SlideShare a Scribd company logo
1 of 22
INDOOR GEOLOCATION


           PRESENTED BY
           D.LAKSHMI SOUJANYA
           09951A0418
           ECE IV A
Introduction
 Indoor geolocation is an important and novel emerging technology
  for commercial, public safety and military applications.

 In commercial applications for residential and nursing homes there is
  an increasing need for indoor geolocation systems to track people
  with special needs, the elderly, and children who are away from
  visual supervision, to locate in-demand portable equipment in
  hospitals, and to find specific items in warehouses.

 In public safety and military applications, indoor geolocation systems
  are needed to track inmates in prisons, and navigating policeman,
  firefighters and soldiers to complete their missions inside buildings

 These incentives have initiated interest in modeling the radio channel
  for indoor geolocation, development of new technologies, and
  emergence of first generation indoor geolocation products
Global Positioning System (Gps) And E-
               911 Services
 GPS is a worldwide space based radio navigation system that works
  with the help of a constellation of 24 satellites and their base stations.

   It employs signal timing to determine position of a mobile station,
    which acts, as the receiver and orbiting satellites are transmitters

 An Enhanced 9-1-1 system provides a three-digit dialing, no-coin
  requirement from pay telephones and intelligent routing to the Public
  Safety Answering Point (PSAP) that handles the area where the
  phone is located and is able to display the caller's address and
  telephone number at the PSAP for the dispatcher's reference.

    In general, 9-1-1 is an emergency number for any police, fire or
    medical incident
System Architecture
 The architecture of indoor geolocation systems also can be roughly
  grouped into two main categories: handset based architecture and
  network-based architecture

 In network-based architecture the geolocation base stations extract
  location metrics of the mobile station and relay this information to a
  central control station.

 The control station, calculating the metrics it receives, keeps track of
  the mobile station.

 In handset-based architecture, the mobile station estimates self-
  position by measuring received radio signals from multiple fixed
  base stations
Wireless Geolocation Systems
    The basic function of a wireless geolocation system is to gather a
    particular information about the position of a mobile station (MS)
    and process that information to form a location estimate

 The main elements of the system are a number of location sensing
  devices that measure metrics related to the relative position of a
  mobile station with respect to a known fixed station, a positioning
  algorithm that processes metrics reported by location sensing
  terminals to estimate the location coordinates of MS, and a display
  system that illustrates the location of MS to users.

 The location metrics may indicate the approximate arrival direction
  of the signal or the distance between the MS and FS
Geolocation Process
 Geolocation systems attempt to locate an MS by measuring the
  signals traveling between the MS and a set of fixed stations (FS's).

    The signal measurements are first used to determine the length or
    direction of the path, and then the MS position is derived from
    known geometric relationships.

 It is important to note that line-of-sight (LOS) propagation is
  necessary for accurate location estimates.

 The indoor radio propagation channel is characterized as site-
  specific, severe multipath, and low probability for availability of a
  line of sight (LOS) signal propagation path between transmitter and
  receiver.

 The most important impact on location accuracy is due to the
  range/direction estimation error.

 The two major sources of errors that come under this category, in the
  measurement of location metrics in indoor environments are
  multipath fading and no LOS (NLOS) conditions due to shadow
  fading
RSS Geolocation
 In systems using RSS geolocation technique, nearness of an MS to
  fixed detection devices is used to determine its position.

    RSS techniques estimate the location of an MS by measuring the
    power transmitted by it.

 Simple geometric relationships are then used to form the location
  estimate, based on the RSS measurements and the known positions
  of the BS's.

    Once the power transmitted by a mobile terminal is known,
    measuring received signal strength at receiver will provide the
    distance between the transmitter and the receiver using a known
    mathematical model for radio signal path loss with distances.

 The measured distance will determine a circle, centered at the
  receiver, on which the mobile transmitter must lie.

 Three RSS measurements will provide a position fix for the mobile
AOA Geolocation
 The AOA geolocation method uses simple triangulation to locate the
  transmitter.

 The receiver measures the direction of received signals (i.e. angle of
  arrival) from the target transmitter using directional antennas or
  antenna arrays.

 Simple geometric relationships arc then used to form the location
  estimate, based on the AOA measurements and the known positions
  of the BS's.

 With the AOA method, a position fix requires a minimum of two
  BS's in a 2-D plane.

 Multipath propagation, in the form of scattering near and around the
  MS and BS, will affect the measured AOA.

    As a result, more that two receivers are normally needed to improve
    the location accuracy
TOA/TDOA Geolocation
 Time of Arrival

 Time Difference of Arrival

 Time-Based Location
Positioning Algorithms
 TRADITIONAL TECHNIQUES
  – In the indoor radio channel, it is difficult to accurately measure
    AOA and RSS so that most of the independent indoor
    positioning systems mainly use TOA based techniques.

  – With reliable TOA based measurements, simple geometrical
    triangulation methods can be used to find the location of Ms.

  – Due to estimation errors of distances at BS receivers caused by
    inaccurate TOA measurements, the geometrical triangulation
    technique can only provide a region of uncertainly instead of a
    single position fix, for estimated location of the MS.

  – To obtain an estimate of the location coordinates in the presence
    of measurement errors of location metrics, a variety of direct and
    iterative statistical positioning algorithms have been developed to
    solve the problem by formulating it into a set of nonlinear
    equations
 PATTERN RECOGNITION TECHNIQUES
  –    For indoor geolocation applications, the service area is restricted to
      inside and close vicinity of a building, and nowadays the building floor
      plan is normally accessible as an electronic document.

  – The availability of electronic building floor plans is one of the features
      of indoor applications that can be exploited in positioning algorithms

  – Another unique feature of indoor application is that the size of coverage
      area is much smaller than outdoor applications.

  –    This makes it possible to conduct comprehensive planning of placement
      of sensors

  – Operation of Geolocation Technique is based on 2 phases:
  –            - Off-Line phase (Phase of data collection) or
    Learning phase
  –           - Real-Time phase (Phase of user's position location)
Goals Of An Indoor Positioning System
 So-called tags, physical devices associated with the people and assets being
  tracked, which should be as small and light as possible for the widest
  applicability.


 Tags that are inexpensive, for broad appeal and applicability, and therefore
  far simpler in design than GPS receivers.


 An infrastructure that tracks thousands of tags, whereas in GPS, a mobile
  device must determine its own location in reference to an infrastructure.


 Accuracy of 10 meters for most indoor applications, though some require 2-
  meter accuracy or better.


 Counteraction of indoor multipath effects, a challenge when combined with
  the higher accuracy requirement.
Existing Short-range Technologies
 Since the invention of the microprocessor a variety of short-range
  radio-based technologies have been employed to track items indoors.

    They identify objects with a sensor having a range of a few
    centimeters to about 3 meters, depending on the technology

 A newer technology, radio frequency identification (RFID), has been
  emerging over the past decade as a substitute for bar codes.

 Detectable up to about 3 meters away, RFID tags are identified as
  they pass fixed sensors.

 As the tags pass within range of an interrogator (tag reader), their
  circuitry is charged either inductively or electro magnetically.

    Industry exploits them for a wide variety of purposes and as a
    replacement for bar codes.

   Evidently, current RFID offerings were designed to cover doorways,
    where a read range of 3 meters is adequate
Current Mid-range Technologies
 A variety of products can be read from a distance of 15 meters or
  more

 If a receiver is in range, it detects the tag's presence and notifies a
  software application.

    If the tag signal is not received when expected, the system triggers
    an alarm

 A mature instance of this technology is produced by BI Inc.,
  Boulder, Colo., for Electronic Home Arrest Monitoring (EHAM).

    The systems monitor the homes of persons under court-ordered
    supervision, to check whether they are there or not.

 A radio-frequency transmitter fastened around the client's ankle
  emits a signal, and a field-monitoring device picks it up
 The U.S. Department of Defense also deploys a tagging system,
  based on high-end tag technology developed by Savi Technology,
  Mountain View, Calif.

    Containers of the kind usable on any form of transport have two-
    way radio tags attached to them, and their contents recorded in the
    tag's memory

 Several products for identifying locations of objects employ infrared
  technology, called IR1D.

 The tags periodically transmit their identification codes by emitting
  infrared light to readers installed throughout the facility.

 The tag prices are relatively high, and installation is complicated by
  the large number of readers required to ensure a line of sight to every
  possible tag.

 Users also complain about reliability. Nonetheless, IRID systems are
  currently being sold, mostly for health care applications
The 3D-iD system design
 The 3D-iD system was envisioned as the equivalent of a GPS for a
  location fixed by boundaries—a building, say, or a parking lot, or an
  amusement park; hence the term local positioning system (LPS).

     The system uses the concepts of GPS, but with a proprietary
    infrastructure to communicate with inexpensive tags

 In GPS, each satellite transmits a unique code, a copy of which is
  created in real time in the user-set receiver by the internal
  electronics.

    The receiver then gradually time-shifts its internal code until it
    corresponds to the received code—an event called lock-on.

    Once locked on to a satellite, the receiver can determine the exact
    timing of the received signal in reference to its own internal clock

 In real GPS receivers, the internal clock is not quite accurate enough
 A 3D-iD system requires its own indoor antenna infra-structure

 The system is organized as cells within a building.

    Each cell is handled by a cell controller, which is attached to up to
    16 antennas by means of coaxial cables.

 Both the cell controller and the tag are designed to comply with FCC
  Part 15 regulations so that no license is needed for operation.

 In operation, the cell controller quickly cycles among antennas,
  determining distances to whichever of them are in range of the tag.

 Once this is done for at least three antennas, the tag's location in
  space can be estimated

 Without developments in four parallel underlying technologies, 3D-
  iD technology would not have been practical
Drawback

    Even though buildings and updating the signature database are
    much easier in indoor environments than in wide urban areas, the
    major drawback of pattern recognition techniques still lies in
    substantial efforts needed in generation and maintenance of the
    signature database in the view of the fact that working
    environment changes constantly.
Conclusion
   Indoor geolocation is an emerging technology that needs a
    scientific foundation.

   To provide such a foundation we need to characterize the radio
    propagation features that impact the performance of indoor
    geolocation systems.

   The challenge for TOA-based systems is to develop a signaling
    system and infrastructure that is inexpensive to design and deploy,
    complies with frequency regulations, and provides a
    comprehensive coverage for accurate ranging.
Thank You
QUERIES

More Related Content

What's hot (20)

Zigbee technology ppt
Zigbee technology pptZigbee technology ppt
Zigbee technology ppt
 
iMouse
iMouseiMouse
iMouse
 
Wi-max Technology PPT
Wi-max Technology PPTWi-max Technology PPT
Wi-max Technology PPT
 
inter vehicle communication
inter vehicle communicationinter vehicle communication
inter vehicle communication
 
Touchless touch screen
Touchless touch screenTouchless touch screen
Touchless touch screen
 
wireless sensor network ppt
wireless sensor network pptwireless sensor network ppt
wireless sensor network ppt
 
Indoor navigation system
Indoor navigation systemIndoor navigation system
Indoor navigation system
 
IoT Control Units and Communication Models
IoT Control Units and Communication ModelsIoT Control Units and Communication Models
IoT Control Units and Communication Models
 
Underwater Wireless Communication
Underwater Wireless CommunicationUnderwater Wireless Communication
Underwater Wireless Communication
 
Jini technology ppt
Jini technology pptJini technology ppt
Jini technology ppt
 
Li fi technology ppt
Li fi technology pptLi fi technology ppt
Li fi technology ppt
 
Gsm.....ppt
Gsm.....pptGsm.....ppt
Gsm.....ppt
 
Indoor positioning
Indoor positioningIndoor positioning
Indoor positioning
 
Mobile IP
Mobile IPMobile IP
Mobile IP
 
EMBEDDED WEB TECHNOLOGY
EMBEDDED WEB TECHNOLOGYEMBEDDED WEB TECHNOLOGY
EMBEDDED WEB TECHNOLOGY
 
paper presentation _ survey of wireless sensor netwrok
paper presentation _ survey of wireless sensor netwrokpaper presentation _ survey of wireless sensor netwrok
paper presentation _ survey of wireless sensor netwrok
 
Localization in WSN
Localization in WSNLocalization in WSN
Localization in WSN
 
Tracking and positioning of mobile in telecommunication network
Tracking and positioning of mobile in telecommunication networkTracking and positioning of mobile in telecommunication network
Tracking and positioning of mobile in telecommunication network
 
Smart note-taker
Smart note-takerSmart note-taker
Smart note-taker
 
IoT sensor devices
IoT sensor devicesIoT sensor devices
IoT sensor devices
 

Viewers also liked

Lecture 6 geolocation
Lecture 6 geolocationLecture 6 geolocation
Lecture 6 geolocationmoduledesign
 
Wireless Geolocation
Wireless GeolocationWireless Geolocation
Wireless GeolocationFatema Zohora
 
Location, location, geolocation
Location, location, geolocationLocation, location, geolocation
Location, location, geolocationMax Wheeler
 
automatic-street-light-controller
automatic-street-light-controllerautomatic-street-light-controller
automatic-street-light-controllerAmit Singh
 
automatic street light
automatic street lightautomatic street light
automatic street lightAnish Anand
 
Giftet President Appreciation
Giftet President AppreciationGiftet President Appreciation
Giftet President AppreciationIlir Progri
 
Geolocation Databases in Ruby on Rails
Geolocation Databases in Ruby on RailsGeolocation Databases in Ruby on Rails
Geolocation Databases in Ruby on RailsIreneusz Skrobiś
 
Facilities in Abengoa's Solucar Complex (Seville)
Facilities in Abengoa's Solucar Complex (Seville)Facilities in Abengoa's Solucar Complex (Seville)
Facilities in Abengoa's Solucar Complex (Seville)Abengoa
 
STE technology
STE technologySTE technology
STE technologyAbengoa
 
On fuzzy concepts in engineering ppt. ncce
On fuzzy concepts in engineering ppt. ncceOn fuzzy concepts in engineering ppt. ncce
On fuzzy concepts in engineering ppt. ncceSurender Singh
 
Indoor Radio Positioning Systems
Indoor Radio Positioning SystemsIndoor Radio Positioning Systems
Indoor Radio Positioning SystemsIEEEP Karachi
 
LTE protocol exploits – IMSI catchers, blocking devices and location leaks - ...
LTE protocol exploits – IMSI catchers, blocking devices and location leaks - ...LTE protocol exploits – IMSI catchers, blocking devices and location leaks - ...
LTE protocol exploits – IMSI catchers, blocking devices and location leaks - ...EC-Council
 
Wireless fidelity (a.k.a Wi-Fi)
Wireless fidelity (a.k.a Wi-Fi)Wireless fidelity (a.k.a Wi-Fi)
Wireless fidelity (a.k.a Wi-Fi)Vineet Sansare
 
Lunch2.0 - Geolocation - July 2010
Lunch2.0 - Geolocation - July 2010Lunch2.0 - Geolocation - July 2010
Lunch2.0 - Geolocation - July 2010Jeff Schneidewind
 

Viewers also liked (20)

Lecture 6 geolocation
Lecture 6 geolocationLecture 6 geolocation
Lecture 6 geolocation
 
Wireless Geolocation
Wireless GeolocationWireless Geolocation
Wireless Geolocation
 
Location, location, geolocation
Location, location, geolocationLocation, location, geolocation
Location, location, geolocation
 
Ultra wide band technology
Ultra wide band technology Ultra wide band technology
Ultra wide band technology
 
automatic-street-light-controller
automatic-street-light-controllerautomatic-street-light-controller
automatic-street-light-controller
 
automatic street light
automatic street lightautomatic street light
automatic street light
 
Giftet President Appreciation
Giftet President AppreciationGiftet President Appreciation
Giftet President Appreciation
 
Space Communications and Navigation (SCaN) Testbed
Space Communications and Navigation (SCaN) TestbedSpace Communications and Navigation (SCaN) Testbed
Space Communications and Navigation (SCaN) Testbed
 
Geolocation Databases in Ruby on Rails
Geolocation Databases in Ruby on RailsGeolocation Databases in Ruby on Rails
Geolocation Databases in Ruby on Rails
 
Facilities in Abengoa's Solucar Complex (Seville)
Facilities in Abengoa's Solucar Complex (Seville)Facilities in Abengoa's Solucar Complex (Seville)
Facilities in Abengoa's Solucar Complex (Seville)
 
STE technology
STE technologySTE technology
STE technology
 
On fuzzy concepts in engineering ppt. ncce
On fuzzy concepts in engineering ppt. ncceOn fuzzy concepts in engineering ppt. ncce
On fuzzy concepts in engineering ppt. ncce
 
Indoor GPS
Indoor GPSIndoor GPS
Indoor GPS
 
Indoor Radio Positioning Systems
Indoor Radio Positioning SystemsIndoor Radio Positioning Systems
Indoor Radio Positioning Systems
 
positioning
positioningpositioning
positioning
 
Engineering Education and Research seminar by National Instruments
Engineering Education and Research seminar by National InstrumentsEngineering Education and Research seminar by National Instruments
Engineering Education and Research seminar by National Instruments
 
LTE protocol exploits – IMSI catchers, blocking devices and location leaks - ...
LTE protocol exploits – IMSI catchers, blocking devices and location leaks - ...LTE protocol exploits – IMSI catchers, blocking devices and location leaks - ...
LTE protocol exploits – IMSI catchers, blocking devices and location leaks - ...
 
Audio spotlighting
Audio spotlightingAudio spotlighting
Audio spotlighting
 
Wireless fidelity (a.k.a Wi-Fi)
Wireless fidelity (a.k.a Wi-Fi)Wireless fidelity (a.k.a Wi-Fi)
Wireless fidelity (a.k.a Wi-Fi)
 
Lunch2.0 - Geolocation - July 2010
Lunch2.0 - Geolocation - July 2010Lunch2.0 - Geolocation - July 2010
Lunch2.0 - Geolocation - July 2010
 

Similar to Indoor Geolocation Techniques and Applications

Tracking and positioning of mobile in telecommunications.
Tracking and positioning of mobile in telecommunications.Tracking and positioning of mobile in telecommunications.
Tracking and positioning of mobile in telecommunications.Sanket Pawar
 
Trackingandpositioningofmobilesystemsintelecomnetwork2 120827235434-phpapp01
Trackingandpositioningofmobilesystemsintelecomnetwork2 120827235434-phpapp01Trackingandpositioningofmobilesystemsintelecomnetwork2 120827235434-phpapp01
Trackingandpositioningofmobilesystemsintelecomnetwork2 120827235434-phpapp01prasanna naik
 
Hybridised_Positioning_Algorithms_in_Location_Based_Services
Hybridised_Positioning_Algorithms_in_Location_Based_ServicesHybridised_Positioning_Algorithms_in_Location_Based_Services
Hybridised_Positioning_Algorithms_in_Location_Based_ServicesNavid Solhjoo
 
LOCALIZATION ALGORITHM USING VARYING SPEED MOBILE SINK FOR WIRELESS SENSOR NE...
LOCALIZATION ALGORITHM USING VARYING SPEED MOBILE SINK FOR WIRELESS SENSOR NE...LOCALIZATION ALGORITHM USING VARYING SPEED MOBILE SINK FOR WIRELESS SENSOR NE...
LOCALIZATION ALGORITHM USING VARYING SPEED MOBILE SINK FOR WIRELESS SENSOR NE...ijasuc
 
3D Localization Algorithms for Wireless Sensor Networks
3D Localization Algorithms for Wireless Sensor Networks3D Localization Algorithms for Wireless Sensor Networks
3D Localization Algorithms for Wireless Sensor NetworksIOSR Journals
 
Evolution Of AGPS And E911
Evolution Of AGPS And E911Evolution Of AGPS And E911
Evolution Of AGPS And E911ronrulzzz
 
IOT-WSN: SURVEY ON POSITIONING TECHNIQUES
IOT-WSN: SURVEY ON POSITIONING TECHNIQUESIOT-WSN: SURVEY ON POSITIONING TECHNIQUES
IOT-WSN: SURVEY ON POSITIONING TECHNIQUESijassn
 
An Enhanced Predictive Proportion using TMP Algorithm in WSN Navigation
An Enhanced Predictive Proportion using TMP Algorithm in WSN NavigationAn Enhanced Predictive Proportion using TMP Algorithm in WSN Navigation
An Enhanced Predictive Proportion using TMP Algorithm in WSN NavigationIJCERT
 
Positioning in Location Based Services
Positioning in Location Based ServicesPositioning in Location Based Services
Positioning in Location Based Servicesessi
 
Location in ubiquitous computing, LOCATION SYSTEMS
Location in ubiquitous computing, LOCATION SYSTEMSLocation in ubiquitous computing, LOCATION SYSTEMS
Location in ubiquitous computing, LOCATION SYSTEMSSalah Amean
 
A New Approach for Error Reduction in Localization for Wireless Sensor Networks
A New Approach for Error Reduction in Localization for Wireless Sensor NetworksA New Approach for Error Reduction in Localization for Wireless Sensor Networks
A New Approach for Error Reduction in Localization for Wireless Sensor Networksidescitation
 
Cellular positioning (1)
Cellular positioning (1)Cellular positioning (1)
Cellular positioning (1)Pabitra Kumar
 
Cellular positioning (1)
Cellular positioning (1)Cellular positioning (1)
Cellular positioning (1)Pabitra Kumar
 
Tracking and positioning_of_mobile_systems_in_telecom_network_2
Tracking and positioning_of_mobile_systems_in_telecom_network_2Tracking and positioning_of_mobile_systems_in_telecom_network_2
Tracking and positioning_of_mobile_systems_in_telecom_network_2HITESH Kumawat
 
Tracking and positioning of mobile systems in telecommunication networks
Tracking and positioning of mobile systems in telecommunication networksTracking and positioning of mobile systems in telecommunication networks
Tracking and positioning of mobile systems in telecommunication networksrahul_2013
 

Similar to Indoor Geolocation Techniques and Applications (20)

Coordinate Location Fingerprint Based On WiFi Service
Coordinate Location Fingerprint Based On  WiFi ServiceCoordinate Location Fingerprint Based On  WiFi Service
Coordinate Location Fingerprint Based On WiFi Service
 
Lps
LpsLps
Lps
 
Tracking and positioning of mobile in telecommunications.
Tracking and positioning of mobile in telecommunications.Tracking and positioning of mobile in telecommunications.
Tracking and positioning of mobile in telecommunications.
 
Trackingandpositioningofmobilesystemsintelecomnetwork2 120827235434-phpapp01
Trackingandpositioningofmobilesystemsintelecomnetwork2 120827235434-phpapp01Trackingandpositioningofmobilesystemsintelecomnetwork2 120827235434-phpapp01
Trackingandpositioningofmobilesystemsintelecomnetwork2 120827235434-phpapp01
 
Hybridised_Positioning_Algorithms_in_Location_Based_Services
Hybridised_Positioning_Algorithms_in_Location_Based_ServicesHybridised_Positioning_Algorithms_in_Location_Based_Services
Hybridised_Positioning_Algorithms_in_Location_Based_Services
 
LOCALIZATION ALGORITHM USING VARYING SPEED MOBILE SINK FOR WIRELESS SENSOR NE...
LOCALIZATION ALGORITHM USING VARYING SPEED MOBILE SINK FOR WIRELESS SENSOR NE...LOCALIZATION ALGORITHM USING VARYING SPEED MOBILE SINK FOR WIRELESS SENSOR NE...
LOCALIZATION ALGORITHM USING VARYING SPEED MOBILE SINK FOR WIRELESS SENSOR NE...
 
3D Localization Algorithms for Wireless Sensor Networks
3D Localization Algorithms for Wireless Sensor Networks3D Localization Algorithms for Wireless Sensor Networks
3D Localization Algorithms for Wireless Sensor Networks
 
Evolution Of AGPS And E911
Evolution Of AGPS And E911Evolution Of AGPS And E911
Evolution Of AGPS And E911
 
IOT-WSN: SURVEY ON POSITIONING TECHNIQUES
IOT-WSN: SURVEY ON POSITIONING TECHNIQUESIOT-WSN: SURVEY ON POSITIONING TECHNIQUES
IOT-WSN: SURVEY ON POSITIONING TECHNIQUES
 
An Enhanced Predictive Proportion using TMP Algorithm in WSN Navigation
An Enhanced Predictive Proportion using TMP Algorithm in WSN NavigationAn Enhanced Predictive Proportion using TMP Algorithm in WSN Navigation
An Enhanced Predictive Proportion using TMP Algorithm in WSN Navigation
 
Positioning in Location Based Services
Positioning in Location Based ServicesPositioning in Location Based Services
Positioning in Location Based Services
 
Location in ubiquitous computing, LOCATION SYSTEMS
Location in ubiquitous computing, LOCATION SYSTEMSLocation in ubiquitous computing, LOCATION SYSTEMS
Location in ubiquitous computing, LOCATION SYSTEMS
 
telenity
telenitytelenity
telenity
 
A New Approach for Error Reduction in Localization for Wireless Sensor Networks
A New Approach for Error Reduction in Localization for Wireless Sensor NetworksA New Approach for Error Reduction in Localization for Wireless Sensor Networks
A New Approach for Error Reduction in Localization for Wireless Sensor Networks
 
Cellular positioning (1)
Cellular positioning (1)Cellular positioning (1)
Cellular positioning (1)
 
Cellular positioning (1)
Cellular positioning (1)Cellular positioning (1)
Cellular positioning (1)
 
Tracking and positioning_of_mobile_systems_in_telecom_network_2
Tracking and positioning_of_mobile_systems_in_telecom_network_2Tracking and positioning_of_mobile_systems_in_telecom_network_2
Tracking and positioning_of_mobile_systems_in_telecom_network_2
 
40120130405021
4012013040502140120130405021
40120130405021
 
3 ijcse-01222-5
3 ijcse-01222-53 ijcse-01222-5
3 ijcse-01222-5
 
Tracking and positioning of mobile systems in telecommunication networks
Tracking and positioning of mobile systems in telecommunication networksTracking and positioning of mobile systems in telecommunication networks
Tracking and positioning of mobile systems in telecommunication networks
 

Indoor Geolocation Techniques and Applications

  • 1. INDOOR GEOLOCATION PRESENTED BY D.LAKSHMI SOUJANYA 09951A0418 ECE IV A
  • 2. Introduction  Indoor geolocation is an important and novel emerging technology for commercial, public safety and military applications.  In commercial applications for residential and nursing homes there is an increasing need for indoor geolocation systems to track people with special needs, the elderly, and children who are away from visual supervision, to locate in-demand portable equipment in hospitals, and to find specific items in warehouses.  In public safety and military applications, indoor geolocation systems are needed to track inmates in prisons, and navigating policeman, firefighters and soldiers to complete their missions inside buildings  These incentives have initiated interest in modeling the radio channel for indoor geolocation, development of new technologies, and emergence of first generation indoor geolocation products
  • 3. Global Positioning System (Gps) And E- 911 Services  GPS is a worldwide space based radio navigation system that works with the help of a constellation of 24 satellites and their base stations.  It employs signal timing to determine position of a mobile station, which acts, as the receiver and orbiting satellites are transmitters  An Enhanced 9-1-1 system provides a three-digit dialing, no-coin requirement from pay telephones and intelligent routing to the Public Safety Answering Point (PSAP) that handles the area where the phone is located and is able to display the caller's address and telephone number at the PSAP for the dispatcher's reference.  In general, 9-1-1 is an emergency number for any police, fire or medical incident
  • 4. System Architecture  The architecture of indoor geolocation systems also can be roughly grouped into two main categories: handset based architecture and network-based architecture  In network-based architecture the geolocation base stations extract location metrics of the mobile station and relay this information to a central control station.  The control station, calculating the metrics it receives, keeps track of the mobile station.  In handset-based architecture, the mobile station estimates self- position by measuring received radio signals from multiple fixed base stations
  • 6. The basic function of a wireless geolocation system is to gather a particular information about the position of a mobile station (MS) and process that information to form a location estimate  The main elements of the system are a number of location sensing devices that measure metrics related to the relative position of a mobile station with respect to a known fixed station, a positioning algorithm that processes metrics reported by location sensing terminals to estimate the location coordinates of MS, and a display system that illustrates the location of MS to users.  The location metrics may indicate the approximate arrival direction of the signal or the distance between the MS and FS
  • 7. Geolocation Process  Geolocation systems attempt to locate an MS by measuring the signals traveling between the MS and a set of fixed stations (FS's).  The signal measurements are first used to determine the length or direction of the path, and then the MS position is derived from known geometric relationships.  It is important to note that line-of-sight (LOS) propagation is necessary for accurate location estimates.  The indoor radio propagation channel is characterized as site- specific, severe multipath, and low probability for availability of a line of sight (LOS) signal propagation path between transmitter and receiver.  The most important impact on location accuracy is due to the range/direction estimation error.  The two major sources of errors that come under this category, in the measurement of location metrics in indoor environments are multipath fading and no LOS (NLOS) conditions due to shadow fading
  • 8. RSS Geolocation  In systems using RSS geolocation technique, nearness of an MS to fixed detection devices is used to determine its position.  RSS techniques estimate the location of an MS by measuring the power transmitted by it.  Simple geometric relationships are then used to form the location estimate, based on the RSS measurements and the known positions of the BS's.  Once the power transmitted by a mobile terminal is known, measuring received signal strength at receiver will provide the distance between the transmitter and the receiver using a known mathematical model for radio signal path loss with distances.  The measured distance will determine a circle, centered at the receiver, on which the mobile transmitter must lie.  Three RSS measurements will provide a position fix for the mobile
  • 9. AOA Geolocation  The AOA geolocation method uses simple triangulation to locate the transmitter.  The receiver measures the direction of received signals (i.e. angle of arrival) from the target transmitter using directional antennas or antenna arrays.  Simple geometric relationships arc then used to form the location estimate, based on the AOA measurements and the known positions of the BS's.  With the AOA method, a position fix requires a minimum of two BS's in a 2-D plane.  Multipath propagation, in the form of scattering near and around the MS and BS, will affect the measured AOA.  As a result, more that two receivers are normally needed to improve the location accuracy
  • 10. TOA/TDOA Geolocation  Time of Arrival  Time Difference of Arrival  Time-Based Location
  • 11. Positioning Algorithms  TRADITIONAL TECHNIQUES – In the indoor radio channel, it is difficult to accurately measure AOA and RSS so that most of the independent indoor positioning systems mainly use TOA based techniques. – With reliable TOA based measurements, simple geometrical triangulation methods can be used to find the location of Ms. – Due to estimation errors of distances at BS receivers caused by inaccurate TOA measurements, the geometrical triangulation technique can only provide a region of uncertainly instead of a single position fix, for estimated location of the MS. – To obtain an estimate of the location coordinates in the presence of measurement errors of location metrics, a variety of direct and iterative statistical positioning algorithms have been developed to solve the problem by formulating it into a set of nonlinear equations
  • 12.  PATTERN RECOGNITION TECHNIQUES – For indoor geolocation applications, the service area is restricted to inside and close vicinity of a building, and nowadays the building floor plan is normally accessible as an electronic document. – The availability of electronic building floor plans is one of the features of indoor applications that can be exploited in positioning algorithms – Another unique feature of indoor application is that the size of coverage area is much smaller than outdoor applications. – This makes it possible to conduct comprehensive planning of placement of sensors – Operation of Geolocation Technique is based on 2 phases: – - Off-Line phase (Phase of data collection) or Learning phase – - Real-Time phase (Phase of user's position location)
  • 13. Goals Of An Indoor Positioning System  So-called tags, physical devices associated with the people and assets being tracked, which should be as small and light as possible for the widest applicability.  Tags that are inexpensive, for broad appeal and applicability, and therefore far simpler in design than GPS receivers.  An infrastructure that tracks thousands of tags, whereas in GPS, a mobile device must determine its own location in reference to an infrastructure.  Accuracy of 10 meters for most indoor applications, though some require 2- meter accuracy or better.  Counteraction of indoor multipath effects, a challenge when combined with the higher accuracy requirement.
  • 14. Existing Short-range Technologies  Since the invention of the microprocessor a variety of short-range radio-based technologies have been employed to track items indoors.  They identify objects with a sensor having a range of a few centimeters to about 3 meters, depending on the technology  A newer technology, radio frequency identification (RFID), has been emerging over the past decade as a substitute for bar codes.  Detectable up to about 3 meters away, RFID tags are identified as they pass fixed sensors.  As the tags pass within range of an interrogator (tag reader), their circuitry is charged either inductively or electro magnetically.  Industry exploits them for a wide variety of purposes and as a replacement for bar codes.  Evidently, current RFID offerings were designed to cover doorways, where a read range of 3 meters is adequate
  • 15. Current Mid-range Technologies  A variety of products can be read from a distance of 15 meters or more  If a receiver is in range, it detects the tag's presence and notifies a software application.  If the tag signal is not received when expected, the system triggers an alarm  A mature instance of this technology is produced by BI Inc., Boulder, Colo., for Electronic Home Arrest Monitoring (EHAM).  The systems monitor the homes of persons under court-ordered supervision, to check whether they are there or not.  A radio-frequency transmitter fastened around the client's ankle emits a signal, and a field-monitoring device picks it up
  • 16.  The U.S. Department of Defense also deploys a tagging system, based on high-end tag technology developed by Savi Technology, Mountain View, Calif.  Containers of the kind usable on any form of transport have two- way radio tags attached to them, and their contents recorded in the tag's memory  Several products for identifying locations of objects employ infrared technology, called IR1D.  The tags periodically transmit their identification codes by emitting infrared light to readers installed throughout the facility.  The tag prices are relatively high, and installation is complicated by the large number of readers required to ensure a line of sight to every possible tag.  Users also complain about reliability. Nonetheless, IRID systems are currently being sold, mostly for health care applications
  • 17. The 3D-iD system design  The 3D-iD system was envisioned as the equivalent of a GPS for a location fixed by boundaries—a building, say, or a parking lot, or an amusement park; hence the term local positioning system (LPS).  The system uses the concepts of GPS, but with a proprietary infrastructure to communicate with inexpensive tags  In GPS, each satellite transmits a unique code, a copy of which is created in real time in the user-set receiver by the internal electronics.  The receiver then gradually time-shifts its internal code until it corresponds to the received code—an event called lock-on.  Once locked on to a satellite, the receiver can determine the exact timing of the received signal in reference to its own internal clock  In real GPS receivers, the internal clock is not quite accurate enough
  • 18.  A 3D-iD system requires its own indoor antenna infra-structure  The system is organized as cells within a building.  Each cell is handled by a cell controller, which is attached to up to 16 antennas by means of coaxial cables.  Both the cell controller and the tag are designed to comply with FCC Part 15 regulations so that no license is needed for operation.  In operation, the cell controller quickly cycles among antennas, determining distances to whichever of them are in range of the tag.  Once this is done for at least three antennas, the tag's location in space can be estimated  Without developments in four parallel underlying technologies, 3D- iD technology would not have been practical
  • 19. Drawback  Even though buildings and updating the signature database are much easier in indoor environments than in wide urban areas, the major drawback of pattern recognition techniques still lies in substantial efforts needed in generation and maintenance of the signature database in the view of the fact that working environment changes constantly.
  • 20. Conclusion  Indoor geolocation is an emerging technology that needs a scientific foundation.  To provide such a foundation we need to characterize the radio propagation features that impact the performance of indoor geolocation systems.  The challenge for TOA-based systems is to develop a signaling system and infrastructure that is inexpensive to design and deploy, complies with frequency regulations, and provides a comprehensive coverage for accurate ranging.