This document discusses geolocation systems and technologies used for determining the location of mobile devices. It provides an overview of the typical architecture of a mobile telecommunication network and geolocation system. It then describes several technologies used for geolocation including GPS, angle of arrival, time of arrival, and location tracking curves. It also discusses the need for tracking mobile devices and provides some references on geolocation research.
The location of a mobile telephone can be accurately tracked even in the NLOS environment, by using more accurate tracking curves connecting the intersection points among circles with the radii being the distances between corresponding BSs and the mobile telephone in a cellular mobile communication system.
The location of a mobile telephone can be accurately tracked even in the NLOS environment, by using more accurate tracking curves connecting the intersection points among circles with the radii being the distances between corresponding BSs and the mobile telephone in a cellular mobile communication system.
Dccn-Cellular Telephone And Satellite Networks and Global System for Mobile C...Taimoor Muzaffar Gondal
GSM Architecture
Mobile Station
SIM: Subscribe Identity Module
Mobile Equipment (ME)
Base station Subsystem
Mobile station (MS)
Base Transceiver Station (BTS)
Base Station Controllers (BSC)
Network Switching Subsystem (NSS)
Mobile Switching Center (MSC)
Home Location Register (HLR)
Visitor Location Register (VLR)
Authentication center (AUC)
Operation Support Subsystem
Operation Maintenance Centers
AMPS
Satellite Categoriesa and Satellite Orbits Altitude
Intelligent location tracking scheme for handling user’s mobilityeSAT Publishing House
IJRET : International Journal of Research in Engineering and Technology is an international peer reviewed, online journal published by eSAT Publishing House for the enhancement of research in various disciplines of Engineering and Technology. The aim and scope of the journal is to provide an academic medium and an important reference for the advancement and dissemination of research results that support high-level learning, teaching and research in the fields of Engineering and Technology. We bring together Scientists, Academician, Field Engineers, Scholars and Students of related fields of Engineering and Technology
Novel Position Estimation using Differential Timing Information for Asynchron...IJCNCJournal
Positioning techniques have been a common objective since the early development of wireless networks. However, current positioning methods in cellular networks, for instance, are still primarily focused on the use of the Global Navigation Satellite System (GNSS), which has several limitations, like high power drainage and failure in indoor scenarios. This study introduces a novel approach employing standard LTE signaling in order to provide high accuracy positioning estimation. The proposed technique is designed in analogy to the human sound localization system, eliminating the need of having information from three spatially diverse Base Stations (BSs). This is inspired by the perfect human 3D sound localization with two ears. A field study is carried out in a dense urban city to verify the accuracy of the proposed technique, with more than 20 thousand measurement samples collected. The achieved positioning accuracy is meeting the latest Federal Communications Commission (FCC) requirements in the planner dimension.
Path Loss Prediction Model For UHF Radiowaves Propagation In Akure MetropolisCSCJournals
Propagation path loss models play an important role in the design of cellular systems to specify key system parameters such as transmission power, frequency, antenna heights, and so on. Several models have been proposed for cellular systems operating in different environments (indoor, outdoor, urban, suburban, and rural). This work sets out to predict the path loss of a UHF channel along three routes in Akure metropolis using existing models (Friis, Okumura-Hata). Broadcast signal field strength measurements were taken across the three routes. Measured values were compared with the different models prediction to determine model suitable for the city. Consequently, a modified Hata’ model was developed which can be deployed by engineers in radio communications system planning and design.
Location Fingerprinting is a very familiar Wi-Fi positioning method, which determines a device by retrieving the information recorded containing the location fingerprint. These methods deploy the signal strength (RSS) to predict the coordinate. There are feedbacks for using the absolute RSS either the absolute RSS in a time interval may not be representable of the IEEE 802.11 signal, as the signal may fluctuate or a manual error prone calibration is needed across different mobile platform. The main target is to propose the use of Fourier descriptors in LF. We convert the IEEE 802.11b Wi-Fi signal into a Fourier domain. Then, the Fourier descriptors are used to predict the location by applying the K-Nearest Neighbor algorithm. The results show that the effectiveness of LF methods based on Fourier descriptors lead to substantially more accurate and robust localization.
Dccn-Cellular Telephone And Satellite Networks and Global System for Mobile C...Taimoor Muzaffar Gondal
GSM Architecture
Mobile Station
SIM: Subscribe Identity Module
Mobile Equipment (ME)
Base station Subsystem
Mobile station (MS)
Base Transceiver Station (BTS)
Base Station Controllers (BSC)
Network Switching Subsystem (NSS)
Mobile Switching Center (MSC)
Home Location Register (HLR)
Visitor Location Register (VLR)
Authentication center (AUC)
Operation Support Subsystem
Operation Maintenance Centers
AMPS
Satellite Categoriesa and Satellite Orbits Altitude
Intelligent location tracking scheme for handling user’s mobilityeSAT Publishing House
IJRET : International Journal of Research in Engineering and Technology is an international peer reviewed, online journal published by eSAT Publishing House for the enhancement of research in various disciplines of Engineering and Technology. The aim and scope of the journal is to provide an academic medium and an important reference for the advancement and dissemination of research results that support high-level learning, teaching and research in the fields of Engineering and Technology. We bring together Scientists, Academician, Field Engineers, Scholars and Students of related fields of Engineering and Technology
Novel Position Estimation using Differential Timing Information for Asynchron...IJCNCJournal
Positioning techniques have been a common objective since the early development of wireless networks. However, current positioning methods in cellular networks, for instance, are still primarily focused on the use of the Global Navigation Satellite System (GNSS), which has several limitations, like high power drainage and failure in indoor scenarios. This study introduces a novel approach employing standard LTE signaling in order to provide high accuracy positioning estimation. The proposed technique is designed in analogy to the human sound localization system, eliminating the need of having information from three spatially diverse Base Stations (BSs). This is inspired by the perfect human 3D sound localization with two ears. A field study is carried out in a dense urban city to verify the accuracy of the proposed technique, with more than 20 thousand measurement samples collected. The achieved positioning accuracy is meeting the latest Federal Communications Commission (FCC) requirements in the planner dimension.
Path Loss Prediction Model For UHF Radiowaves Propagation In Akure MetropolisCSCJournals
Propagation path loss models play an important role in the design of cellular systems to specify key system parameters such as transmission power, frequency, antenna heights, and so on. Several models have been proposed for cellular systems operating in different environments (indoor, outdoor, urban, suburban, and rural). This work sets out to predict the path loss of a UHF channel along three routes in Akure metropolis using existing models (Friis, Okumura-Hata). Broadcast signal field strength measurements were taken across the three routes. Measured values were compared with the different models prediction to determine model suitable for the city. Consequently, a modified Hata’ model was developed which can be deployed by engineers in radio communications system planning and design.
Location Fingerprinting is a very familiar Wi-Fi positioning method, which determines a device by retrieving the information recorded containing the location fingerprint. These methods deploy the signal strength (RSS) to predict the coordinate. There are feedbacks for using the absolute RSS either the absolute RSS in a time interval may not be representable of the IEEE 802.11 signal, as the signal may fluctuate or a manual error prone calibration is needed across different mobile platform. The main target is to propose the use of Fourier descriptors in LF. We convert the IEEE 802.11b Wi-Fi signal into a Fourier domain. Then, the Fourier descriptors are used to predict the location by applying the K-Nearest Neighbor algorithm. The results show that the effectiveness of LF methods based on Fourier descriptors lead to substantially more accurate and robust localization.
Tracking and positioning_of_mobile_systems_in_telecom_networkAnkur Kumar
Location of a mobile telephone can be accurately tracked even in the multi-path fading and the NLOS environment, by using more accurate tracking curves connecting the intersection points among circles.
Describes about accurate positioning of mobile telephones, which can be used for several applications.
The important considerations to be undertaken while selecting a location based technology are location accuracy, implementation cost, reliability, increasing functionality.
-> Explanation of various techniques for Localization like Triangulation and Proximity Based Techniques. (OTDOA/ AOA/ GSM Fingerprinting/Hybrid technologies, etc.)
-> Working of GPS and its drawbacks.
-> AGPS- working and advantages.
-> E911 call processing in AGPS.
->Location Based Services in 4G
Determining location information of sensor node is an essential issue to capture the sensed data and to
update the necessary information in many wireless sensor network applications, such as healthcare services,
military applications, warning systems, environmental monitoring etc. Mobile Anchor Node is used to achieve
Localization in a wireless sensor networks. Hence the main challenge is to design and develop a Path Planning
Algorithm for a Mobile Anchor Node to broadcast three consecutive non-collinear messages for location
estimation which in turn increases localization accuracy and coverage and also reduces time required to
determine location information. In this paper, I propose a Path Planning Algorithm called Z-curve to perform
trilateration calculation to estimate sensor nodes location. Proposed trajectory can successfully localize all
deployed sensor nodes in a network region of interest with more accuracy and consumes less time for
localization. Furthermore, to handle obstacles, Z-curve obstacle-handling trajectory is proposed.
Keywords— Wireless sensor networks, mobile anchor node, path planning, non-collinear, localization
LOCALIZATION ALGORITHM USING VARYING SPEED MOBILE SINK FOR WIRELESS SENSOR NE...ijasuc
Localization of sensor nodes is important in many aspects in wireless sensor networks. The known
location of sensor node helps in determining the event of interest. A mobile sink is introduced to track the
event driven sensor nodes in the path of the event, thus conserving energy and time. We present a novel
range based localization algorithm which helps the mobile sink to compute the location of the sensor
nodes efficiently. The data transfer from the mobile sink and the sensor nodes is used to estimate the
sensor location. The sensor nodes do not need to spend energy on neighbouring interaction for
localization. The localization mechanism has been implemented in TOSSIM. The simulation results show
that our scheme performed better than other range-based schemes.
A Comparative Study on Profile Based Location Management for Personal Communi...IJERA Editor
Location of the mobile user is registered to the two databases for call tracking and those registration processes
basis much network traffic. By this speed of Call delivery reduced and location updating cost improved. In this
paper, the first method a new meek location management by registering Representative VLR of group of certain
VLRs regionally and broadcasting for searching a mobile user, so called rVLR-B.This The representative VLR
of several VLRs and register mobile users’ location. When set up the call path between mobile users, the VLR
of the caller inquiries callee’s rVLR for searching the location of callee instead of demanding to VLR of callee.
And then rVLR broadcast the callee’s location to all VLR of the region simultaneously. Location registration is
only performed when a mobile user visits a new rVLR network area from present area. Using the rVLR-B, the
cost of maintaining location of mobile users was abridged. The second technique for reducing the costs during
the location tracking and location update is proposed. Taking the regular movement pattern of the users it
produces the block and the user registers with the HLR only after crossing the block instead of crossing the
single cell. The block register (BR) is introduced between the block and the HLR in two level systems to
preserve the blocks, thus creates three level architecture. In this architecture some signaling cost values between
the MSC-BR, BRHLR and BR-BR are maintained to get the better enactment. By the rVLR-B and BR the
performance of speed of call delivery improved and location updation will be diminished
A Comparative Study on Profile Based Location Management for Personal Communi...IJERA Editor
Location of the mobile user is registered to the two databases for call tracking and those registration processes basis much network traffic. By this speed of Call delivery reduced and location updating cost improved. In this paper, the first method a new meek location management by registering Representative VLR of group of certain VLRs regionally and broadcasting for searching a mobile user, so called rVLR-B.This The representative VLR of several VLRs and register mobile users’ location. When set up the call path between mobile users, the VLR of the caller inquiries callee’s rVLR for searching the location of callee instead of demanding to VLR of callee. And then rVLR broadcast the callee’s location to all VLR of the region simultaneously. Location registration is only performed when a mobile user visits a new rVLR network area from present area. Using the rVLR-B, the cost of maintaining location of mobile users was abridged. The second technique for reducing the costs during the location tracking and location update is proposed. Taking the regular movement pattern of the users it produces the block and the user registers with the HLR only after crossing the block instead of crossing the single cell. The block register (BR) is introduced between the block and the HLR in two level systems to preserve the blocks, thus creates three level architecture. In this architecture some signaling cost values between the MSC-BR, BRHLR and BR-BR are maintained to get the better enactment. By the rVLR-B and BR the performance of speed of call delivery improved and location updation will be diminished. Keywords: Home Location Register, Visitor Location Register, Mobile Switching Center, Base Station, Block Register, Mobile Station, r-VLR- Representative VLR
International Journal of Computational Engineering Research (IJCER)ijceronline
International Journal of Computational Engineering Research(IJCER) is an intentional online Journal in English monthly publishing journal. This Journal publish original research work that contributes significantly to further the scientific knowledge in engineering and Technology.
NOVEL POSITION ESTIMATION USING DIFFERENTIAL TIMING INFORMATION FOR ASYNCHRON...IJCNCJournal
Positioning techniques have been a common objective since the early development of wireless networks. However, current positioning methods in cellular networks, for instance, are still primarily focused on the use of the Global Navigation Satellite System (GNSS), which has several limitations, like high power drainage and failure in indoor scenarios. This study introduces a novel approach employing standard LTE signaling in order to provide high accuracy positioning estimation. The proposed technique is designed in analogy to the human sound localization system, eliminating the need of having information from three spatially diverse Base Stations (BSs). This is inspired by the perfect human 3D sound localization with two ears. A field study is carried out in a dense urban city to verify the accuracy of the proposed technique, with more than 20 thousand measurement samples collected. The achieved positioning accuracy is meeting the latest Federal Communications Commission (FCC) requirements in the planner dimension.
FINGERPRINT LOCATION METHODS USING RAY-TRACINGmarcelonog29
Mobile location methods that employ signal fingerprints are becoming increas- ingly popular in a number of wireless positioning solutions. A fingerprint is a spatial database, created either by recorded measurement or simulation, of the radio envi- ronment. It is used to assign signal characteristics such as received signal strength or power delay profiles to an actual location. Measurements made by either the handset or the network, are then matched to those in the fingerprint in order to determine a location. Creation of the fingerprint by an a priori measurement stage is costly and time consuming. Virtual fingerprints, those created by a ray-tracing radio propagation prediction tool, normally require a lengthy o↵-line simulation mode that needs to be repeated each time changes are made to the network or built environment. An open research question exists of whether a virtual fingerprint could be created dynamically via a ray-trace model embedded on a mobile handset for positioning purposes.
The key aim of this thesis is to investigate the trade-o↵ between complexity of the physics required for ray-tracing models and the accuracy of the virtual fingerprints they produce. The most demanding computational phase of a ray-trace simulation is the ray-path finding stage, whereby a distribution of rays cast from a source point, interacting with walls and edges by reflection and di↵raction phenomena are traced to a set of receive points. Due to this, we specifically develop a new technique that decreases the computation of the ray-path finding stage. The new technique utilises a modified method of images rather than brute-force ray casting. It leads to the creation of virtual fingerprints requiring significantly less computation e↵ort relative to ray casting techniques, with only small decreases in accuracy.
Our new technique for virtual fingerprint creation was then applied to the devel- opment of a signal strength fingerprint for a 3G UMTS network covering the Sydney central business district. Our main goal was to determine whether on current mo- bile handsets, a sub-50m location accuracy could be achieved within a few seconds timescale using our system. The results show that this was in fact achievable. We also show how virtual fingerprinting can lead to more accurate solutions. Based on these results we claim user embedded fingerprinting is now a viable alternative to a priori measurement schemes.
This ppt is about Automatic Vehicle Locator (AVL),which is a means of determining the geographic location of a vehicle and transmitting this info to a point where it can be stored & used with certain software and database applications.
AUTOMATIC VEHICLE ACCIDENT INFORMATION BY SMS SYSTEM (AVAIS SYSTEM) Gps gsm a...kailashgavare
This is the GPS based vehicle accident detection and security system. A GPS receiver must be receive
the signal of satellites to calculate a position (latitude and longitude) and send the data to Micro controller.
All function is done by Micro controller. MCU read the information of GPS Modem and display on LCD. In
the vehicle, has different sensor’s like, Fire Detection, CNG gas Leakage, Smoke detector or vibration
sensor etc. When any sensor detected in vehicle, MCU send location and sensor status VIA SMS to user.
In this project PIC microcontroller is used for interfacing to various hardware peripherals. The current
design is an embedded application, which will continuously monitor a moving Vehicle and report the status
of the Vehicle on demand. For doing so an PIC16Fxxx microcontroller is interfaced serially to a GSM
Modem and GPS Receiver. A GSM modem is used to send the position (Latitude and Longitude) of the
vehicle from a remote place. The GPS modem will continuously give the data i.e. the latitude and
longitude indicating the position of the vehicle. The GPS modem gives many parameters as the output,
but only the NMEA data coming out is read and displayed on to the LCD. The same data is sent to the
mobile at the other end from where the position of the vehicle is demanded. An MCU Internal EEPROM is
used to store the mobile number
International Journal of Engineering and Science Invention (IJESI) is an international journal intended for professionals and researchers in all fields of computer science and electronics. IJESI publishes research articles and reviews within the whole field Engineering Science and Technology, new teaching methods, assessment, validation and the impact of new technologies and it will continue to provide information on the latest trends and developments in this ever-expanding subject. The publications of papers are selected through double peer reviewed to ensure originality, relevance, and readability. The articles published in our journal can be accessed online.
Recent advances in radio and embedded systems for completing the procedure of location estimation most
of the time sensor networks are fully dependent on the distance measurements that is present between the
sensor neighbourhood node. Techniques used for the localization can be categorized differently.
Techniques used for the measurement of the distance between the wireless sensor nodes, dependent upon
the physical means are divided into three broader categories namely Received signal strength (RSS), Angle
of Arrival (AOA) and propagation base on time measurements. This paper discusses the most of the
approached of WSN and IoT based positioning system.
HYBRID TOA/AOA SCHEMES FOR MOBILE LOCATION IN CELLULAR COMMUNICATION SYSTEMSijasuc
Wireless location is to determine the position of the mobile station (MS) in wireless communication
networks. Due to the measurements with large errors, location schemes give poorer performance in
non-line-of-sight (NLOS) environments. This paper illustrates methods to integrate all the available
heterogeneous measurements to achieve more accurate location estimation. The proposed hybrid
schemes combine time of arrival (TOA) at seven BSs and angle of arrival (AOA) information at the
serving BS to give location estimation of the MS. The schemes mitigate the NLOS effect simply by the
weighted sum of the intersections between seven TOA circles and the AOA line without requiring priori
knowledge of NLOS error statistics. Different NLOS models were used to evaluate the proposed methods.
It is shown by the simulation results that the proposed methods provide better location accuracy
comparing with Taylor series algorithm (TSA) and the hybrid lines of position algorithm (HLOP).
A Novel Range-Free Localization Scheme for Wireless Sensor NetworksGiselleginaGloria
This paper present a low-cost yet effective localization scheme for the wireless sensor networks. There are many studies in the literature of locating the sensors in the wireless sensor networks. Most of them require either installing extra hardware or having a certain amount of sensor nodes with known positions. The localization scheme we propose in this paper is range-free, i.e., not requiring extra hardware devices, and meanwhile it only needs two anchor nodes with known position. Firstly, we install the first anchor node at the lower left corner (Sink X) and the other anchor node at the lower right corner (Sink Y). Then we calculate the minimum hop counts for each unknown node to both Sink X and Sink Y. According to the minimum hop count pair to Sink X and Sink Y of each node, we can virtually divide the monitored region into zones. We then estimate the coordinate of each sensor depending on its located zone. Finally, we adjust the location estimation of each sensor according to its relative position in the zone. We simulate our proposed scheme and the well-known DV-Hop method. The simulation results show that our proposed scheme is superior to the DV-Hop method under both low density and high density sensor deployments.
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Quality defects in TMT Bars, Possible causes and Potential Solutions.PrashantGoswami42
Maintaining high-quality standards in the production of TMT bars is crucial for ensuring structural integrity in construction. Addressing common defects through careful monitoring, standardized processes, and advanced technology can significantly improve the quality of TMT bars. Continuous training and adherence to quality control measures will also play a pivotal role in minimizing these defects.
Cosmetic shop management system project report.pdfKamal Acharya
Buying new cosmetic products is difficult. It can even be scary for those who have sensitive skin and are prone to skin trouble. The information needed to alleviate this problem is on the back of each product, but it's thought to interpret those ingredient lists unless you have a background in chemistry.
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Data file handling has been effectively used in the program.
The automated cosmetic shop management system should deal with the automation of general workflow and administration process of the shop. The main processes of the system focus on customer's request where the system is able to search the most appropriate products and deliver it to the customers. It should help the employees to quickly identify the list of cosmetic product that have reached the minimum quantity and also keep a track of expired date for each cosmetic product. It should help the employees to find the rack number in which the product is placed.It is also Faster and more efficient way.
Sachpazis:Terzaghi Bearing Capacity Estimation in simple terms with Calculati...Dr.Costas Sachpazis
Terzaghi's soil bearing capacity theory, developed by Karl Terzaghi, is a fundamental principle in geotechnical engineering used to determine the bearing capacity of shallow foundations. This theory provides a method to calculate the ultimate bearing capacity of soil, which is the maximum load per unit area that the soil can support without undergoing shear failure. The Calculation HTML Code included.
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My project named “Event Management System” is software that store and maintained all events coordinated in college. It also helpful to print related reports. My project will help to record the events coordinated by faculties with their Name, Event subject, date & details in an efficient & effective ways.
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It is always satisfying when we can help solve complex challenges like this. Do your systems also need a check-up or optimization? Give us a call!
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2. INTRODUCTION
CONFIGURATION OF A TYPICAL MOBILE
TELECOMMUNICATION NETWORK.
ARCHITECTURE OF A GEOLOCATION
SYSTEM
TECHNOLOGIES USED FOR GEOLOCATION
NEED FOR TRACKING
REFFERENCE
3. Mobile positioning technology has become an important
area of research, for emergency as well as for
commercial services. Mobile positioning in cellular
networks will provide several services such as, locating
stolen mobiles, emergency calls, different billing tariffs
depending on where the call is originated, and methods
to predict the user movement inside a region
4.
5. A geolocation service provider provides
location information and location aware
sevices to subscribers.
The service provider will contact the
location control center about the coordinates
of the mobile system (MS).
The location control center will gather
information required to compute the MS’s
location.
GEOLOCATION SYSTEM
ARCHITECTURE [K0S00]
6. 1.HANDSET BASED MOBILE POSITIONING AND TRACKING
1.1 GLOBAL POSITIONING SYSTEM (GPS)
2. DIRECTION BASED GEOLOCATION
2.1 ANGLE OF ARRIVAL METHOD
3. DISTANCE BASED POSITIONING
3.1 TIME OF ARRIVAL(TOA)
3.2 TIME DIFFERENCE OF ARRIVAL(TDOA)
4. LOCATION TRACKING CURVE METHOD
7. To locate the mobile telephone by
itself, the mobile telephone is provided
with a GPS receiver to calculate its
location.
There should be an unobstructed line
of sight to four or more GPS satellites.
GPS satellites broadcast signals from
space, which each GPS receiver uses
to calculate its three-dimensional
location (latitude, longitude, and
altitude) plus the current time
GPS receivers are used in mobile
phones, vehicles, marine navigation
devices and military applications.
8. This method calculates the angle of
arrival of signal receiving at the BS.
When a mobile user switches the
system ON it receives the signal from
different base stations, may be 3 or 4
or more. The angle of arrival method
requires two or more base station for
the determination.
It measures the direction of signal
falling on the base station and
measures the angle of incidence with
respect to a normal and determines
the position of the system.
9. The TOA method calculates the distance
of a mobile telephone and a BS based
on the TOA of a signal transmitted from
the mobile telephone at the BS.
It is assumed that the mobile telephone
is located at the intersection point of
three circles having the radius of the
distances between the BSs and the
mobile telephone.
The distance is calculated by the
following equation,
Ri = C τi = sqrt ( (xi – X ) 2
+ (yi – Y) 2
) where,
C – Propagation speed of electromagnetic
wave,
τi – propagation of time from the mobile
telephone to ith
base station,
Xi, yi -- location of ith
base station,
X, Y – mobile position
10.
11. When curves are selected for all selected
BS pairs, the location data processor
obtains the intersection points among the
selected curves.
As the selected curves do not intersect at
one point due to the multi-path fading or the
NLOS effects, the midpoint of these
intersection points is determined as the
location of the mobile telephone.
The location data processor represents the
intersection points in the latitude and the
longitude coordinates and transmits the
position coordinates to the network and the
mobile telephone.
12. Emergency service for subscriber safety.
Location sensitive billing.
Cellular Fraud detection.
Intelligent transport system services.
Efficient and effective network performance
and management.
13. J. Caffery, and G. Stuber Jr, “Vehicle location and tracking for IVHS in CDMA
micro-cells”, Proc. IEEE PIMRC, 1994.
G. Morley, and W. Grover, “Improved location estimation with pulse-ranging in
presence of shadowing and multi-path excess-delay effects”, Electronics Letters,
vol.31, No.18, 1995.
Sourabh Pawade, Pushkar Masodkar, Prof Pankaj Hedaoo/ International Journal
ofEngineering Research and Applications (IJERA) ISSN: 2248-962
www.ijera.comVol. 1, Issue 3, pp.1080-1087signals", Proc. SPIE Conf. Wireless
Technologies and