A fixed-lag particle smoother for blind SISO equalization of time-varying channels

IEEE Transactions on Wireless Communications

Volumn 9, Issue 2, 2010, Pages 512-516

  Guimarães, Alberto ^a   Ait El Fquih, Boujemaa ^b   Desbouvries, François ^b  

^a MILITARY INSTITUTE OF ENGINEERING   (Brazil)

^b INSTITUT TELECOM   (France)

Author keywords

Fixed lag smoothing; Mixture Kalman filter; Particle filter; SISO equalization

Indexed keywords

BER PERFORMANCE; BLIND EQUALIZER; COMPUTATIONAL COSTS; DOUBLY-SELECTIVE CHANNELS; FIXED-LAG SMOOTHING; MIXTURE KALMAN FILTER; MONTE CARLO; OPTIMAL SOLUTIONS; SEQUENTIAL IMPORTANCE SAMPLING; SIMULATION RESULT; SOFT OUTPUT; STATE-SPACE MODELS; TIME VARYING CHANNEL; TURBO RECEIVERS;

AIR FILTERS; APPROXIMATION ALGORITHMS; KALMAN FILTERS; NONLINEAR FILTERING; SWITCHING CIRCUITS;

COST REDUCTION;

EID: 76949098736     PISSN: 15361276     EISSN: None     Source Type: Journal    
DOI: 10.1109/TWC.2010.02.081694     Document Type: Article

References (11)

1. M. Lombardi and S. J. Godsill, "On-line Bayesian estimation of AR signals in symmetric alpha-stable noise," IEEE Trans. Signal Process., pp. 775-779, Feb. 2006.
2. R. Chen, X. Wang, and J. S. Liu, "Adaptive joint detection and decoding in flat-fading channels via Mixture Kalman filtering," IEEE Trans. Inf. Theory, vol.46, no.6, pp. 2079-2094, Sept. 2000. (Pubitemid 30941586)
3. J. Miguez and P. M. Djuric, "Blind equalization of frequency-selective channels by sequential importance sampling," IEEE Trans. Signal Process., vol.52, no.10, pp. 2738-2748, Oct. 2004.
4. A. Doucet, N. J. Gordon, and V. Krishnamurthy, "Particle filters for state estimation of jump Markov linear systems," IEEE Trans. Signal Process., vol.49, no.3, pp. 613-624, Mar. 2001. (Pubitemid 32583163)
5. M. A. Vázquez, M. F. Bugallo, and J. Míguez, "Sequential Monte Carlo methods for complexity-constrained MAP equalization of dispersive MIMO channels," Signal Process., vol.88, no.4, pp. 1017-1034, Apr. 2008.
6. M. Tuchler, R. Koetter, and A. Singer, "Turbo equalization," IEEE Signal Process. Mag., pp. 67-80, 2004.
7. L. M. Davis, I. B. Collings, and P. Hoeher, "Joint MAP equalization and channel estimation for frequency-selective and frequency-flat fast-fading channels," IEEE Trans. Commun., vol.49, no.12, pp. 2106-2114, Dec. 2001.
8. D. Guo and X. Wang, "Blind detection in MIMO systems via sequential Monte Carlo," IEEE J. Sel. Areas Commun., vol.21, pp. 464-473, Apr. 2003.
9. P. Djuric, J. Kotecha, J. Zhang, Y. Huang, T. Ghirmai, M. Bugallo, and J. Miguez, "Particle filtering," IEEE Signal Process. Mag., vol.50, pp. 281-289, Sept. 2003.
10. A. Doucet, J. F. G. de Freitas, and N. J. Gordon (eds.), Sequential Monte-Carlo Methods in Practice. New York: Springer Verlag, May 2001.
11. S. Song, A. Singer, and K.-M. Sung, "Soft input channel estimation for turbo equalization," IEEE Trans. Signal Process., vol.52, no.10, pp. 2885-2894, Oct. 2004.