A GPS-free method for vehicle future movement directions prediction using SOM for VANET

Applied Intelligence

Volumn 36, Issue 3, 2012, Pages 685-697

  Bohlooli, Ali ^a   Jamshidi, Kamal ^a  

^a UNIVERSITY OF ISFAHAN   (Iran)

Author keywords

GPS free; Prediction; Self organizing map; VANET; Vehicle motion path

Indexed keywords

GPS SERVICES; GPS-FREE; HIGH RISE BUILDING; MOTION PATH; MOVEMENT PATTERN; ROAD NETWORK; SOM(SELF ORGANIZING MAP); URBAN TRAFFIC; VANET; VEHICLE MOTION;

FORECASTING; INTELLIGENT VEHICLE HIGHWAY SYSTEMS; SELF ORGANIZING MAPS; TALL BUILDINGS; VEHICULAR AD HOC NETWORKS;

VEHICLES;

EID: 84862115143     PISSN: 0924669X     EISSN: None     Source Type: Journal    
DOI: 10.1007/s10489-011-0289-9     Document Type: Article

References (23)

1. Andreone L, Ricerche C (2005) Activities and applications of the vehicle to vehicle and vehicle to infrastructure communication to enhance road safety. In: 5th European congress and exhibition on ITS. doi:10.1145/1329125.1329346
2. Morris R, Jannotti J, Kaashoek F, Li J, Decouto D (2000) CarNet: a scalable ad hoc wireless network system. In: Proceedings of the 9th ACM SIGOPS European workshop, pp 61-65
3. Feng J, Zhu Y, Mukai N, Watanabe T (2007) Search on transportation networks for location-based service. Appl Intell 26(1):69-79. doi:10.1007/s10489-006-0004-4 (Pubitemid 46154567)
4. Hartenstein H, Laberteaux P (2008) A tutorial survey on vehicular ad hoc networks. IEEE Commun Mag 46(6):164-171. doi:10.1109/MCOM.2008.4539481
5. Froehlich J, Krumm J (2008) Route prediction from trip observations. In: Society of automotive engineers (SAE) 2008 World congress. doi:10.4271/2008-01- 0201
6. Kaplan F, Elliott D (2006) Understanding GPS: principles and applications, 2nd edn. Artech House, Norwood. doi:10.1017/S0373463300023730
7. Wellenhof H, Lichtenegger BH, Collins B (1994) GPS: theory and practice, 3rd edn. Springer, New York. doi:10.1016/S0969-6997(99)00021-6
8. Humphreys T, Ledvina BM, Psiaki ML, Hanlon BW, Kintner PM (2008) Assessing the spoofing threat: development of a portable GPS civilian spoofer. In: Proc of ION GNSS 2008, Institute of Navigation, Savannah, GA
9. Montgomery PY, Humphreys TE, Ledvina BM (2009) A multi-antenna defense: receiver-autonomous GPS spoofing detection. Inside GNSS 4(2):40-46
10. Doan P, Kawai M (2009) Improved GPS-free ad-hoc network positioning for urban disaster response. In: Proc of urban cultural heritage disaster mitigation, vol 3(1), pp 91-98. doi:10.1155/2010/692513
11. Capkun S, Hamdi M, Hubeaux J (2002) GPS-free positioning in mobile ad-hoc networks. Cluster Comput 5(2):57-67. doi:10.1. 1.18.9834
12. Iyengar R, Sikdar B (2003) Scalable and distributed GPS free positioning for sensor networks. In: Proc IEEE conf comm ICC 2003, vol 1(1), pp 338-342. doi:10.1.1.2.4979
13. Caruso A, Chessa A, De S, Urpi S (2005) A GPS free coordinate assignment and routing in wireless sensor networks. In: Proc 24th annual joint conf IEEE computer and communications societies INFOCOM 2005, pp 150-160. doi:10.1.1.101.1210 (Pubitemid 41390815)
14. Bahadori S, Leone G, Nardi D, Scozzafava L (2007) Real-time people localization and tracking through fixed stereo vision. Appl Intell 26(2):83-97. doi:10.1007/s10489-006-0013-3 (Pubitemid 46384916)
15. Krumm J (2006) Real time destination prediction based on efficient routes. In: Society of automotive engineers (SAE) 2006 World congress. doi:10.1.1.153.2972
16. Simmons R et al (2006) Learning to predict driver route and destination intent. In: 2006 IEEE intelligent transportation systems conference, Toronto, Canada, pp 127-132. doi:10.1.1.169.8237 (Pubitemid 351492157)
17. Krumm J (2008) A Markov model for driver turn prediction. In: Society of automotive engineers (SAE) 2008 World congress. doi:10.1.1.153.2524
18. Kohonen T (1990) The self-organizing map. Proc IEEE 78(9):45-52. doi:10.1029/2004JC002786
19. Freeman J, Skapura D (1991) Neural network, algorithms, applications and programming techniques. Addison-Wesley, Reading. doi:10.1016/S1461-5347(98) 00055-8
20. Sankar P, Biswarup D, Pabitra M (2004) Rough self organizing map. Appl Intell 21(3):289-299. doi:10.1023/B:APIN. 0000043561.99513.69
21. Ye H, Lo B (2000) Feature competitive algorithm for dimension reduction of the self-organizing map input space. Appl Intell 13(3):215-230. doi:10.1023/A:1026511926034
22. Vesanto J, Alhoniemi E (2000) Clustering of self organized map. IEEE Trans Neural Netw 11(3):586-600. doi:10.1109/72.846731
23. Schalkoff R (1997) Artificial neural networks. McGraw-Hill, New York. doi:10.1205/fbp.04205