Abstract
The static path planning of transportation network is only considering the shortest-path from source to destination. The approach cannot adjust the path dynamically when the predetermined path is obstructed. It could increase the traveling time to destination and could not effectively plan the path with shortest time. In this paper we propose a Wireless Sensor Network (WSN) assisted framework for dynamic path planning for transportation systems, which collects the traffic information dynamically using sensor nodes and plan the path of transportation network with shortest time using Satellite Navigation System. The WSN can be used for calculating the estimated traveling time and looking for a shortest-time path by way of fusing the traffic information, such as average speed and number of vehicles in a timeframe, collected from the candidate path. Users can thus use handheld device, such as PDA, with GPS (Global Position System) and GIS (Geographic Information System) to dynamically plan the path via requesting the WSN to collect traffic information. It can perform better than the static path planning approach.
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References
Akyildiz, I.F., Su, W., Sankarasubramaniam, Y., Cayirci, E.: Wireless sensor net-works: a survey. Computer Networks 38(4), 393–422
Suri, A., Iyengar, S.S., Cho, E.: Ecoinformatics using wireless sensor networks: An overview. Ecological Informatics 1(3), 287–293
Matsuo, T., Kaneko, Y., Matano, M.: Introduction of intelligent vehicle detection sensors. In: IEEE/IEEJ/JSAI International Conference on Intelligent Transportation Systems, pp. 709–713 (1999)
Akkaya, K., Younis, M.: A survey on routing protocols for wireless sensor networks. Ad Hoc Networks 3(3), 325–349
Wenjie, C., Liqiang, G., Zhilei, C., Zhanglong, C., Shiliang, T.: An intelligent guiding and controlling system for transportation network based on wireless sensor network technology. In: IEEE The Fifth International Conference on Computer and Information Technology, pp. 810–814 (2005)
Chin-Der, W., Ming-Hui, L.: Data fusion methods for accuracy improvement in wireless location systems. In: Wireless Communications and Networking Conference, pp. 471–476 (2004)
Durrant-Whyte, H.: Data fusion in sensor networks. In: Fourth International Symposium on Information Processing in Sensor Networks, April 15, 2005, pages 2 (2005)
Coleri, S., Cheung, S.Y., Varaiya, P.: Sensor Networks for Monitoring Traffic. In: Forty-Second Annual Allerton Conference on Commuinication, Control, and Computing, U. of Illinois (September 2004)
Wenjie, C., Lifeng, C., Zhanglong, C., Shiliang, T.: A Realtime Dynamic Traffic Control System Based on Wireless Sensor Network. In: 2005 International Conference on Parallel Processing Workshops (2005)
Sawant, H., Tan, J., Yang, Q.: A Sensor Network Approach for Intelligent Transportation Systems. In: 2004 IEEE International Conference on Intelligent Robots and Systems, September 28-October 2004, pp. 1796–1801 (2004)
Jun, C.: Route Selection in Public Transportation Network Using GA, http://gis.esri.com/library/userconf/proc05/papers/pap1874.pdf
Koutsonikolas, D., Das, S., Charlie Hu, Y.: Path Planning of Mobile Landmarks for Localization in Wireless Sensor Networks. In: Proceedings of the ICDCS Interna-tional Workshop on Wireless Ad Hoc and Sensor Networks (IEEE WWASN 2006), Lisboa, Portugal (July 4-7, 2006)
van den Berg, M., Hegyi, A., De Schutter, B., Hellendoorn, J.: A macroscopic traffic flow model for integrated control of freeway and urban traffic networks. In: 42nd IEEE Conference on Decision and Control, Maui, Hawaii, pp. 2774–2779 (December 2003)
Younis, M., Youssef, M., Arisha, K.: Energy-aware management for cluster-based sensor networks. Computer Networks 43(5), 649–668 (2003)
Ko, Y.-B., Vaidya, N.H.: Location-aided routing (LAR) in mobile ad hoc networks. In: 4th annual ACM/IEEE international conference on Mobile computing and networking MobiCom 1998, October 1998, pp. 66–75 (1998)
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Chang, YS., Juang, TY., Su, CY. (2008). Wireless Sensor Network Assisted Dynamic Path Planning for Transportation Systems. In: Rong, C., Jaatun, M.G., Sandnes, F.E., Yang, L.T., Ma, J. (eds) Autonomic and Trusted Computing. ATC 2008. Lecture Notes in Computer Science, vol 5060. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-69295-9_49
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DOI: https://doi.org/10.1007/978-3-540-69295-9_49
Publisher Name: Springer, Berlin, Heidelberg
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