle tracking is the ‘vehicle card’ technique [7], which uses STD phone booths and a specially designed vehicle-card. Vehicle owner is required to carry a card to the nearest tracking point, basically a designated STD booth on vehicle routes, at major vehicle stops and petrol bunks. The card is coded with details of the vehicle; these details and a simple numbered message are transferred to a local telephone number. The receiver uploads all incoming messages by email to a central server, where it is processed and placed on a website. In this way a vehicle can be tracked. But this scheme is not so useful for a large scale implementation of a fully automated real-time system. Another scheme for tracking has been proposed using odometer and inertial sensors [8]. But this technique has been proposed specifically for train transport. It does not gives a generalized solution for all the public transports. Similarly, there is one more technique employing distance-meter (odometer) and cellular infrastructure which is used for tracking vehicles in public domain [9]. One popular technique on which most of the moving objects tracking schemes rely is GPS (Global Positioning System) [10]. Most modern vehicle tracking systems use GPS modules which is costly in usage and implementation. GPS provides specially coded satellite signals that can be processed in a GPS receiver, enabling the receiver to compute position, velocity and time. Four GPS satellite signals are used to compute positions in three dimensions and the time offset in the receiver clock. GPS is the most accurate and popular positioning system. It provides a position accuracy of around 10 meters. A clear line of sight to at least four GPS satellites is necessary for high accuracy. GPS was developed by the U.S. Department of Defense. The system consists of a constellation of 24 satellites orbiting around 12,000 miles above the Earth’s surface, shown in Figure 1. GPS was dedicated solely for military use and has recently been declassified for civilian use. The GPS receiver measures distances to four or more satellites simultaneously. GPS receivers take this information and use triangulation to calculate the user's exact location [11]. Factors that can degrade the GPS signal and thus affect accuracy include following: (i) Ionosphere and troposphere delays – On passing through atmosphere the satellite signal slows down. Significantly larger delays occur for signals emitted from low elevation satellites. (ii) Signal multi path - Satellite navigation receivers operate by line of sight with global positioning satellites. When GPS signal is reflected off big objects such as tall buildings or any large mountain before it reaches the receiver there is increase in the travel time of the signal, thereby causing errors. (iii) Positioning errors - Generally, a satellite navigation receiver is accurate to within 10 m. A number of positioning errors can occur, limiting accuracy to within 15–25 m. There can be orbiting errors due to which a satellite’s reported position does not match its actual trajectory. One of the vehicle tracking technique used for vehicle tracking is Dead-Reckoning [12], in which the location of the vehicle is calculated by integrating the traveled distance in various directions in relation to a known initial location, often the previous location. The traveled distance is measured by wheel sensors; the driving direction is measured by an electronic compass. The
  • 4. International Journal of UbiComp (IJU), Vol.3, No.1, January 2012 36 wheel sensors are also used for determining the driving direction by frequently comparing the distance traveled by the left and the right wheel. Both obtained driving directions are compared to compensate for the accumulating error of the wheel sensors as well as for fluctuations in the earth magnetic field. As the measured distance and direction remain rough approximations, dead- reckoning suffers from an accumulated error. The Travelpilot[13] is an automotive navigation system that is use the U.S and Europe that uses dead-reckoning and map-matching for navigation. Evaluation of currently available technologies has found that each technology affords unique advantages for vehicle tracking applications while also facing distinctive challenges to overcome so as to satisfy the practical requirements in terms of reliable performance and cost effectiveness. Figure 1. GPS consists of 24 satellites of which at least 5 can be seen from any point on the globe. [10] 4. METHODOLOGY The tracking of any public vehicle involves the frequent and fast communication of vehicle’s location information. For the purpose of vehicle tracking, information needs to be passed simultaneously at different locations so that passengers can get timely information. In all the techniques stated previously, either hardware or software overhead is often required at cell-sites. If vehicle routes under tracking are known in advance, a mapping system can easily trace a specific location on any route. A GIS can be used as a multimedia visualization tool for viewing and analyzing spatio-temporal relationships between different moving objects. The proposed tracking system eliminates the need of additional hardware or software at cell-site. This proposed system depends upon GSM system and RFID for its operation. In our system, we have used the text-based data via the short message service enabled by the standard cellular phone communication network of GSM which provides a low-cost, effective solution in an urban area with an extensive coverage of mobile phone networks and has overcome the drawbacks of conventional walkie-talkie systems. The main limitations of data transmission on walkie-talkie or voice radios are: (i) the possibility of losing data since data from multiple vehicles occupy the same radio channel. (ii) the limited range the voice radio can cover.
  • 5. International Journal of UbiComp (IJU), Vol.3, No.1, January 2012 37 In proposed system 8 channel Radio transmitter and receiver with short range of few meters are used to get information about the presence of vehicle near the bus stop, which is further communicated through GSM module. In this way the system provides the information about the timing of bus arrival/departure in a semi-online manner. Table 1 compares the proposed scheme with other schemes such as Vehicle-card technique and Pure GPS/GPS–GPRS mixed. Table 1. Comparison of vehicle tracking schemes Parameter Technique Employed Vehicle- card technique Pure GPS/GPS– GPRS mixed Proposed GSM and RFID technique Accuracy of location detection Lower Accurate Accurate Cost of installation Very low Highest Much lesser than GPS based techniques Suitability for real-time applications May be adopted Suitable Suitable Environmental susceptibility Not applicable Moderate Most Suited Scope of High Not at all Not at all human intervention The proposed system consists of two underlying technologies: GSM and RFID. Figure 2 shows the architecture of the proposed system. The PVPTS can be divided into three parts: Vehicle addressing and identification system, Information routing system and Display and data analysis system. 4.1. Vehicle addressing and identification system Every vehicle is provided an identifier so that it can be recognized and tracked easily. Every vehicle has an 8 bit RF transmitter which is preset different for different vehicles. The RF transmitter always remains ON so that it can be identified by RF receivers located at every bus stop, whenever it is in proximity of few feet. The buses of same route may have same or different transmitting code. If buses of same route are given the same code we can track buses of 256 different bus routes simultaneously. In another case where particular public vehicle has to be tracked among the other vehicles of the same route, one or more bits out of 8 bits can be reserved for differentiating them. 4.2. Information routing system: GSM is the most widely used among the digital wireless telephony technologies. The PVPTS uses Short Message Service (SMS) sent over GSM networks for routing information to different public vehicle stops. The signals from the GSM modem are sent to nearest Base Transceiver Station (BTS) that in turn are transferred to Mobile Switching Center (MSC) through Base Station Controller (BSC). The GSM modem equipment has a Subscriber Identity Module (SIM) security and authentication. The SIM is a detachable smart card containing the user's subscription
  • 6. International Journal of UbiComp (IJU), Vol.3, No.1, January 2012 38 information and phone book. The BTS and BSC together constitute the Base Station Subsystem (BSS) and perform all the functions related to the radio channel for data signaling and frequency hopping control and power level control. All of the elements in the system combine to produce many GSM services such as SMS which is used for information routing to different bus stops. Figure 2. Architecture of the proposed system 4.3. Vehicle addressing and identification system Display and data analysis system: LED displays are low cost, low power device capable of displaying text. LED display boards usually have clear visibility. LED display devices are placed at every bus stop, displaying the route number and time of arrival of a bus at bus stop. The vehicle location information received through GSM Modem placed at bus stop is sent to LED displays. The LED display periodically displays information of different buses along with time of arrival. Data stored at the central server can be easily analyzed through an application as It receives, processes, analyzes and stores the incoming SMS messages. The tracking of buses at central server thus can be easily carried out by having a GSM modem connected to server PC which updates the vehicle's location upon receiving the messages from different GSM modems placed at different bus stops. 5. IMPLEMENTATION Several components are used in our tracking system. For identification, every vehicle has been provided with 8 bit RF transmitter. Different 8 bit words are transmitted by buses of different routes. The buses of same route may have same transmitting code if there are large numbers of public vehicles to be tracked in large cities. We have used the microcontroller unit which integrates RFID receiver and GSM unit placed at every bus stop. Every bus stop has 8 bit RF receiver along with GSM modem installed to send and receive data. Whenever any bus comes within the range of about 100 feet of the bus stop, the receiver receives the 8 bit word sent by the
  • 7. International Journal of UbiComp (IJU), Vol.3, No.1, January 2012 39 transmitter in a bus, which is kept continuously on. Thus information routing is done using the microcontroller unit which integrates RFID receiver and GSM unit placed at every bus. The microcontroller units used at different bus stops are programmed such that they contain GSM number of the modems placed at further bus stops. The communication between microcontroller and modem is done using USART (Universal Synchronous Asynchronous Receiver and Transmitter). The interfacing of RF receiver data with GSM modem is done using microcontroller unit. The eight bits signal received at receiver are then sent to microcontroller which decodes it and depending on the bits received sends the AT commands to the GSM modem required for forwarding vehicle location information to central server and next stops. The algorithm used for various microcontroller operations is as follows, Setting the text command for configuring modem: 1. Send “AT+CMGF=1” <CR> 2. Receive the characters from the modem and store in an array and check for “K”. 3. If “K” is present, then text message is OK. 4. Else, reinitialize the modem 5. Delay 1 second. Enabling for SMS: 1. Send “AT+CNMI=2,1,0,0,0” <CR> 2. Receive the characters from the modem and store in an array and check for “K”. If “K” is present then modem is initialized completely. 3. Else goto reinitialize the modem. Sending status to other stops: 1. Send “AT+CMGS=n” <CR> where n is next bus stops phone number. 2. Send the bus identity message along with estimated time for arrival to next ‘n’ stops. 3. Send 0x1A. Receiving the SMS Number from the modem: 1. Keep on receiving bytes until ‘+ ‘comes. 2. When ‘+’ comes then start storing the bytes in array up to 12th byte. 3. The 12th byte is the SMS No. 4. Whenever a SMS is received we receive AT+CMTI: “SM”, 1. Reading the SMS Received: 1. Send “AT+CMGR=” <CR> to check for any incoming message
  • 8. International Journal of UbiComp (IJU), Vol.3, No.1, January 2012 40 2. Give delay of 1millisecond. 3. Send the SMS Number. 4. Send 0x0D. 5. Send 0x0A. 6. Receive bytes until ‘1’ comes. 7. After getting ‘1’ start storing the received bytes in an array until ” comes. 8. This is the sender’s phone number. 9. Continue receiving until * comes. 10. Start storing the character after * & store in an array until # comes. 11. If the array size is below 25, then it is a valid message Deleting the SMS : 1. Set “AT+CMGD=” 2. Delay 1 msec. 3. Send SMS number. 4. Send 0x0D. 5. Send 0x0A. 6. Keep on receiving characters from the modem till ‘K’ comes. 7. When ‘K’ is received, SMS is deleted. ‘AT’ commands sent to GSM modem forwards the SMS containing the 8 bit code of the bus and bus stop id to the next 4 or more bus stops and to central server. Thus, the information about location of bus is passed to next bus stops. We have designed, implemented and tested the system in our lab. The system prototype set up and some of its components are shown in Figure 3. To test the functionality of the system we placed the RF transmitter in a mobile vehicle. While the vehicle was moving vehicle's current location was reported to the further stops as well as to the central server. The SMS received by the modems located at different bus-stops is sent to the microcontroller unit. The microcontroller unit analyzes the received message through GSM modem and decodes the information being sent in the form of message. Finally, information about bus arrival is sent to the LED display board connected to microcontroller unit. The LED display board displays the
  • 9. International Journal of UbiComp (IJU), Vol.3, No.1, January 2012 41 Figure 3. RF Receiver and GSM/GPRS modem used for lab testing message about bus with estimated time of arrival of bus at that bus stop. The LED boards display the time of arrival of different buses as different messages are sent to it through the microcontroller unit. Some useful information can also be displayed on the display boards as message can be also be forwarded from the central server having database of phone numbers allotted to different SIM placed in the GSM modems. Thus, important information like route change due to some reasons, can be circulated to the public in different situations. 6. DISCUSSION ON LOW COST SOLUTION Efforts have been taken to reduce the total cost of the system including devices and services. Starting from small transport systems to larger transport systems, the devices and services cost can be made affordable. The different components used are 8 channel Radio frequency transmitter and receiver, GSM modem, interfacing controller unit and display unit which make the overall system cost effective. By using SMS for communication, the service cost has been reduced drastically. Most operators are providing SMS services at very cheap rates. Thus components and service cost of the system is much lesser than other tracking systems available in market. 7. SYSTEM TESTING AND RESULTS System design is verified by testing after integration of all components of the system. The whole setup consisting of various components like RFID transmitter and receiver, GSM modem along with controller interface is tested in lab. Debugging serial port of microcontroller was connected to a PC’s COM port to see the results on HyperTerminal during its operation as shown in the Figure 4.
  • 10. International Journal of UbiComp (IJU), Vol.3, No.1, January 2012 42 Figure 4. Hyperterminal image showing simulation results The LED/LCD board displays the location of bus with estimated time of arrival of bus at that bus stop, as shown in Figure 5. The tracking of buses at some server located at a particular place is easily carried out by having a modem connected to server. The location information of different buses is updated, as GSM modems located at each bus stop forwards an SMS containing vehicle location information to this central server. Thus the central server keeps tracks of different buses. Figure 6 shows the application interface build using Microsoft Visual Basic at the server. It receives the different messages, thus keeps track of public vehicle's current location. The application interface receives and analyzes the data received by it and thus tracking of all the buses can be done at the central server providing more information which can be used for analysis of traffic in different routes and other information. Figure 5. LED display unit
  • 11. International Journal of UbiComp (IJU), Vol.3, No.1, January 2012 43 Figure 6. Application interface at the server 8. CONCLUSION The key feature of this system is its relatively simple mode of communication. The tracking of different local buses or local train can be done easily. The project involves the use of GSM and RFID technology which is used to send and receive information for locating any vehicle. Our proposed system is vulnerable to network congestions as the SMS sent to other locations may get delayed. Thus, the efficiency of the proposed system depends on the congestion free working of GSM networks. The use of GSM technology as compared to other existing techniques used for tracking makes it more cost efficient and innovative. Our system design has an open architecture that can be easily expanded to other applications. These features make the device completely suitable for public vehicle tracking applications because: (i) low cost system opens up a new segment of the market. (ii) use of GSM technology allows tracking in high density urban areas This system can be easily extended for central tracking system to keep track of all the public vehicles. The code size of microcontrollers can be reduced as the vehicle’s location information routing can be done via central server application. The different queries and efficient route management can be easily done through central server system. Trends in wireless technology have resulted in most of the passengers owning mobile phones. We believe that by providing bus- route and arrival information to passengers’ cell phones in a timely manner, it is possible to improve the bus occupancy. Thus, this system can be integrated with internet which maintains the vehicle’s current location database so that people owing mobiles can enter vehicle route number and bus-stop ID and get the time arrival of respective bus on their mobile. Due to easily available gadgets like mobile phones, laptops, Personal Digital Assistants (PDAs), passengers would not have to rely on old manual enquiry terminals. Thus, the proposed system is beneficial for both passengers and the bus operators.
  • 12. International Journal of UbiComp (IJU), Vol.3, No.1, January 2012 44 REFERENCES 1. Figueiredo, L., Jesus, I., Machado, J.A.T., Ferreira, J.R., Martins de Carvalho, J.L., “Towards the Development of Intelligent Transportation Systems”. IEEE Intelligent Transportation Systems Proceedings, Oakland, CA (2001) 2. Lee, K., Ryu, H.Y., “Automatic circuity and accessibility extraction by road graph network and its application with high resolution satellite imagery”, Proceedings of the IEEE International Geosciences and Remote Sensing Symposium, IGARSS’04, vol. 5, 20- 24, September 2004, pp. 3144-3146 (2004) 3. GSM - Wikipedia, the free encyclopedia, http:// http://en.wikipedia.org/wiki/GSM 4. Landt, J., "The history of RFID," IEEE Potentials, Vol. 24, No. 4, 8-11, (2005) 5. Domdouzis, K., Kumar, B., Anumba, C., “Radio-Frequency Identification (RFID) applications: A brief introduction”, Advanced Engineering Informatics, v.21 n.4, p.350- 355, (2007) 6. Kim, M., Chong, N.Y., “RFID-based mobile robot guidance to a stationary target”, Mechatronics, 17(4-5), pp.217-229, Elsevier, (2007) 7. Rus, C., Bilcu, R.C., Egiazarian, K., Rusu, C., “Scanned maps processing using wavelet domain hidden Markov models”, First International Symposium on Control, Communications and Signal Processing, 2004, pp. 451–454. IEEE, (2004) 8. Ernest, P., Mazl, R., Preucil, L., “Train locator using inertial sensors and odometer”, IEEE Intelligent Vehicles Symposium 2004, 14– 17, June 2004, pp. 860–865 (2004) 9. Kane, L., Verma, B., Jain, S., “Vehicle tracking in public transport domain and associated spatio-temporal query processing”, Elsevier: Computer Communications, v.31 n.12, p.2862-2869 (2008) 10. Garmin | What is GPS?, http://www.garmin.com/aboutGPS/index.html 11. Global Positioning System Overview, http://www.colorado.edu/geography/gcraft/notes/gps/gps.html 12. IVHS: Positioning and Navigation, http://www.wirelesscommunication.nl/reference/chaptr01/roadtrin/positi.htm 13. Buxton, J. L.,Honey,S. K., Suchowerskyj,W. E., Tempelhof, A., The Travelpilot: a second-generation automotive navigation system by, Vehicular Technology, IEEE Transactions on In Vehicular Technology, Vol. 40, No. 1. (1991), pp. 41-44