Simulation and implementation of high-performance collision warning system for motor vehicle safety using embedded ANFIS prediction

3rd International Conference on Innovative Computing Information and Control, ICICIC'08

Volumn , Issue , 2008, Pages

  Chang, Bao Rong ^a   Young, Chung Ping ^b   Tsai, Hsiu Fen ^c   Fang, Ren Yang ^b   Lin, Jian Jr ^b  

^a NATIONAL TAITUNG UNIVERSITY   (Taiwan)

^b NATIONAL CHENG KUNG UNIVERSITY   (Taiwan)

^c SHU TE UNIVERSITY   (Taiwan)

Author keywords

[No Author keywords available]

Indexed keywords

ALARM SYSTEMS; DATA RECORDING; FUZZY INFERENCE; FUZZY SYSTEMS; MOTORS;

ADAPTIVE NETWORK-BASED FUZZY INFERENCE SYSTEM; COLLISION WARNING SYSTEM; CRASH INVESTIGATION; INTERNATIONAL CONFERENCES; MOTOR VEHICLE EVENT DATA RECORDER; MOTOR VEHICLES; VEHICLE INTERFACE;

VEHICLES;

EID: 52449097245     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICICIC.2008.496     Document Type: Conference Paper

References (17)

1. P. Ganci, S. Potts, and F. Okurowski, "A Forward Looking Automotive Radar Sensor," Proc. of IEEE Intelligent Vehicles Symposium, pp. 321-325, 1995.
2. C-M. Lin and C-F. Hsu, "Neural-network hybrid control for antilook braking systems," IEEE Transactions on Neural Networks, Vol. 14, No. 2, pp. 351-359, 2003.
3. A. Mirzaei, M. Moallem, and B. Mirzaeian, "Optimal design of a hybrid controller for antilock braking systems," Proc. of IEEE/ASME International Conference on Advanced Intelligent Mechatronics, pp. 905-910, 2005.
4. T. M. Kowalick, "Pros and Cons of Emerging Event Data Recorders (EDRs) in the Highway Mode of Transportation," Proc. of IEEE Vehicular Technology Conference, pp. 3037-3041, 2001.
5. C. Alaoui and Z. M. Salameh, "On-board diagnostic and rejuvenation system for electric vehicles", Proc. of IEEE Vehicular Technology Conference (Fall), Vol. 5, pp. 3251-3256, 2003.
6. E. Lemaire, E.-M. El Koursi, P. Deloof, and J.-P. Ghys, "Safety Analysis of a Frontal Collision Warning System", Proc. of IEEE Intelligent Vehicles Symposium, pp. 453-458, 2002.
7. NHTSA, "Motor Vehicle Traffic Crash Fatality Counts and Estimates of People Injured for 2005", USA, 2006.
8. IEEE Std 1616, "2004 IEEE Standard for Motor Vehicle Event Data Recorders (MVEDRs)", USA, 2005.
9. J. S. Roger Jang, "ANFIS: Adaptive Network-Based Fuzzy Inference System", IEEE Transactions on System, Man and Cybernetics, Vol. 23, No. 3, pp. 665-685, 1993.
10. Xscale-NAV270, http://www.dmatek.com.tw/tn/viewproc.asp?id=1478.
11. R.B. Gmbh, "CAN Specification Version 2.0", BOSCH, 1991.
12. P. Zheng and M. McDonald, "The Effect of Sensor Errors on the Performance of Collision Warning Systems" Proc. of IEEE Intelligent Transportation Systems, Vol. 1, pp. 469-474, 2003.
13. S. J. Brunson, E. M. Kyle, N. C. Phamdo, and G. R. Preziotti, "Alert Algorithm Development Program NHTSA Rear-End Collision Alert Algorithm", USDOT, 2002.
14. C. H. Cai, D. Du, and Z. Y. Liu, "Battery state-of-charge (SOC) estimation using adaptive neuro-fuzzy inference system (ANFIS)", Proc. of 12th IEEE International Conference on Fuzzy Systems, Vol. 2, pp. 1068-1073, 2003.
15. Fuzzy Logic Toolbox User's Guide http://www.mathworks.com/access/ helpdesk/help/pdf_doc/fuzzy/fuzzy.pdf.
16. S.-Y. Chen, The Design of a DSRC Inter-Vehicle Communication Based Collision Avoidance Mechanism for Highway Safety, Master Thesis in Institute of Computer Science and Information Engineering, National Cheng Kung University, Tainan, Taiwan, January 2007.
17. S.-W. Chang, The Implementation and Application of MVEDR on a Multi-function Digital Automobile Console, Master Thesis in Institute of Computer Science and Information Engineering, National Cheng Kung University, Tainan, Taiwan, July 2006.