Direction of arrival estimation based on phase differences using neural fuzzy network

IEEE Transactions on Antennas and Propagation

Volumn 48, Issue 7, 2000, Pages 1115-1124

  Shieh, Ching Sung ^b   Lin, Chin Teng ^a,b  

^a IEEE   (Taiwan)

^b NATIONAL CHIAO TUNG UNIVERSITY   (Taiwan)

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE ARRAY; DIRECTION OF ARRIVAL; NEURAL FUZZY NETWORK; PHASE DIFFERENCE; SELF CONSTRUCTING NEURAL FUZZY INFERENCE NETWORK;

ADAPTIVE SYSTEMS; ALGORITHMS; COMPUTATIONAL METHODS; COMPUTER SIMULATION; FUZZY SETS; LEARNING SYSTEMS; MEMBERSHIP FUNCTIONS; MULTILAYER NEURAL NETWORKS; PARAMETER ESTIMATION; RADIAL BASIS FUNCTION NETWORKS;

DIRECTIONAL PATTERNS (ANTENNA);

EID: 0034217341     PISSN: 0018926X     EISSN: None     Source Type: Journal    
DOI: 10.1109/8.876331     Document Type: Article

References (19)

1. B. Y. Tsui, Microwave Receivers with Electronic Warfare Applications. New York: Wiley, 1986.
2. M. H. Hayes, Statistical Digital Signal Processing and Modeling. New York: Wiley, 1996.
3. B. Widrow and S. D. Stearns, Adaptive Signal Processing. Englewood Cliffs, NJ: Prentice-Hall, 1985.
4. S. M. Kay and S. L. Marple Jr., "Spectrum analysis - A modern perspective," Proc. IEEE, vol. 69, pp. 1380-1419, Nov. 1981.
5. D. H. Johnson and S. R. DeGraaf, "Improving resolution of bearing in passive sonar arrays by eigenvalue analysis," IEEE Trans. Acoust., Speech, Signal Processing, vol. ASSP-30, pp. 638-647, Aug. 1982.
6. R. O. Schmidt, "Multiple emitter location and signal parameter estimation," IEEE Trans. Antennas Propagat., vol. AP-34, pp. 276-280, Mar. 1986.
7. A. Paulraj and T. Kailath, "Eigenstructure methods for direction of arrival estimation in the presence of unknown noise fields," IEEE Trans. Acoust., Speech, Signal Processing, vol. ASSP-34, Feb. 1986.
8. R. Roy and T. Kailath, "ESPRIT-estimation of signal parameters via rotational invariance techniques," IEEE Trans. Acoust., Speech, Signal Processing, vol. 37, no. 7, pp. 984-995, July 1989.
9. S. Jha and T. S. Durrani, "Direction of arrival estimation using artificial neural networks," IEEE Trans. Syst., Man, Cybern., vol. 21, no. 5, pp. 1192-1201, Sept./Oct. 1991.
10. H. L. Southall, J. A. Simmers, and T. H. O'Donnell, "Direction finding in phased arrays with a neural network beamformer," IEEE Trans. Antennas Propagat., vol. 43, pp. 1369-1374, Dec. 1995.
11. J. Park and I. W. Sandberg, "Universal approximation using radial basis function networks," Neural Computat., vol. 3, pp. 246-257, 1991.
12. T. Lo, L. Henry, and L. John, "Radial basis function neural network for direction of arrivals estimation," IEEE Signal Processing Lett., vol. 1, pp. 45-47, Feb. 1994.
13. A. H. El Zooghby, C. G. Christodoulou, and M. Georgiopoulos, "Performance of radial-basis function networks for direction of arrival estimation with antenna arrays," IEEE Trans. Antennas Propagat., vol. 45, pp. 1611-1617, Nov. 1997.
14. S. Chen, C. F. N. Cowan, and P. M. Grant, "Orthogonal least squares learning algorithm for radial-basis function networks," IEEE Trans. Neural Networks, vol. 2, pp. 302-309, Mar. 1991.
15. C. F. Juang and C. T. Lin, "An on-line self-constructing neural fuzzy inference network and its application," IEEE Trans. Fuzzy Syst., vol. 6, pp. 12-32, Feb. 1998.
16. C. T. Lin, Neural Fuzzy Control Systems with Structure and Parameter Learning. Singapore: World Scientific, 1994.
17. C. T. Lin and C. S. G. Lee, Neural Fuzzy Systems: A Neural-Fuzzy Synergism to Intelligent Systems. Englewood Cliffs, NJ: Prentice-Hall, May 1996.
18. L. Goodwin, "Ambiguity-resistant three and four channel interferometers," Naval Res. Lab. Rep. 8005, Sept. 1976.
19. Y. H. Pao, Adaptive Pattern Reconigition and Neural Networks. Reading, MA: Addison-Wesley, 1989.