Estimation of driving phase by modeling brake pressure signals

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 5863 LNCS, Issue PART 1, 2009, Pages 468-475

  Mima, Hiroki ^a   Ikeda, Kazushi ^a   Shibata, Tomohiro ^a   Fukaya, Naoki ^b   Hitomi, Kentaro ^b   Bando, Takashi ^b  

^a NARA INSTITUTE OF SCIENCE AND TECHNOLOGY   (Japan)

^b DENSO CORPORATION   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

BRAKE PRESSURE; EXPERIMENTAL DATA; GAUSSIANS; MACHINE LEARNING TECHNIQUES; METHOD MODEL; MIXTURE OF GAUSSIANS; SIGNAL SET;

AUTOMOBILE DRIVERS; BRAKES; DATA PROCESSING; LEARNING ALGORITHMS;

HIDDEN MARKOV MODELS;

EID: 76649111058     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-10677-4_53     Document Type: Conference Paper

References (12)

1. Barber, P., Clarke, N.: Advanced collision warning systems. IEE Colloquium 234, 2/1-9 (1998)
2. Piao, J., McDonald, M.: Advanced driver assistance systems from autonomous to cooperative approach. Transport Review 28(5), 659-684 (2008)
3. Lee, D.N.: A theory of visual control of braking based on information about time-to-collision. Perception 5, 437-459 (1976)
4. Kitajima, S., Marumo, Y., Hiraoka, T., Itoh, M.: Comparison of evaluation indices for estimating driver's risk perception of rear-end collision. JARI Research Journal 30(9), 495-498 (2008)
5. Kitajima, S., Kubo, N., Arai, T., Katayama, T.: Reproduction of rear-end collision risk based on data acquired by drive video recorder and verification of driver's brake operation. JSAE Trans. 39(6), 205-210 (2008)
6. Mima, H., Ikeda, K., Shibata, T., Fukaya, N., Hitomi, K., Bando, T.: A rear-end collision warning system for drivers with support vector machines. In: Proc. IEEE Workshop on Statistical Signal Processing (in press, 2009)
7. Kumagai, T., Akamatsu, M.: Prediction of human driving behavior using dynamic bayesian networks. IEICE Trans. Information and Systems E89-D, 857-860 (2006)
8. McCall, J.C., Trivedi, M.M.: Driver behavior and situation aware brake assistance for intelligent vehicles. Proc. of IEEE 95(2), 374-387 (2007)
9. Igarashi, K., Miyajima, C., Ito, K., Takeda, K., Itakura, F., Abut, H.: Biometric identification using driving behavioral signals. In: Proc. IEEE Int'l Conf. on Multimedia and Expo (2004)
10. Reynolds, D., Rose, R.: Robust text-independent speaker identification using gaussian mixture speaker models. IEEE Trans. Speech and Audio Processing 3(1), 72-83 (1995)
11. Rabiner, L.: A tutorial on hidden markov models and selected applications in speech recognition. Proc. of IEEE 77(2), 257-286 (1989)
12. Murphy, K.: Hidden Markov model toolbox for Matlab, http://www.ai.mit. edu/murphyk/Software/HMM/hmm.html