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研究生:張銓江
論文名稱:一個計程車車載網路的巡客系統情境模擬產生器
論文名稱(外文):A Context Simulation Generator for Taxi-based Vehicular Ad Hoc Networks
指導教授:竇其仁竇其仁引用關係
口試委員:竇其仁黃秀芬陳青文
口試日期:2014-07-10
學位類別:碩士
校院名稱:逢甲大學
系所名稱:資訊工程學系
學門:工程學門
學類:電資工程學類
論文種類:學術論文
論文出版年:2014
畢業學年度:102
語文別:英文
論文頁數:39
中文關鍵詞:車載網路模擬產生器計程車行為興趣點
外文關鍵詞:VANETssimulation generatortaxi behaviorspoint-of-interest
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產學合作,暫不公開
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摘要 iii
Abstract iv
List of Figures vii
List of Tables viii
Chapter 1 Introduction 1
1.1 Motivation 1
1.2 Overview of Research 2
1.3 Thesis Organization 3
Chapter 2 Related Work 4
2.1 VANETs 4
2.2 Taxi-Passenger Problems 5
2.3 Point-of-Interest 6
2.4 Vehicle Simulators 7
Chapter 3 Context Simulation Generator 9
3.1 System Architecture 9
3.2 Module Design and Development 11
3.2.1 Route Generator and Taxi Behavior Analysis 11
3.2.2 POI Handler and Database 13
3.2.3 Configuration Generator 14
Chapter 4 System implementation and Prototype 15
4.1 System Overview 15
4.2 System Implementation 15
Chapter 5 Experimental Results 20
5.1 Simulation Results of Packets Deliver Ratio 20
5.2 Simulation Results of Service Rate 22
5.3 Simulation Results of Fuel Consumption 24
Chapter 6 Conclusions and Future Work 26
References 27
[1]X. Bai, M. Gong, Z. Gao and S. Li, “Reliable and Efficient Data Dissemination Protocol in VANETs,” in Proceedings of International Conference on Wireless Communication, Networking and Mobile Computing, pp. 1-4, Shanghai, China, Sep. 2012.
[2]P. Y. Chen, J. W. Liu and W. T. Chen, “A Fuel-Saving and Pollution- Reducing Dynamic Taxi-Sharing Protocol in VANETs,” in Proceedings of IEEE Vehicular Technology Conference Fall, pp. 1-5, Ottawa, Japan, Sep. 2010.
[3]L. Chen, S. Wei and L. Shi, “Simulation of Vehicular Ad Hoc Networks with Real City Scenes,” in Proceedings of IEEE International Conference on Communication Software and Networks, pp. 163-166, Xi’an, China, May 2011.
[4]S. F. Cheng and T. D. Nguyen, “TaxiSim: A Multiagent Simulation Platform for Evaluating Taxi Fleet Operations,” in Proceedings of IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, pp. 14-21, Lyon, France, Aug. 2011.
[5]M. Erdelj, E. Natalizio and T. Razafindralambo, “Multiple Point of Interest Discovery and Coverage with Mobile Wireless Sensors,” in Proceedings of International Conference on Computing, Networking and Communications, pp. 121-125, Maui, America, Feb. 2012.
[6]M. Fiore, J. Harri, F. Filali and C. Bonnet, “Vehicular Mobility Simulation for VANETs,” ANSS’07. 40th Annual Simulation Symposium, pp. 301-399, Norfolk, America, Mar. 2007.
[7]A. Grzybek, M.Seredynski, G. Danoy and P. Bouvry, “Aspects and Trends in Realistic VANET Simulations,” in Proceedings of IEEE International Symposium on World of Wireless, Mobile and Multimedia Networks, pp. 1-6, San Francisco, America, Jun. 2012.
[8]Y. L. Hsueh, R. H. Hwang and Y. T. Chen, “An Efficient Taxi Recommender System Based on a Spatiotemporal Factor Analysis Model,” in Proceedings of IEEE International Conference on Computing, Networking and Communications, pp. 429-433, Honolulu, America, Feb, 2014.
[9]G. J. Horng, C. H. Wang, S. T. Cheng, C. W. Hsu and S. F. Su, “Tree-based Adaptive Broadcasting of Bandwidth Allocation for Vehicular Ad Hoc Networks,” in Proceedings of IEEE International Conference on High Performance Computing and Communications, pp. 391-397, Melbourne, Australia, Sep. 2010.
[10]H. Huang, Y. Zhu, X. Li, M. Li and M. Y. Wu, “META: A Mobility Model of Metropolitan Taxis Extracted from GPS Traces,” in Proceedings of IEEE Wireless Communication and Networking Conference, pp. 1-6, Sydney, Australia, Apr. 2010.
[11]S. Jiang and H. L. Chao, “Liner Cooperative Detection for Alarm Messages in Cluster-Based Vehicular Ad Hoc Networks,” in Proceedings of IEEE Wireless Communications and Networking Conference, pp. 1-6, Sydney, Australia, Apr. 2010.
[12]N. Kumar and J. H. Lee, “Peer-to-Peer Cooperative Caching for Data Dissemination in Urban Vehicular Communications,” IEEE Systems Journal, Vol. PP, No. 99, pp. 1-9, Nov. 2013.
[13]V. D. Khairnar, S. N. Pradhan, “Mobility Models for Vehicular Ad-Hoc Network Simulation,” in Proceedings of IEEE Symposium on Computers and Informatics, pp. 460-465, Kuala Lumpur, Malaysia, Mar. 2011
[14]L. Moreira-Matias, J. Gama, M. Ferreira, J. Mendes-Moreira and L. Damas, “Predicting Taxi-Passenger Demand Using Streaming Data,” IEEE Transactions on Intelligent Transportation Systems, Vol. 14, No. 3, pp. 1393-1402, Sep. 2013.
[15]N. S. Nafi and J. Y. Khan, “A Novel Vehicular Mobility Modeling Technique for Developing ITS Applications,” IET International Conference on Wireless Communication and Applications, pp. 1-5, Kuala Lumpur, Malaysia, Oct. 2012.
[16]T. G. Nimje and S. S. Dorle, “A survey on Various Mobility Models to Improve Realistic Simulation and Accuracy of IVC Protocols,” in Proceedings of International Conference on Emerging Trends in Computing, Communication and Nanotechnology, pp. 245-249, Tirunelveli, India, Mar. 2013.
[17]M. Piorkowski, M. Raya, A. L. Lugo, P. Papadimitratos, M. Grossglauser and J. P. Hubaux, “TraNS: realistic Joint Traffic and Network Simulator for VANETs,” ACM Special Interest Group on Mobility of Systems, Users, Data and Computing, Vol. 12, No. 1, pp. 31-33, Jan. 2008.
[18]J. P. Sheu, G. Y. Chang and C. H. Chen, “A Distributed Taxi Hailing Protocol in Vehicular Ad-Hoc Networks,” in Proceedings of IEEE Vehicular Technology Conference, pp. 1-5, Taipei, Taiwan, May 2010.
[19]D. Sutariya and S. Pradhan, “An Improved AODV Routing Protocol for VANETs in City Scenarios,” in Proceedings of International Conference on Advance in Engineering, Science and Management, pp. 575-581, Nagapattinam, India, Mar. 2012.
[20]S. Tiwari and S. Kaushik, “Extracting Region of Interest (ROI) Details Using LBS Infrastructure and Web-Database,” in Proceedings of IEEE International Conference on Mobile Data Management, pp. 376-379, Bengaluru, India, Jan. 2012.
[21]G. Wei, Y. Chen and X. Zhu, “A Vanet-oriented Routing Protocol for Intelligent Taxi-Call Systems,” in Proceedings of IEEE International Conference on Communication Technology, pp. 41-45, Chengdu, China, Nov. 2012.
[22]D. Zhang, H. Huang, M. Chen and X. Liao, “Empirical Study on Taxi GPS Traces for Vehicular Ad Hoc Networks,” in Proceedings of IEEE International conference on Communications, pp. 581-585, Ottawa, Japan, Jun. 2012.
[23]F. Zhang, J. Hao and S. Li, “Traffic Information Aggregation and Propagation Scheme for Vanet in City Environment,” in Proceedings of IEEE International Conference on Broadband Network and Multimedia Technology, pp. 619-623, Beijing, China, Oct. 2010.
[24]Z. Zhang, D. Yang, T. Li, Y. Peng and X. Lian, “Compression and Management of the Point of Interest in Vehicle Navigation,” in Proceedings of International Conference on Eletric Technology and Civil Engineering, pp. 4881-4884, Lushan, China, Apr. 2011.
[25]NS-2
http://www.isi.edu/nsnam/ns/
[26]OPNET
http://www.opnet.com/
[27]OpenStreetMap
http://www.openstreetmap.org/
[28]SUMO
http://sumo.sourceforge.net/
[29]SUMO-User Documents
http://sumo-sim.org/userdoc/
[30]Taiwan Taxi
http://www.taiwantaxi.com.tw/taiwantaxi/main.asp
[31]TIGER database
http://www.census.gov/geo/maps-data/data/tiger.html
[32]VanetMobiSim
http://vanet.eurecom.fr/
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