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ISSN: 2278 – 1323
                                                           International Journal of Advanced Research in Computer Engineering & Technology

                                                                                                               Volume 1, Issue 5, July 2012



                     Rapid Disclosure of Client’s Spot
            With the help of Location Based Services
              Mr. Shaik Masood Ahemad M.Tech,                       K.V.Nagendra, Asst Prof, CSE
                 masoodahemad@gmail.com                              kvnagendramtech@gmail.com
             AudiSankara college of Engineering and Technology, Gudur, S.PS.R.Nellore, A.P.

   Abstract— When people are in emergency, generally            Section II provides an overview of related systems and dis-
they may be confused in what to do how to do in getting out     cusses the difficulties in applying such systems specifically
of that emergency. Such times people need to inform their       in India. We introduce in Section III location based services
condition to whoever is right. For that, location based         and their applications. After we introduce our approach in
service is required. This particular paper especially meets     Section IV, we conclude in Section V.
the needs of such people, who met with an accident or in
some other emergency by sending their location in simply                           II. R ELATED WORKS
by pressing one or two buttons from their mobile. One              Advanced Automatic Crash Detection Systems are those
advantage of the proposed system is that it can be used to      systems that automatically notify emergency centers of
report and locate the accident automatically by the person      vehicle crashes. These systems are commonly equipped
involved in the accident even if he cannot speak. A             with sensors distributed in all directions of the vehicle
Location Based Service is an information service that can       and used to collect crash severity information. The system
be accessed using the mobile device through the mobile          then communicate with an emergency dispatcher to assist
network and utilizes the ability to make use of geographical    in determining the appropriate emergency personnel and
positions of the mobile devices. The main objective of this     Equipment.
work is to design and implement a Client-Server System             OnStar [2], which is one of such systems, has been
that helps users to locate their addresses.                     Designed in 1996 to deliver safety, security and information
Key Words: Location Based Services, Accident Location           Services using wireless technology and the Global Position-
     I. I NTRODUCTION AND MOTIVATION                            ing System (GPS) satellite network.
   Recently, the number of accidents of different types            OnStar services include but are not limited to automatic
(Vehicle accidents, fires, etc.) has been increased. Table I    notification of air bag deployment, stolen vehicle location
Shows the number of deaths and injuries resulting from          assistance, emergency services, roadside assistance with
Accidents of different types in India during the period of      location, and remote door unlock. It also allows drivers to
2004-2007 [1]. Table I shows that the number of deaths and      make and receive voice-activated wireless calls and access a
injuries are increasing yearly. In 2007, for example, more      wide range of other information services through a nation-
than 750 accident victims died in India. Some of                wide cellular network.
these deaths can be attributed to the long response time           However, such systems are installed in specific vehicles.
required to reach an accident.                                  For example, OnStar is a wholly-owned subsidiary of Gen-
                                                                eral Motors. Therefore, they cannot be directly applied in
This is due to the fact that the process of determining the
                                                                countries like India because everyone should replace his
location of an accident made by a communication between a
                                                                vehicle by a new vehicle equipped with such a system
person in the accident or a person near the accident and an
emergency personnel as well as sending the nearest              or install the system in his vehicle, which could be too
emergency service and/or police officers needed for reporting   expensive.
                                                                       Moreover, it is required to identify each country’
the accident can be quite lengthy. Moreover, the persons in a
given accident may need an urgent treatment and the delay in    section in order to use the Global Positioning System (GPS)
response time can increase the severity of the accident.        satellite network. Where a section can be a street, subway,
   The main objective of this paper is to reduce the time       university campus, etc. For this reason, it is not easy to use the
                                                                GPS in India.
required to report an accident and to determine its location
                                                                   Other systems, usually called traffic Accident Recording
more precisely. This will reduce the time required for the
                                                                and Reporting Systems (ARRS) [3], [4], [5], [6] are vision-
police and the emergency personnel to reach the accident
                                                                based traffic accident detection systems. Such systems are
location. The proposed idea will make the location identi-
                                                                either image-based or video-based and used for automati-
fication automatic and hence will be more precise and take
less time.                                                      cally detecting, recording, and reporting traffic crashes. They
   The remainder of the paper is organized as follows.          consist mainly of a charge coupled device (CCD) camera

                                                                                                                                       87

                                             All Rights Reserved © 2012 IJARCET
ISSN: 2278 – 1323
                                                               International Journal of Advanced Research in Computer Engineering & Technology

                                                                                                                   Volume 1, Issue 5, July 2012




                                                                      Pull services: this type of service is initiated by the client
                                                                      himself by requesting the service from LBS and giving
                                                                      the permission to the LBS to know his/her location. One
                                                                      example of a Pull service is traffic information requested
                                                                      by sending an SMS to a given number such as 1000 that
                                                                      is specialized in this service. The service provider need
                                                                      to know the location of the client to provide him with
                                                                      information that fulfil the request of the client.
 Figure 1. Snapshot of Accident Recording and Reporting
 Systems (ARRS).                                                      Push services: this type of service is initiated by the
 (located at intersections, traffic lights, or bridges) to obtain a   service provider as a result of previously getting the au-
 view of accidents and/or a digital video recorder (DVR) that         thority from the client to receive the requested information
 can be used for recording all the situations at a given place,       from the service provider, that is a client must be registered
 and finally an image processing unit that detects images             to receive this service. For example, a client can register
 which could be related to a traffic crash.                           in a traffic service. Every morning when she/he is going

        Such systems analyze traffic images & report accidents to work at 7:30AM, the service provider supplies her/him
 to Traffic Monitoring Center (TMC) as illustrated in Fig-        with information regarding traffic movement at that time
 ure 1.                                                           depending at her/his current location. Consequently, if there is
      Nonetheless, the usages of such systems are limited since a huge number of vehicles at a given street it will provide
 cameras (CCD) and digital video recorders (DVD) can              her/him with possible alternatives that she/he can go on so that
 not be distributed everywhere (for example, along roads,         she/he can arrive at her/his work on time.
 highways, subways, etc.). Consequently, it will be useful for the Tracking services: this type of services allow someone to
 detection and reporting of accidents in some hot spots like      request the location of another one. In such type of services,
 intersections.                                                   the person whose location is required has to permit the first
                                                                  one to follow him. Such a service is provided by UMNIAH
III. INTRODUCTION TO LOCATION BASED (a mobile phone company in Jordan). A client can press
 SERVICES AND THEIR APPLICATIONS                                  person location, if the person replay, the client will receive
                                                                  his location via SMS.
    As a result of the huge numbers of mobile phone users, it Emergency Services: such kind of services provide an
 becomes possible to use the mobile in specifying the             automatic or manual call to civil defense in case of an
 location of the mobile users. One method that can be used accident or risk. This service should be provided to all
 to accomplish this task is the use of location based services mobile clients registered in this mobile company. In USA
 (LBSs). A location-based service (LBS) is an information when you dial 911 from your mobile this service will allow
 service that can be accessed using mobile devices through the emergency personnel to specify the location of the caller
 the mobile network and utilizes the ability to make use of directly.
 the geographical position of the mobile device [7], [8], [9].
    There are a number of services included in LBS such           AUTOMATIC ACCIDENT REPORTING
 as specifing other people positions, other resources, and        AND LOCATING
 the position of the user itself, etc. The primary service is       In this section, we present a novel approach for fast and
 obtaining the position of the user itself in order to use a      precise accidents reporting and locating. The approach is
 given service such as finding the nearest restaurant..A client
 number and send an SMS message to specify a given
                                                                                                                                           88

                                                 All Rights Reserved © 2012 IJARCET
ISSN: 2278 – 1323
                                                                International Journal of Advanced Research in Computer Engineering & Technology

                                                                                                                    Volume 1, Issue 5, July 2012


 based on designing and implementing a new service that
 can by sponsored by mobile phone companies to notify
 police center (or other emergency personnel such as fire
 emergency) of an occurred accident and its location.
 A. The Design and the Implementation of the System
    The proposed system uses location based services, which are
 already supported by mobile phone companies, in order to
 specify the location of an accident.
    Basically, the service provided by the system will require
 from the user to open an application on his mobile or to
 select an option for such purpose, he do not have to do
 any thing more. In more details, as shown in Figure 2, one          Figure 2.The service architecture
 person in the accident or anyone near the accident will call
 a specific number, which is a number for opening services      1) The service of the system can be modified to provide
 of a given mobile phone company, then she/he will select          additional information that help the emergency person-
 among services’ options, the option specified for the new         nel to assess the severity of the accident in order to
 service.                                                          assist them in taking the appropriate actions. If the
                                                                   accident is very sever, the user select an option to
The option may contains the following sub-options:                 directly send a message to the police.
   1) police only;
   2) police and ambulance;                                          Otherwise the user will have more choices to specify the
   3) police and fire emergency;                                type of the accident (for example, fire, vehicle crash, and
   4) police, ambulance, end fire emergency.                    personnel accident), the degree of its seriousness and if possible
                                                                more details about the location.
   Note that police is required in all options to report an      2) Since most mobile phones are provided with a camera,
 accident. Once the user selects one of the above options,          we can exploit it to improve the service of the system
 a message will be sent to the mobile phone company                 by allowing the user to take a photo of the accident. The
 containing a request to use one of the emergency services          photo will be sent with the request to the emergency
 mentioned in the above options. The mobile phone company           personnel.
 processed the request as follows:
                                                                 3) The interface of this service should be designed care-
                                                                    fully to make its use fast, simple and useful.
  1) first, it will identify the location of the mobile phone
     who has sent the request message.                             C. Limitations and Potential Solutions
  2) second, it will send a message to the police and emer-
     gency personnel in the following format {<Location>,          One of the limitations of the proposed system is that
     <Emergency Type>, <Client identity>}                       the person using the service of the system must be very
                                                                close to the accident place. This is due to the fact that
    Besides the location and the type of emergency, the         the user’s mobile phone place will be used by the mobile
 detailed message includes the identity of the person who       phone company as a reference to the location of the accident.
 has requested the service. One advantage of the proposed
 system is that it can be used to report and locate the         This is not a big issue due to the following facts:
 accident automatically by the person involved in the
                                                                  • Mobile phones are very popular now and most probably
 accident even if he can not speak.
                                                                    someone close to the accident will posses a mobile
 B. Additional Improvements                                         phone.
   Every one who wants to obtain a phone number should            • The service itself can be modified so that the user
                                                                    can give an estimate of the distance between him
 provide the phone company with a form containing identity
                                                                    and the accident along with a direction towards the
 information as well as a photo copy of his identity card to
                                                                    accident. This will help the emergency personnel to
 be used later by the company to validate the information.
                                                                    approximately locate the accident.
                                                                                                                                            89

                                                All Rights Reserved © 2012 IJARCET
ISSN: 2278 – 1323
                                                                    International Journal of Advanced Research in Computer Engineering & Technology

                                                                                                                        Volume 1, Issue 5, July 2012


         V. CONCLUSION AND FUTURE WORK                             [9] J. H. Schiller and A. Voisard, Eds., Location-Based Services.
                                                                        Morgan Kaufmann, 2004.
We have proposed in this paper a novel system that can be [10] B. Rao and L. Minakakis, “Evolution of mobile location-
employed to significantly reduce the time required to report and      based services,” Commun. ACM, vol. 46, no. 12, pp. 61-
locate accidents. The new system exploits location based             65, December 2003.
services to specify the location of an accident. The proposed
system can be adopted with the help of mobile phone              [11] P. Bellavista, A. Küpper, and S. Helal, “Location-based ser-
companies and its services will be accessible for the users          vices: Back to the future,” IEEE Pervasive Computing, vol. 7,
through the use of mobile phones.                                    no. 2, pp. 85-89, 2008.
                  As a future work, we are implementing the
same technology to the mobiles, here we are using for
identifying the location of a mobile using the GPS
application that enabled in the mobile.

                       REFERENCES
 [1] C. D. in Jordan, “Accidents statistics,” Annual statistics
     report, 2008, http://www.cdd.gov.jo/uploads/e-bab1.pdf.
 [2] R. Carrigan, R. Milton, and D. Morrow, “ADVANCED AU-
     TOMATIC CRASH NOTIFICATION (AACN),” COMPUT-
     ERWORLD HONORS CASE STUDY, 2005, www.onstar.
     com/
     www.cwhonors.org/archives/case_studies/onstar.pdf.

 [3] T. Wells and E. Toffin, “Video-based automatic incident
     detection on san-mateo bridge in the san francisco bay area,” in
     Proceedings of 12th World Congress on ITS,
     San Francisco,6-10 November 2005.
 [4] Y.-K. Ki, J.-W. Kim, and D.-K. Baik, “A Traffic Acci-
     dent Detection Model using Metadata Registry,” Software
     Engineering Research, Management and Applications, ACIS
     International Conference on Software Engineering Research,
     Management and Applications, pp. 255-259, 2006.

 [5] Y.-K. Ki, “Accident Detection System using Image Processing
     and MDR,” International Journal of Computer Science and
     Network Security IJCSNS, vol. 7, no. 3, pp. 35-39, 2007,
     http://paper.ijcsns.org/07_book/200703/20070306.pdf.

 [6] M. S. Shehata, J. Cai, W. M. Badawy, T. W. Burr, M. S.
      Pervez, R. Johannesson, and A. Radmanesh, “Video-based
      automatic incident detection for smart roads: The outdoor en-
      vironmental challenges regarding false alarms,” IEEE Trans-
      actions on Intelligent Transportation Systems, vol. 9, no. 2,
      pp. 349-360, 2008.
 [7] P. M. Adams, G. W. B. Ashwell, and R. Baxter, “Location-
      based services — an overview of the standards,” BT Technology
      Journal, vol. 21, no. 1, pp. 34-43, 2003.
 [8] M. Vijayalakshmi and A. Kannan, “Proactive location-based
     context aware services using agents,” International Journal
     of Mobile Communications, vol. 7, no. 2, pp. 232-252, 2009.

                                                                                                                                                90

                                                All Rights Reserved © 2012 IJARCET

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Rapid disclosure of_clients_spot_witg_the_help_of_location_based_services

  • 1. ISSN: 2278 – 1323 International Journal of Advanced Research in Computer Engineering & Technology Volume 1, Issue 5, July 2012 Rapid Disclosure of Client’s Spot With the help of Location Based Services Mr. Shaik Masood Ahemad M.Tech, K.V.Nagendra, Asst Prof, CSE masoodahemad@gmail.com kvnagendramtech@gmail.com AudiSankara college of Engineering and Technology, Gudur, S.PS.R.Nellore, A.P. Abstract— When people are in emergency, generally Section II provides an overview of related systems and dis- they may be confused in what to do how to do in getting out cusses the difficulties in applying such systems specifically of that emergency. Such times people need to inform their in India. We introduce in Section III location based services condition to whoever is right. For that, location based and their applications. After we introduce our approach in service is required. This particular paper especially meets Section IV, we conclude in Section V. the needs of such people, who met with an accident or in some other emergency by sending their location in simply II. R ELATED WORKS by pressing one or two buttons from their mobile. One Advanced Automatic Crash Detection Systems are those advantage of the proposed system is that it can be used to systems that automatically notify emergency centers of report and locate the accident automatically by the person vehicle crashes. These systems are commonly equipped involved in the accident even if he cannot speak. A with sensors distributed in all directions of the vehicle Location Based Service is an information service that can and used to collect crash severity information. The system be accessed using the mobile device through the mobile then communicate with an emergency dispatcher to assist network and utilizes the ability to make use of geographical in determining the appropriate emergency personnel and positions of the mobile devices. The main objective of this Equipment. work is to design and implement a Client-Server System OnStar [2], which is one of such systems, has been that helps users to locate their addresses. Designed in 1996 to deliver safety, security and information Key Words: Location Based Services, Accident Location Services using wireless technology and the Global Position- I. I NTRODUCTION AND MOTIVATION ing System (GPS) satellite network. Recently, the number of accidents of different types OnStar services include but are not limited to automatic (Vehicle accidents, fires, etc.) has been increased. Table I notification of air bag deployment, stolen vehicle location Shows the number of deaths and injuries resulting from assistance, emergency services, roadside assistance with Accidents of different types in India during the period of location, and remote door unlock. It also allows drivers to 2004-2007 [1]. Table I shows that the number of deaths and make and receive voice-activated wireless calls and access a injuries are increasing yearly. In 2007, for example, more wide range of other information services through a nation- than 750 accident victims died in India. Some of wide cellular network. these deaths can be attributed to the long response time However, such systems are installed in specific vehicles. required to reach an accident. For example, OnStar is a wholly-owned subsidiary of Gen- eral Motors. Therefore, they cannot be directly applied in This is due to the fact that the process of determining the countries like India because everyone should replace his location of an accident made by a communication between a vehicle by a new vehicle equipped with such a system person in the accident or a person near the accident and an emergency personnel as well as sending the nearest or install the system in his vehicle, which could be too emergency service and/or police officers needed for reporting expensive. Moreover, it is required to identify each country’ the accident can be quite lengthy. Moreover, the persons in a given accident may need an urgent treatment and the delay in section in order to use the Global Positioning System (GPS) response time can increase the severity of the accident. satellite network. Where a section can be a street, subway, The main objective of this paper is to reduce the time university campus, etc. For this reason, it is not easy to use the GPS in India. required to report an accident and to determine its location Other systems, usually called traffic Accident Recording more precisely. This will reduce the time required for the and Reporting Systems (ARRS) [3], [4], [5], [6] are vision- police and the emergency personnel to reach the accident based traffic accident detection systems. Such systems are location. The proposed idea will make the location identi- either image-based or video-based and used for automati- fication automatic and hence will be more precise and take less time. cally detecting, recording, and reporting traffic crashes. They The remainder of the paper is organized as follows. consist mainly of a charge coupled device (CCD) camera 87 All Rights Reserved © 2012 IJARCET
  • 2. ISSN: 2278 – 1323 International Journal of Advanced Research in Computer Engineering & Technology Volume 1, Issue 5, July 2012 Pull services: this type of service is initiated by the client himself by requesting the service from LBS and giving the permission to the LBS to know his/her location. One example of a Pull service is traffic information requested by sending an SMS to a given number such as 1000 that is specialized in this service. The service provider need to know the location of the client to provide him with information that fulfil the request of the client. Figure 1. Snapshot of Accident Recording and Reporting Systems (ARRS). Push services: this type of service is initiated by the (located at intersections, traffic lights, or bridges) to obtain a service provider as a result of previously getting the au- view of accidents and/or a digital video recorder (DVR) that thority from the client to receive the requested information can be used for recording all the situations at a given place, from the service provider, that is a client must be registered and finally an image processing unit that detects images to receive this service. For example, a client can register which could be related to a traffic crash. in a traffic service. Every morning when she/he is going Such systems analyze traffic images & report accidents to work at 7:30AM, the service provider supplies her/him to Traffic Monitoring Center (TMC) as illustrated in Fig- with information regarding traffic movement at that time ure 1. depending at her/his current location. Consequently, if there is Nonetheless, the usages of such systems are limited since a huge number of vehicles at a given street it will provide cameras (CCD) and digital video recorders (DVD) can her/him with possible alternatives that she/he can go on so that not be distributed everywhere (for example, along roads, she/he can arrive at her/his work on time. highways, subways, etc.). Consequently, it will be useful for the Tracking services: this type of services allow someone to detection and reporting of accidents in some hot spots like request the location of another one. In such type of services, intersections. the person whose location is required has to permit the first one to follow him. Such a service is provided by UMNIAH III. INTRODUCTION TO LOCATION BASED (a mobile phone company in Jordan). A client can press SERVICES AND THEIR APPLICATIONS person location, if the person replay, the client will receive his location via SMS. As a result of the huge numbers of mobile phone users, it Emergency Services: such kind of services provide an becomes possible to use the mobile in specifying the automatic or manual call to civil defense in case of an location of the mobile users. One method that can be used accident or risk. This service should be provided to all to accomplish this task is the use of location based services mobile clients registered in this mobile company. In USA (LBSs). A location-based service (LBS) is an information when you dial 911 from your mobile this service will allow service that can be accessed using mobile devices through the emergency personnel to specify the location of the caller the mobile network and utilizes the ability to make use of directly. the geographical position of the mobile device [7], [8], [9]. There are a number of services included in LBS such AUTOMATIC ACCIDENT REPORTING as specifing other people positions, other resources, and AND LOCATING the position of the user itself, etc. The primary service is In this section, we present a novel approach for fast and obtaining the position of the user itself in order to use a precise accidents reporting and locating. The approach is given service such as finding the nearest restaurant..A client number and send an SMS message to specify a given 88 All Rights Reserved © 2012 IJARCET
  • 3. ISSN: 2278 – 1323 International Journal of Advanced Research in Computer Engineering & Technology Volume 1, Issue 5, July 2012 based on designing and implementing a new service that can by sponsored by mobile phone companies to notify police center (or other emergency personnel such as fire emergency) of an occurred accident and its location. A. The Design and the Implementation of the System The proposed system uses location based services, which are already supported by mobile phone companies, in order to specify the location of an accident. Basically, the service provided by the system will require from the user to open an application on his mobile or to select an option for such purpose, he do not have to do any thing more. In more details, as shown in Figure 2, one Figure 2.The service architecture person in the accident or anyone near the accident will call a specific number, which is a number for opening services 1) The service of the system can be modified to provide of a given mobile phone company, then she/he will select additional information that help the emergency person- among services’ options, the option specified for the new nel to assess the severity of the accident in order to service. assist them in taking the appropriate actions. If the accident is very sever, the user select an option to The option may contains the following sub-options: directly send a message to the police. 1) police only; 2) police and ambulance; Otherwise the user will have more choices to specify the 3) police and fire emergency; type of the accident (for example, fire, vehicle crash, and 4) police, ambulance, end fire emergency. personnel accident), the degree of its seriousness and if possible more details about the location. Note that police is required in all options to report an 2) Since most mobile phones are provided with a camera, accident. Once the user selects one of the above options, we can exploit it to improve the service of the system a message will be sent to the mobile phone company by allowing the user to take a photo of the accident. The containing a request to use one of the emergency services photo will be sent with the request to the emergency mentioned in the above options. The mobile phone company personnel. processed the request as follows: 3) The interface of this service should be designed care- fully to make its use fast, simple and useful. 1) first, it will identify the location of the mobile phone who has sent the request message. C. Limitations and Potential Solutions 2) second, it will send a message to the police and emer- gency personnel in the following format {<Location>, One of the limitations of the proposed system is that <Emergency Type>, <Client identity>} the person using the service of the system must be very close to the accident place. This is due to the fact that Besides the location and the type of emergency, the the user’s mobile phone place will be used by the mobile detailed message includes the identity of the person who phone company as a reference to the location of the accident. has requested the service. One advantage of the proposed system is that it can be used to report and locate the This is not a big issue due to the following facts: accident automatically by the person involved in the • Mobile phones are very popular now and most probably accident even if he can not speak. someone close to the accident will posses a mobile B. Additional Improvements phone. Every one who wants to obtain a phone number should • The service itself can be modified so that the user can give an estimate of the distance between him provide the phone company with a form containing identity and the accident along with a direction towards the information as well as a photo copy of his identity card to accident. This will help the emergency personnel to be used later by the company to validate the information. approximately locate the accident. 89 All Rights Reserved © 2012 IJARCET
  • 4. ISSN: 2278 – 1323 International Journal of Advanced Research in Computer Engineering & Technology Volume 1, Issue 5, July 2012 V. CONCLUSION AND FUTURE WORK [9] J. H. Schiller and A. Voisard, Eds., Location-Based Services. Morgan Kaufmann, 2004. We have proposed in this paper a novel system that can be [10] B. Rao and L. Minakakis, “Evolution of mobile location- employed to significantly reduce the time required to report and based services,” Commun. ACM, vol. 46, no. 12, pp. 61- locate accidents. The new system exploits location based 65, December 2003. services to specify the location of an accident. The proposed system can be adopted with the help of mobile phone [11] P. Bellavista, A. KĂĽpper, and S. Helal, “Location-based ser- companies and its services will be accessible for the users vices: Back to the future,” IEEE Pervasive Computing, vol. 7, through the use of mobile phones. no. 2, pp. 85-89, 2008. As a future work, we are implementing the same technology to the mobiles, here we are using for identifying the location of a mobile using the GPS application that enabled in the mobile. REFERENCES [1] C. D. in Jordan, “Accidents statistics,” Annual statistics report, 2008, http://www.cdd.gov.jo/uploads/e-bab1.pdf. [2] R. Carrigan, R. Milton, and D. Morrow, “ADVANCED AU- TOMATIC CRASH NOTIFICATION (AACN),” COMPUT- ERWORLD HONORS CASE STUDY, 2005, www.onstar. com/ www.cwhonors.org/archives/case_studies/onstar.pdf. [3] T. Wells and E. Toffin, “Video-based automatic incident detection on san-mateo bridge in the san francisco bay area,” in Proceedings of 12th World Congress on ITS, San Francisco,6-10 November 2005. [4] Y.-K. Ki, J.-W. Kim, and D.-K. Baik, “A Traffic Acci- dent Detection Model using Metadata Registry,” Software Engineering Research, Management and Applications, ACIS International Conference on Software Engineering Research, Management and Applications, pp. 255-259, 2006. [5] Y.-K. Ki, “Accident Detection System using Image Processing and MDR,” International Journal of Computer Science and Network Security IJCSNS, vol. 7, no. 3, pp. 35-39, 2007, http://paper.ijcsns.org/07_book/200703/20070306.pdf. [6] M. S. Shehata, J. Cai, W. M. Badawy, T. W. Burr, M. S. Pervez, R. Johannesson, and A. Radmanesh, “Video-based automatic incident detection for smart roads: The outdoor en- vironmental challenges regarding false alarms,” IEEE Trans- actions on Intelligent Transportation Systems, vol. 9, no. 2, pp. 349-360, 2008. [7] P. M. Adams, G. W. B. Ashwell, and R. Baxter, “Location- based services — an overview of the standards,” BT Technology Journal, vol. 21, no. 1, pp. 34-43, 2003. [8] M. Vijayalakshmi and A. Kannan, “Proactive location-based context aware services using agents,” International Journal of Mobile Communications, vol. 7, no. 2, pp. 232-252, 2009. 90 All Rights Reserved © 2012 IJARCET