Fuzzy multipath filter with kalman algorithm for tracking a low-altitude target

Asian Journal of Control

Volumn 11, Issue 3, 2009, Pages 302-308

  Chen, Yee Ming ^a   Wang, Wen Shiang ^a  

^a YUAN ZE UNIVERSITY   (Taiwan)

Author keywords

Fuzzy logic; Interacting multiple model; Multipath propagation

Indexed keywords

COMPUTER CIRCUITS; FUZZY FILTERS; FUZZY LOGIC; KALMAN FILTERS; MEASUREMENT ERRORS; MULTIPATH PROPAGATION; UNCERTAINTY ANALYSIS;

INTERACTING MULTIPLE MODEL; MULTI-PATH EFFECT; RADAR WAVEFORMS; SURFACE REFLECTIVITY; TRACKING ACCURACY; TRACKING FILTER; UNCERTAIN KNOWLEDGE; UNCERTAIN MEASUREMENTS;

TARGET TRACKING;

EID: 72449126063     PISSN: 15618625     EISSN: None     Source Type: Journal    
DOI: 10.1002/asjc.107     Document Type: Article

References (14)

1. Sherman, S. M., "Complex indicated angles applied to unresolved radar target and multipath," IEEE Trans. Aerosp. Electron. Syst.. AES-7, No. 1, pp. 160-170(1971).
2. Raphael, R., "Scattering of electromagnetic radiation by perfect electromagnetic conductor cylinder." J. Electromagn. Wave Appl., Vol. 20, No. 13, pp. 1853-1860(2006).
3. Symonds, M. D. and J. M. Smith, "Multi-frequency complex angle tracking of low level targets," Proc. IEE int. Conf. Radar, pp. 166-171 (1973).
4. Kumar Bar-shalom, A. Y, W. D. Blair, and G. W. Groves, "Tracking low elevation targets in the presence of multipath," IEEE Trans. AES, Vol. 30, No. 3, pp. 973-979(1994).
5. Blair Daeipour, E. and Y. Bar-Shalom, "Bias compensation and tracking with monopulse radars in the presence of multipath," IEEE Trans. AES, Vol. 33, No. 3, pp. 863-881 (1997).
6. Blom, H. A. P. and Y. Barshalom, "The interacting multiple model algorithm for system with Markovian switching coefficients," IEEE Trans. Autom. Control. Vol. 33, No. 8, pp. 780-783 (1988).
7. Bar-Shalom, Y and T. E. Fortmann, Tracking and Data Association, Academic Press, New York (1988).
8. Bar-Shalom, Y and X.-R. Li, Estimation and Tracking: Principles, Techniques, and Software, Artech House, Boston (1993).
9. McGinnity, S. and G. W. Irwin, "Nonlinear state estimation using fuzzy local linear models," Int. J. Syst. Sci., Vol. 28, No. 7, pp. 643-656 (1996).
10. Quach, T. and M. Farooq, "A fuzzy logic-based target tracking algorithm," SPIE, Vol. 3350, Orlando, FL, pp. 476-487 (1998).
11. Ram-Nandan, P. S. and H. B. William, "Fuzzy logic applications to multisensor-multitarget correlation," IEEE, Trans. AES., Vol. 33, No. 3, pp. 752-767 (1997).
12. Palmieri, F., S. Marano, and P. Willett, "Measurement fusion for target tracking under bandwidth constrain," Proc. 2001 IEEE Aerosp. Conf., Big Sky MT, March (2001).
13. Chen, Y. M. and H. C. Huang, "Application of neural networks in target data fusion," Neural Parallel Sci. Comput., Vol. 9, No. 3-4 (2001).
14. Campo, L., P. Mookerjee, and Y Bar-Shalom, "State estimation for systems with sojourn-time-dependent Markov model switching," IEEE Trans. Autom. Control, Vol. 36, No. 2, pp. 238-243 (1991).