Parametric versus non-parametric models of driving behavior signals for driver identification

Lecture Notes in Computer Science

Volumn 3546, Issue , 2005, Pages 739-747

  Wakita, Toshihiro ^a,b   Ozawa, Koji ^b   Miyajima, Chiyomi ^b   Takeda, Kazuya ^b  

^a Toyota Central RandD Laboratories   (Japan)

^b NAGOYA UNIVERSITY   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

AUTOMOBILE DRIVERS; AUTOMOBILE SIMULATORS; BRAKES; FEATURE EXTRACTION; IDENTIFICATION (CONTROL SYSTEMS); MATHEMATICAL MODELS; SIGNAL PROCESSING; VEHICLES; VELOCITY MEASUREMENT;

DRIVER IDENTIFICATION METHOD; DRIVING BEHAVIOR SIGNALS; DRIVING SIMULATOR; NON-PARAMETRIC MODELS;

BEHAVIORAL RESEARCH;

EID: 26444449913     PISSN: 03029743     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/11527923_77     Document Type: Conference Paper

References (8)

1. Oguchi,T. : Analysis of Bottleneck Phenomena at Basic Freeway Segments - Carfollowing Model and Future Exploration - (in Japanese), Journal of the Japan Society of Civil Engineers, 660, IV-49 (2000) 39-51
2. Brackstone,M., McDonald.M.: Car-following: a historical review, Transportation Research Part F 2 (1999) 181-196
3. Ranjitkar,P., Nakatsuji,T., Asano,M.: Performance Evaluation of Microscopic Traffic Flow Models Using Test Track Data, 2004 TRB Annual Meeting (2004)
4. Helly,W.: Simulation of Bottlenecks in Single Lane Traffic Flow, Proc. of the Symposium on Theory of Traffic Flow, Research Laboratories, General Motors (1959) 207-238
5. Bando,M., Hasebe,K., Nakayama,A., Shibata,A., Sugimaya,Y.: Dynamical Model of Traffic Congestion and Numerical Simulation Physical Review E51 (1995) 1035-1042
6. Reynolds,D.A., Rose,R.C.: Robust Text-Independent Speaker Identification Using Gaussian Mixture Speaker Models, IEEE Trans. Speech and Audio Processing, 3 (1995) 72-83
7. Furui,S. : Speaker-independent isolated word recognition using dynamic features of speech spectrum, IEEE Trans. Acoust., Speech, Signal Processing, ASSP-34, no.1 (1986) 52-59
8. Igarashi,K., Miyajima,C., Itou,K., Takeda,K., Itakura,F., Abut,H.: Biometric identification using driving behavioral signals, Proc. 2004 IEEE International Conference on Multimedia and Expo (2004)