Parameter estimation of 2-D cubic phase signal using cubic phase function with genetic algorithm

Signal Processing

Volumn 90, Issue 9, 2010, Pages 2698-2707

  Djurović, Igor ^a   Wang, Pu ^b,c   Ioana, Cornel ^d  

^a UNIVERSITY OF MONTENEGRO   (Montenegro)

^b Stevens Institute of Technology   (United States)

^c UNIVERSITY OF ELECTRONIC SCIENCE AND TECHNOLOGY OF CHINA   (China)

^d GIPSA LAB   (France)

Author keywords

2 D signals; Cubic phase function; Parametric estimation; Phase differencing

Indexed keywords

2-D SIGNALS; CUBIC PHASE; EFFICIENT IMPLEMENTATION; PARAMETRIC ESTIMATION; POLYNOMIAL PHASE SIGNAL; SIMULATION RESULT; SNR THRESHOLD;

GENETIC ALGORITHMS; THREE DIMENSIONAL;

PARAMETER ESTIMATION;

EID: 77955275934     PISSN: 01651684     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.sigpro.2010.03.020     Document Type: Article

References (24)

1. A.W. Rihaczek Principles of High-resolution Radar 1969 McGraw-Hill New York
2. D.R. Wehner High-Resolution Radar 1995 Artech House Norwood, MA
3. J.C. Curlandar, and R.N. McDonough Synthetic Aperture RadarSystem and Signal Processing 1991 John Wiley & Sons New York
4. B. Porat Digital Processing of Random Signals: Theory and Methods 1994 Prentice Hall Englewood Cliffs, NJ
5. B. Friedlander, and J.M. Francos Model based phase unwrapping of 2-D signals IEEE Trans. Signal Process. 44 12 1996 2999 3007
6. J.M. Francos, and B. Friedlander Two-dimensional polynomial phase signals: parameter estimation and bounds Multidimensional Syst. Signal Process. 9 1998 173 205
7. J.J. Sharma, C.H. Gierull, and M.J. Collins The influence of target acceleration on velocity estimation in dual-channel SAR-GMTI IEEE Trans. Geosci. Remote Sensing 44 1 2006 134 147
8. J.J. Sharma, C.H. Gierull, and M.J. Collins Compensating the effects of target acceleration in dual-channel SARCGMTI IEE Proc.-Radar Sonar Navig. 153 1 2006 53 62
9. B. Porat, and B. Friedlander Asymptotic statistical analysis of the high-order ambiguity function for parameter estimation of polynomial-phase signals IEEE Trans. Inf. Theory 42 3 1996 995 1001
10. S. Peleg, and B. Porat Linear FM signal parameter estimation from discrete-time observations IEEE Trans. Aerosp. Electron. Syst. 27 4 1991 607 614
11. S. Barbarossa, A. Scaglione, and G.B. Giannakis Product high-order ambiguity function for multicomponent polynomial-phase signal modeling IEEE Trans. Signal Process. 46 3 1998 691 708 (Pubitemid 128743774)
12. B. Friedlander, and J.M. Francos An estimation for 2-D polynomial phase signals IEEE Trans. Image Process. 5 6 1996 1084 1087 (Pubitemid 126776764)
13. J.M. Francos, and B. Friedlander Optimal parameter selection in the phase differencing algorithm for 2-D phase estimation IEEE Trans. Signal Process. 47 1 1999 273 279
14. J.M. Francos, and B. Friedlander Parameter estimation of 2-D random amplitude polynomial-phase signals IEEE Trans. Signal Process. 47 7 1999 1795 1810
15. P. O'Shea A new technique for instantaneous frequency rate estimation IEEE Signal Process. Lett. 9 8 2002 251 252
16. P. O'Shea A fast algorithm for estimating the parameters of a quadratic FM signal IEEE Trans. Signal Process. 52 2 2004 385 393
17. M. Farquharson, P. O'Shea, and G. Ledwich A computationally efficient technique for estimating the parameters of polynomial phase signals from noisy observations IEEE Trans. Signal Process. 53 8 2005 3337 3342
18. M. Farquharson, and P. O'Shea Extending the performance of the cubic phase function algorithm IEEE Trans. Signal Process. 55 10 2007 4767 4774
19. P. Wang, I. Djurović, and J. Yang Modifications of the cubic phase function Chin. J. Electron. 17 1 2008 189 194
20. P. Wang, I. Djurović, and J. Yang Generalized high-order phase function for parameter estimation of polynomial phase signal IEEE Trans. Signal Process. 56 7 2008 3023 3028
21. D.E. Goldberg, Genetic Algorithms in Search, Optimization, and Machine Learning, Addison-Wesley, Reading, MA, 1989.
22. A.B. Gershman, M. Pesavento, and M.G. Amin Estimating parameters of multiple wideband polynomial-phase sources in sensor arrays IEEE Trans. Signal Process. 49 12 2001 2924 2934
23. K.S. Tang, K.F. Man, S. Kwong, and Q. He Genetic algorithms and their applications IEEE Signal Process.Mag. 13 6 1996 22 37
24. S.-C. Sekhar, and T.V. Creenivas Signal to noise ratio estimation using higher order moments Signal Process. 86 2006 716 732