Human skill modeling based on stochastic switched dynamics

Analysis and Design of Hybrid Systems 2006

Volumn , Issue , 2006, Pages 64-70

  Suzuki, Tatsuya ^a   Inagaki, Shinkichi ^a   Yamada, Naoyuki ^a  

^a NAGOYA UNIVERSITY   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

BEHAVIORAL RESEARCH; STOCHASTIC MODELS;

ANALYSIS STRATEGIES; ARX MODEL; HUMAN BEHAVIORS; HUMAN SKILL MODEL; HUMAN SKILLS; MAN-MACHINE COOPERATIVE SYSTEM; MODEL-BASED OPC; MODELLING AND ANALYSIS; MODELLING STRATEGIES; STOCHASTICS;

STOCHASTIC SYSTEMS;

EID: 84882506037     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.3182/20060607-3-it-3902.00015     Document Type: Chapter

References (13)

1. Nechyba M.C., Xu Y. Human Control Strategy: Abstraction, Verification and Replication, IEEE Control Systems Magazine 1997, 17(5):48-61.
2. Hannaford B., Lee P. Hidden Markov Model Analysis of Force/Torque Information in Telemanipulation. The Int. J. of Robotics Research 1991, 10-5:528/539.
3. Hirana K., Suzuki T, et al. Quantitative Evaluation for Skill Controller Based on Comparison with Human Demonstration. IEEE Trans. on Cont. Syst. Tech. 2004, 12(4):609-619.
4. Sjoberg J., Zhang Q., et al. Nonlinear Black-Box Modeling in System Identification: a Unified Overview, Automatica 1995, 31(12):1691-1724.
5. Narendra K.S., Pathasarathy K. Identification and Control of Dynamical Systems Using Neural Networks, IEEE Trans. on Neural Networks 1990, 1(l):4-27.
6. Ferrari-Trecate G., Morari M., et al. A clustering technique for the identification of piecewise affine systems, A utomatica 2003, 39:205-217.
7. Roll J., Bemporad A., et al. Identification of piecewise affine systems via mixed-integer programming, A utomatica 2004, 40:37-50.
8. Kim J.H., Hayakawa S., Suzuki T., et al. Modeling of Driver s Collision Avoidance Maneuver based on Controller Switching Model IEEE Trans. of Syst. Man and Cyber 2005, 35(6):1131-1143.
9. Suzuki T., Yamada S., et al. Modeling of Drivers Collision Avoidance Behavior based on Hybrid System Model-An Approach with Data Clustering- Proc, of IEEE Int. Conf. on Syst. Man and Cyber 2005, 3817-3822.
10. Rabiner L.R. A Tutorial on Hidden Markov Models and Selected Applications in Speech Recognition, IEEE 1989, 77.
11. Sagara S, Yang Z.J., Wada K. Identification of Continuous Systems Using Digital Low-pass Filters. Int.J.Syst.Sci. 1991, 22-7:1159-1176.
12. Kim J.H., Hayakawa S., Suzuki T, et al. Modeling of Human Driving Behavior based on Expression as Hybrid Dynamical System. Trans.of SICE 2004, 40(2):180-188.
13. Balakrishnan H., et al. Inference Methods for Autonomous Stochastic Linear Hybrid Systems" LNCS2993, HSCC 2004 2004, 64-79.