Applying Embedded Hybrid ANFIS/Quantum-Tuned BPNN Prediction to Collision Warning System for Motor Vehicle Safety
作者： Bao Rong Chang , Chung-Ping Young , Hsiu Fen Tsai , Jian-Jr Lin
关键词: Transit (satellite) 、 Event data recorder 、 Adaptive neuro fuzzy inference system 、 Adaptive system 、 Artificial neural network 、 Simulation 、 Backpropagation 、 Computer science 、 Vehicle safety 、 Collision system
摘要: This study is to explore how realize high-performance collision warning system (CWS), providing the precaution against traffic crash in transit. An embedded hybrid adaptive network-based fuzzy inference (ANFIS) plus quantum-tuned back-propagation neural network (QT-BPNN) built platform with DaVinci+XScale-NAV270 was employed and we also installed motor vehicle event data recorder (MVEDR). Finally, experiments verification of proposed approach were done successfully achieve better accuracy more effectiveness on level issuing record vehicle.
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computer.org参考文章(13)
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
Lov K. Grover, A fast quantum mechanical algorithm for database search symposium on the theory of computing. pp. 212- 219 ,(1996) , 10.1145/237814.237866
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
Christoph Dürr, Peter Høyer, A quantum algorithm for finding the minimum arXiv: Quantum Physics. ,(1996)