Maximum entropy power spectrum estimation for 2-D multirate systems

Circuits, Systems, and Signal Processing

Volumn 31, Issue 1, 2012, Pages 271-281

  Tanc, A Korhan ^a   Kayran, Ahmet H ^a  

^a ISTANBUL TECHNICAL UNIVERSITY   (Turkey)

Author keywords

2 D power spectrum estimation; Maximum entropy criterion; Multirate signal processing; Multisensor imaging; Nonlinear optimization

Indexed keywords

MAXIMUM ENTROPY; MULTI SENSOR; MULTIRATE SIGNAL PROCESSING; NON-LINEAR OPTIMIZATION; POWER SPECTRUM ESTIMATION;

DISCRETE FOURIER TRANSFORMS; POWER SPECTRUM; SIGNAL PROCESSING; SPECTRUM ANALYSIS;

MAXIMUM ENTROPY METHODS;

EID: 84856702724     PISSN: 0278081X     EISSN: 15315878     Source Type: Journal    
DOI: 10.1007/s00034-011-9286-9     Document Type: Article

References (25)

1. A.N. Amini, M.S. Takyar, T.T. Georgiou, A homotopy approach for multirate spectrum estimation, in Proc. 31st IEEE ICASSP, vol. 3, May 2006, pp. 532-535
2. A. Antoniou, W.S. Lu, Practical Optimization: Algorithms and Engineering Applications (Springer, New York, 2007)
3. J.P. Burg, Maximum entropy spectral analysis. Ph.D. dissertation, Stanford University, California (1975)
4. M.A. Ghouse, 2D grid architectures for the DFT and the 2D DFT. J. VLSI Signal Process. 5(1), 57-74 (1993)
5. H. Greenspan, Super-resolution in medical imaging. Comput. J. 52(1), 43-63 (2009)
6. O.S. Jahromi, B.A. Francis, R.H. Kwong, Spectrum estimation using multirate observations. IEEE Trans. Signal Process. 52(7), 1878-1890 (2004)
7. O.S. Jahromi, B.A. Francis, R.H. Kwong, Relative information of multi-rate sensors. Inf. Fusion 5(2), 119-129 (2004) (Pubitemid 38488059)
8. O.S. Jahromi, Multirate Statistical Signal Processing (Springer, Dordrecht, 2007)
9. E.T. Jaynes, On the rationale of maximum-entropy methods. Proc. IEEE 70(9), 939-952 (1982)
10. F. Kamalabadi, Multidimensional image reconstruction in astronomy: A unified approach based on regularization and state estimation concepts. IEEE Signal Process. Mag. 27(1), 86-96 (2010)
11. A. Kizilkaya, A.H. Kayran, Computation of the exact Cramer-Rao lower bound for 2-D ARMA parameter estimation-I: The quarter-plane case. IEEE Trans. Circuits Syst. II 53(1), 23-27 (2006) (Pubitemid 46511146)
12. S.W. Lang, J.H. McClellan, Multidimensional MEM spectral estimation. IEEE Trans. Acoust., Speech, Signal Process. 30(6), 880-887 (1982)
13. ∞ filtering for networked multi-sensor fusion. Automatica 46(2), 437-444 (2010)
14. J.S. Lim, N.A. Malik, A new algorithm for two-dimensional maximum entropy power spectrum estimation. IEEE Trans. Acoust., Speech, Signal Process. 29(3), 401-413 (1981)
15. J.S. Lim, Two-Dimensional Signal and Image Processing (Prentice Hall, New Jersey, 1990)
16. D.G. Luenberger, Y. Ye, Linear and Nonlinear Programming (Springer, New York, 2008)
17. S.C. Park,M.K. Park,M.G. Kang, Super-resolution image reconstruction: A technical overview. IEEE Signal Process. Mag. 20(3), 21-36 (2003)
18. A.H. Sayed, Adaptive Filters (Wiley, New Jersey, 2008)
19. J.W. Scrofani, Theory of multirate signal processing with application to signal and image reconstruction. Ph.D. dissertation, Naval Postgraduate School, California (2005)
20. N. Srinivasa, K.R. Ramakrishnan, K. Rajgopal, On two-dimensional maximum entropy spectral estimation. IEEE Trans. Signal Process. 40(1), 241-244 (1992)
21. G. Strang, T. Nguyen, Wavelets and Filter Banks (Wellesley-Cambridge, Wellesley, 1996)
22. A.K. Tanc, A.H. Kayran, Iterative maximum entropy power spectrum estimation for multirate systems. AEU-Int. J. Electron. Commun. 64(2), 93-98 (2010)
23. J.W. Woods, Multidimensional Signal, Image, and Video Processing and Coding (Academic Press, San Diego, 2006)
24. L.P. Yan, B.S. Liu, D.H. Zhou, Asynchronous multirate multisensor information fusion algorithm. IEEE Trans. Aerosp. Electron. Syst. 43(3), 1135-1146 (2007) (Pubitemid 350218355)
25. H. Yin, C. Ling, L. Qi, Convergence rate of Newton's method for L2 spectral estimation. Math. Program. 107(3), 539-546 (2006)