Maneuvering target tracking with high-order correlated noise - a multirate Kalman filtering approach

Wireless Personal Communications

Volumn 17, Issue 1, 2001, Pages 103-123

  Chang, Dah Chung ^a,b,c   Wu, Wen Rong ^b  

^a INDUSTRIAL TECHNOLOGY RESEARCH INSTITUTE   (Taiwan)

^b NATIONAL CHIAO TUNG UNIVERSITY   (Taiwan)

^c FU JEN CATHOLIC UNIVERSITY   (Taiwan)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTER SIMULATION; KALMAN FILTERING; RADAR TARGET RECOGNITION; SPURIOUS SIGNAL NOISE;

CORRELATED NOISE;

RADAR TRACKING;

EID: 0034832526     PISSN: 09296212     EISSN: None     Source Type: Journal    
DOI: 10.1023/A:1008965502460     Document Type: Article

References (24)

1. W.R. Wu and D.C. Chang, "Maneuvering Target Tracking with Colored Noise", IEEE Trans. Aerospace and Electronic Systems, Vol. 32, No. 4, pp. 1311-1320, 1996.
2. S.R. Rogers, "Alpha-Beta Filter with Correlated Measurement Noise", IEEE Trans. Aerospace and Electronic Systems, Vol. 23, No. 4, pp. 592-594, 1987.
3. S.R. Rogers, "Continuous-Time ECV and ECA Track Filters with Colored Measurement Noise", IEEE Trans. Aerospace and Electronic Systems, Vol. 26, pp. 663-666, 1990.
4. C.C. Arcasoy and B. Koc, "Analytical Solution for Continuous-Time Kalman Tracking Filters with Colored Measurement Noise in Frequency Domain", IEEE Trans. Aerospace and Electronic Systems, Vol. 30, pp. 1059-1063, 1994.
5. M. Skolnik, Radar Handbook, 2nd edn, McGraw-Hill: New York, 1991.
6. A.E. Bryson and L.J. Henrikson, "Estimation Using Sampled Data Containing Sequentially Correlated Noise", Journal of Spacecraft, Vol. 5, No. 6, pp. 662-665, 1968.
7. J.A. Guu and C.H. Wei, "Maneuvering Target Tracking Using IMM Method at High Measurement Frequency", IEEE Trans. Aerospace and Electronic Systems, Vol. 27, No. 3, pp. 514-519, 1991.
8. J.A. Guu and C.H. Wei, "Tracking Technique for Maneuvering Target with Correlated Measurement Noise and Unknown Parameters", IEE Proceedings, Pt. F., Vol. 138, No. 3, pp. 278-288, 1991.
9. R. Gazit, "Digital Tracking Filters with High Order Correlated Measurement Noise", IEEE Trans. Aerospace and Electronic Systems, Vol. 33, No. 1, pp. 171-177, 1997.
10. L. Hong, "Multiresolutional Filtering Using Wavelet Transform", IEEE Trans. Aerospace and Electronic Systems Vol. 29, No. 4, pp. 1244-1251, 1993.
11. L. Hong, "Multiresolutional Distributed Filtering", IEEE Trans. Automatic Control, Vol. 39, No. 4, pp. 853-856, 1994.
12. L. Hong, "Multiresolutional Multiple-Model Target Tracking", IEEE Trans. Aerospace and Electronic Systems, Vol. 30, No. 2, pp. 518-524, 1994.
13. B.S. Chen, C.W. Lin and Y.L. Chen, "Optimal Signal Reconstruction in Noisy Filter Bank Systems: Multirate Kalman Synthesis Filtering Approach", IEEE Trans. Signal Processing, Vol. 43, No. 11, pp. 2496-2504, 1995.
14. Y.L. Chen, K.W Tay and B.S. Chen, "Model-Based Filter Banks and Corresponding Subband Coding Systems: Multirate State-Space Approach", Signal Processing, Vol. 55, pp. 257-268, 1996.
15. Y. Bar-Shalom and T.E. Fortman, Tracking and Data Association, Academic Press: New York, 1988.
16. G.A. Hewer, R.D. Martin and J. Zeh, "Robust Preprocessing for Kalman Filtering of Glint Noise", IEEE Trans. Aerospace and Electronic Systems, Vol. 23, No. 1, pp. 120-128, 1987.
17. T.C. Wang and P.K. Varshney, "Measurement Preprocessing Approach for Target Tracking in a Cluttered Environment", IEE Proceedings-F, Radar, Sonar and Navigation, Vol. 141, No. 3, pp. 151-158, 1994.
18. W.R. Wu and D.C. Chang, "Target Tracking by Using the Median Filter as a Preprocessor", The 7th International Conference on Signal Processing Applications and Technology, Boston, MA, Oct. 7-10, 1996, pp. 1469-1473.
19. D.C. Chang and W.R. Wu, "A Feedback Median Filter for Robust Preprocessing of Glint Noise", IEEE Trans. Aerospace and Electronic Systems, Vol. 36, No. 4, pp. 1026-1035, 2000.
20. Y Bar-Shalom, K.C. Chang and H.A.P. Blom, "Tracking a Maneuvering Target Using Input Estimation versus the Interacting Multiple Model Algorithm", IEEE Trans. Aerospace and Electronic Systems, Vol. 25, No. 3, pp. 296-300, 1989.
21. J.P. Princen and A.B. Bradley, "Analysis/Synthesis Filter Bank Design Based on Time Domain Aliasing Cancellation", IEEE Transactions on Acoustics, Speech, Signal Processing, Vol. 34, No. 5, pp. 1153-1161, 1986.
22. M. Vetterli and C. Herley, "Wavelets and Filter Banks: Theory and Design", IEEE Transactions on Signal Processing, Vol. 40, No. 9, pp. 2207-2232, 1992.
23. T.Q. Nguyen and P.P. Vaidyanathan, "Structures for M-Channel Perfect-Reconstruction FIR QMF Banks Which Yield Linear-Phase Analysis Filters", IEEE Transactions on Acoustics, Speech, Signal Processing, Vol. 38, No. 3, pp. 433-446, 1990.
24. K. Nayebi, T.P. Barnwell, III and M.J.T. Smith, "Time-Domain Filter Bank Analysis: A New Design Theory", IEEE Transactions on Signal Processing, Vol. 40, No. 6, pp. 1412-1428, 1992.