A genetic algorithm based multi-dimensional data association algorithm for multi-sensor-multi-target tracking

Mathematical and Computer Modelling

Volumn 26, Issue 4, 1997, Pages 57-69

  Chen, G ^a   Hong, L ^a  

^a Wright State University   (United States)

Author keywords

Data association; Genetic algorithms; Multisensor; Optimal assignment; Target tracking

Indexed keywords

COMPUTATIONAL COMPLEXITY; DATA ACQUISITION; SENSORS;

DATA ASSOCIATION PROBLEMS; MULTISENSOR MULTITARGET TRACKING (MSMTT);

GENETIC ALGORITHMS;

EID: 0031208864     PISSN: 08957177     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0895-7177(97)00144-1     Document Type: Article

References (11)

1. A.B. Poore, N. Rijavec, T.N. Barker and M. Munger, Data association problems posed as multidimensional assignment problems: Numerical simulations, SPIE 1954 (1993).
2. S. Deb, M. Yeddanapudi, K. Pattipati and Y. Bar-shalom, A generalized S-D assignment algorithm for multisensor-multitarget state estimation, IEEE Trans. on Aerospace and Electronic Systems 33 (2), 523-537 (1997).
3. Y. Bar-Shalom, Multitarget Multisensor Tracking: Advanced Applications, Artech House, (1990).
4. F. Wang, J. Litva, T. Lo and E. Bosse, Performance of neural data associator, IEE Proc.-Radar, Sonar Navig. 143 (2), 71-78 (1996).
5. H. Osman, M. Farooq and T. Quach, Fuzzy logic approach to data association, SPIE 2755, 313-322 (1996).
6. Y. Bar-Shalom and X. Li, Multitarget-Multisensor Tracking: Principles and Techniques, YBS Publishing, Storrs, CT, (1995).
7. J.H. Holland, Adaptation in Natural and Artificial Systems, University of Michigan Press, (1975).
8. D.E. Goldberg, Genetic Algorithms in Search, Optimization, and Machine Learning, Addison-Wesley, New York, (1989).
9. S.K. Pal and P.P. Wang, Genetic Algorithms for Pattern Recognition, CRC Press, (1996).
10. L. Chambers, Practical Handbook of Genetic Algorithms, CRC Press, (1995).
11. G. Chen, A genetic algorithm and its applications in control engineering, Research Report of Postdoctoral Fellowship, Beijing University of Aeronautics and Astronautics, Beijing (1996).