Performance analysis of a track before detect dynamic programming algorithm

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn 1, Issue , 2000, Pages 49-52

  Johnston, Leigh A ^a   Krishnamurthy, Vikram ^a  

^a UNIVERSITY OF MELBOURNE   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

PROBABILITY DISTRIBUTIONS; SIGNAL PROCESSING; TARGET TRACKING; TRACKING (POSITION); ALGORITHMS; ASYMPTOTIC STABILITY; COMPUTER SIMULATION; DATA PROCESSING; DYNAMIC PROGRAMMING; MATRIX ALGEBRA; SIGNAL DETECTION; SIGNAL TO NOISE RATIO;

ASYMPTOTIC EXPRESSIONS; DYNAMIC PROGRAMMING ALGORITHM; EXTREME VALUE THEORY; LIMITING DISTRIBUTIONS; PERFORMANCE ANALYSIS; SIMULATED RESULTS; TARGET EXISTENCES; TRACK BEFORE DETECT; CENTRAL LIMIT THEORY; MULTIPLE HYPOTHESIS TESTING; PROBABILISTIC DATA ASSOCIATION;

DYNAMIC PROGRAMMING; SIGNAL THEORY;

EID: 0033676905     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2000.861860     Document Type: Conference Paper

References (12)

1. I. S. Reed, R. M. Gagliardi, and L. B. Stotts, "Optical moving target detection with 3-D matched filtering, " IEEE Trans. Aerospace and Electronic Systems, vol. 24, pp. 327-336, July 1988.
2. I. S. Reed, R. M. Gagliardi, and L. B. Stotts, "A recursive moving-Target-indication algorithm for optical image sequences, " IEEE Trans. Aerospace and Electronic Systems, vol. 26, pp. 434-440, May 1990.
3. J. Arnold, S. Shaw, and H. Pasternack, "Efficient target tracking using dynamic programming, " IEEE Trans. Aerospace and Electronic Systems, vol. 29, pp. 44-56, Jan. 1993.
4. Y. Barniv and O. Kella, "Dynamic programming solution for detecting dim moving targets part II: Analysis, " IEEE Trans. Aerospace and Electronic Systems, vol. 23, pp. 776-788, Nov. 1987.
5. S. M. Tonissen and R. J. Evans, "Performance of dynamic programming techniques for track-before- detect, " IEEE Trans. Aerospace and Electronic Systems, vol. 32, pp. 1440-1451, Oct. 1996.
6. P. Embrechts, C. Kluppelberg, and T. Mikosch, Modelling Extremal Events for Insurance and Finance. Berlin Heidelberg: Springer-Verlag, 1997.
7. M. C. Jeruchim, "Techniques for estimating the bit error rate in the simulation of digital communication systems, " IEEE Journal on Selected Areas in Communications, vol. 2, pp. 153-170, Jan. 1984.
8. J. Choe and N. B. Shroff, "A central-limit-Theorem- based approach for analyzing queue behavior in high-speed networks, " IEEE/ACM Trans. Networking, vol. 6, pp. 659-671, Oct. 1998.
9. G. A. Tsihrintzis and C. L. Nikias, "Fast estimation of the parameters of alpha-stable impulsive interference, " IEEE Trans. Signal Processing, vol. 44, pp. 1492-1503, June 1996.
10. K. Dogancay and V. Krishnamurthy, "Application of extreme value theory to level estimation in nonlinearly distorted hidden Maxkov models, " in review, IEEE Trans. Signal Processing, 1999.
11. M. Guida, D. Iovino, and M. Longo, "Comparative performance analysis of some extrapolative estimators of probability tails, " IEEE Journal on Selected Areas in Communications, vol. 6, pp. 76-84, Jan. 1988.
12. B. Dodin and M. Sirvanci, "Stochastic networks and the extreme value distribution, " Computers in Operations Research, vol. 17, no. 4, pp. 397-409, 1990.