Simulation and Implementation of High-Performance Collision Warning System for Motor Vehicle Safety Using Embedded ANFIS Prediction
作者： Bao Rong Chang , Chung-Ping Young , Hsiu Fen Tsai , Ren-Yang Fang , Jian-Jr Lin
关键词:
摘要: A good driver-vehicle interface needs two functions: (a) how to effectively prevent traffic crash and (b) record event data precisely for facilitating the investigation after accident. This study is explore realize high-performance collision warning system (CWS), providing precaution against in transit. An embedded adaptive network-based fuzzy inference (ANFIS) built XScale-NAV270 platform was employed we also installed motor vehicle recorder (MVEDR). Finally, simulation verification of proposed approach were successfully done achieve better accuracy more effectiveness on operation vehicle.
ijicic.org 参考文章(11)
G R Preziotti, S J Brunson, E M Kyle, N C Phamdo, ALERT ALGORITHM DEVELOPMENT PROGRAM: NHTSA REAR-END COLLISION ALERT ALGORITHM ,(2002)
Pengjun Zheng, M. McDonald, The effect of sensor errors on the performance of collision warning systems international conference on intelligent transportation systems. ,vol. 1, pp. 469- 474 ,(2003) , 10.1109/ITSC.2003.1251998
E. Lemaire, E.M. El Koursi, P. Deloof, J.-P. Ghys, Safety analysis of a frontal collision warning system Information Visualization. ,vol. 2, pp. 453- 458 ,(2002) , 10.1109/IVS.2002.1187992
Paul Ganci, Steven Potts, Frank Okurowski, Forward-looking automotive radar sensor Proceedings of SPIE. ,vol. 2592, pp. 60- 65 ,(1995) , 10.1117/12.228921
J.-S.R. Jang, ANFIS: adaptive-network-based fuzzy inference system systems man and cybernetics. ,vol. 23, pp. 665- 685 ,(1993) , 10.1109/21.256541
T.M. Kowalick, Pros and cons of emerging event data recorders (EDRs) in the highway mode of transportation vehicular technology conference. ,vol. 4, pp. 3037- 3041 ,(2001) , 10.1109/VETECS.2001.944161
C. Alaoui, Z.M. Salameh, On-board diagnostic and rejuvenation system for electric vehicles vehicular technology conference. ,vol. 5, pp. 3251- 3256 ,(2003) , 10.1109/VETECF.2003.1286252
P. Ganci, S. Potts, F. Okurowski, A forward looking automotive radar sensor intelligent vehicles symposium. pp. 321- 325 ,(1995) , 10.1109/IVS.1995.528301
Chih-Min Lin, Chun-Fei Hsu, Neural-network hybrid control for antilock braking systems IEEE Transactions on Neural Networks. ,vol. 14, pp. 351- 359 ,(2003) , 10.1109/TNN.2002.806950
A. Mirzaei, M. Moallem, B. Mirzaeian, Optimal design of a hybrid controller for antilock braking systems international conference on advanced intelligent mechatronics. pp. 905- 910 ,(2005) , 10.1109/AIM.2005.1511124