Adaptive fuzzy logic algorithm for grid-map based sensor fusion

IEEE Intelligent Vehicles Symposium, Proceedings

Volumn , Issue , 2004, Pages 625-630

  Cohen, Ofir ^a   Edan, Yael ^a  

^a BEN GURION UNIVERSITY OF THE NEGEV   (Israel)

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE ALGORITHMS; CONFORMAL MAPPING; DECISION MAKING; FUZZY SETS; PROBABILITY; REAL TIME SYSTEMS; SENSORS;

GLOBAL BINARY MAPS (GBM); SENSOR FUSION ALGORITHMS; SENSOR PROBABILITY; SENSORY DATA;

SENSOR DATA FUSION;

EID: 4544348666     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (21)

1. O. Loffeld, M. Rachad and H. Klaus, Multi sensor data fusion for automated guided vehicles, SPIE Sensor and Control for Automation, 2247, 85-96, 1994.
2. Z. Chair and P. K. Varshney, Optimal data fusion in multiple sensor detection systems, IEEE Trans. on Aerospace and Electronic Systems 22(1), 98-101, 1986.
3. M. A. Abidi and R. C. Gonzales, Data Fusion in Robotics and Machine Intelligence, San Diego: Academic Press. 1992.
4. H. J. Kushner and A. Pacut, A simulation study of a decentralized detection problem, IEEE Trans. on Automatic Control 27(5), 1116-1119, 1982.
5. S. Alhakeem and P. K. Varshney, Decentralized Bayesian detection with feedback, IEEE Trans. on System, Man, and Cybernetics, Part A, 26(4), 503-513, 1996.
6. W. Chang and M. Kam, Asynchronous distributed detection, IEEE Trans. on Aerospace and Electronic Systems, 30(3), 818-826, 1994.
7. M. Kam, C. Rorres, W. Chang and X. Zhu, Performance and geometric interpretation for decision fusion with memory, IEEE Trans. on Systems, Man, and Cybernetics, Part A, 29(1), 52-62, 1999.
8. D. A. Pados, P. Papantoni-Kazakos, D. Kazakos, and A. G. Koyiantis, On-line threshold learning for Neyman-Pearson distributed detection, IEEE Trans. on Systems, Man, and Cybernetics, 24(10), 1519-1531, 1994.
9. T. Henderson and E. Shilcrat, Logical sensor system, Journal of Robotics Systems, 1(2), 169-193, 1984.
10. F. Y. Zheng, Integration of multiple sensors into a robotic system and its performance evaluation, IEEE Trans. on Robotics and Automation, 5(5), 658-669, 1989.
11. H. P. Moravec and A. E. Elfes, High resolution maps for wide angle sonar, Proc. of the IEEE Intl. Conf. on Robotics and Automation, 116-121, 1985.
12. E. H. Mamdani and S. Assilian, An experiment in linguistic synthesis with fuzzy logic controller, Intl. Journal of Man Machine Studies, 7(1), 1-13, 1975.
13. B. Kosko, Neural Networks and Fuzzy Systems, Englewood Cliffs NJ, Prentice-Hall, 1992.
14. G. Oriolo, G. Ulivi and M. Venditteli, Real time map building and navigation for autonomous robots in unknown environment, IEEE Trans. on Systems, Man and Cybernetics, Part C, 28(3), 316-333, 1998.
15. Blum R. S., Kassam S. A. and Poor H. V. Distributed detection with multiple sensors: Part II - advanced topics, Proc. of the IEEE, 85(1), 64-79, 1997.
16. O. Cohen and Y. Edan, Adaptive Sensor fusion framework for autonomous vehicles, in Proc. IASTED Intl. Conf., Artificial Intelligence & Applications, Spain, 282-286, 2001.
17. O. Cohen, Multi-Sensor Fusion for an Autonomous Vehicle, Ph.D. proposal, Dept. of Industrial Engineering and Management, Ben-Gurion University of the Negev, Beer Sheva, Israel, 2003.
18. M. Hollander and D.A. Wolfe, Nonparametric Statistical Methods, New York: John Wiley and Sons Inc., 1973.
19. A. Meystel, Planning in a hierarchical nested autonomous control system, SPIE Mobile Robots, 727, 42-76, 1986.
20. R. A. Brooks, A robust layered control system for a mobile robot, IEEE Trans. on Robotics and Automation, 2(1), 14-23, 1986.
21. R. C. Arkin and T. Balch, AuRA: principles and practice in review, Journal of Experiment and Theoretical Artificial Intelligence 9(2), 175-189, 1997.