Multiple Target Direction of Arrival Tracking

IEEE Transactions on Signal Processing

Volumn 43, Issue 5, 1995, Pages 1282-1285

  Srivastava, A ^a   Grenander, U ^b  

^a UNIVERSITY OF WASHINGTON   (United States)

^b BROWN UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

A BAYESIAN POSTERIOR PROBABILITY MEASURE; CARTESIAN PRODUCTS; JUMP DIFFUSION PROCESSES; MULTIPLE TARGET ARRIVAL TRACKING DIRECTION;

ANTENNA ARRAYS; DIRECTIONAL PATTERNS (ANTENNA); PARALLEL PROCESSING SYSTEMS; PARAMETER ESTIMATION; PROBABILITY; RANDOM PROCESSES; SAMPLING; SENSOR DATA FUSION;

SIGNAL DETECTION;

EID: 0029310383     PISSN: 1053587X     EISSN: 19410476     Source Type: Journal    
DOI: 10.1109/78.382418     Document Type: Article

References (15)

1. I. I. Gikhman and A. V. Skorokhod, Introduction to the Theory of Random Processes. Philadelphia, PA: Saunders, 1969.
2. Y. Amit, “A multiflow approximation to diffusions,” Stochastic Processes and their Applications, vol. 37, no. 2, pp. 213-238, 1991.
3. A. Srivastava, “Automated target tracking and recognition using jump diffusion processes,” M.S. thesis, Washington Univ., St. Louis, MO, Dec. 1993.
4. J. Capon, “High-resolution frequency-wavenumber spectrum analysis,” in Proc. IEEE, vol. 57, 1969, p. 1408.
5. M. I. Miller, A. Srivastava, and U. Grenander, “Conditional-expectation estimation via jump-diffusion processes in multiple target tracking/recognition,” IEEE Trans. Signal Processing, accepted for publication, Nov. 1994.
6. U. Grenander and M. I. Miller, “Representations of knowledge in complex systems,” J. Royal Statistical Soc., vol. 56, no. 3, 1994.
7. B. Gidas, “Metropolis type Monte-Carlo simulation algorithms and simulated annealing,” in Topics in Contemporary Probability and its Applications, J. Laurie Snell, Ed. CRC Pr, 1995.
8. J. Besag and P. J. Green, “Spatial statistics and Bayesian computation,” J. Royal Statistical Soc. B, vol. 5, pp. 25-38, 1993.
9. Y. Amit, and M. I. Miller, “Ergodic properties of jump-diffusion processes,” Monograph Electron. Signals Syst. Res. Laboratory, Washington Univ., St. Louis, MO, 1992.
10. C. R. Rao, C. R. Sastry, and B. Zhou, “Tracking the direction of arrival of multiple moving targets,” IEEE Trans. Acoust., Speech, Signal Processing, vol. 42, no. 5, May 1994.
11. C. K. Sword, M. Simaan, and E. W. Kamen, “Multiple target angle tracking using sensor array outputs,” IEEE Trans. Aerosp. Electron. Syst., vol. 26, no. 2, pp. 367-373, 1990.
12. R. Schmidt, “A signal subspace approach to multiple emitter location and spectral estimation,” Ph.D. dissertation, Stanford Univ., Palo Alto, CA, Nov. 1981.
13. K. V. Mardia, Statistics of Directional Data. New York: Academic Pr, 1972.
14. J. Rissanen, “A universal prior for integers and estimation by minimum description length,” Annals Statistics, vol. 11, no. 2, pp. 416-431, 1983.
15. “Stochastic complexity and modeling,” Annals Statistics, vol. 14, no. 3, pp. 1080-1100, 1986.