Traffic status evaluation based on fuzzy clustering and RBF neural network

Proceedings - 2010 7th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2010

Volumn 3, Issue , 2010, Pages 1405-1408

  Liu, Xiaofeng ^a   Sun, Daniel ^a   Chang, Yuntao ^a   Peng, Zhongren ^a,b  

^a TONGJI UNIVERSITY   (China)

^b UNIVERSITY OF FLORIDA   (United States)

Author keywords

Fuzzy C means clustering; ISODATA algorithm; RBF neural network; Road traffic status evaluation; Traffic congestion

Indexed keywords

C-MEANS; EXPERT KNOWLEDGE; FUZZY C MEANS CLUSTERING; FUZZY CLUSTERING METHOD; ISODATA ALGORITHM; RBF NEURAL NETWORK; ROAD TRAFFIC;

CLUSTER ANALYSIS; CLUSTERING ALGORITHMS; FUZZY CLUSTERING; FUZZY SETS; FUZZY SYSTEMS; NEURAL NETWORKS; RADIAL BASIS FUNCTION NETWORKS; ROADS AND STREETS;

TRAFFIC CONGESTION;

EID: 78649298189     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/FSKD.2010.5569188     Document Type: Conference Paper

References (11)

1. ZHANG Xiuyuan, DA Qingdong, ZHANG Guowu.Technology of Highway Automatic Incident Detection.Systems Engineering Theory and Practice,No.6,pp.118-124,2001.
2. DENG Wei, LI Junli. Identification Recurring and Incident Congestions on Freeways. Journal of Southeast University(Natural Science Edition),Vol.24,No.2, pp.60-65,1994.
3. LI Wenjiang, JING Bianshun,YANG Guang,WANG Yanqing. Incident Detection Algorithm Based on Wavelet Analysis. Journal of Xi'an Highway University, Vol.17,No.2B,pp.134-138,1997.
4. ZHUANG Bin, YANG Xiaoguang, LI Keping. Criterion and Detection Algorithm for Road Traffic Congestion Incidents.China Journal of Highway and Transpor,Vol.19,No.3,pp.82-86,2006.
5. LI Qingquan,GAO Dequan,YANG Bisheng.Urban Road Traffic Status Classification Based on Fuzzy Support Vector Machines. Journal of Jilin University (Engineering and Technology Edition),Vol.39,No.Sup2,pp.131-134,2009.
6. ZHANG Yue,ZHOU Shoupin,SU Fen.Fuzzy Mathematics Method and Its Application, Beijing, Coal Industry Publishing House.1992.
7. FEISHI Research Center. Matlab 6.5 Assisted Neural Network Analysis and Design,Beijing,Electronic Industry Press,2004.
8. Taylor M A P, Jeremy EW. Integration of the Global Positioning System and Geographical Information Systems for Traffic Congestion Studies, Transportation Research Part C ,Vol.8,No.1-6,pp.257-285,2000.
9. Richardson A J, Taylor M A P. Travel Time Variability on Commuter Journeys. Journal of Advanced Transportation,Vol.12,No.1,pp.77-99,1978.
10. Underwood R T. Acceleration Noise and Traffic Congestion.Traffic Engineering and Control,Vol.10,No.3,pp.120-123,1986.
11. WANG Li, ZHANG Hai. Traffic State Fuzzy Evaluation Based on Probe Vehicle Data. Journal of System Simulation,Vol.20,No.1,pp.178-181,2008.