Blind channel estimation and data detection using hidden markov models

IEEE Transactions on Signal Processing

Volumn 45, Issue 1, 1997, Pages 241-247

  Antón Haro, Carles ^a   Fonollosa, José A R ^a   Fonollosa, Javier R ^a  

^a UNIVERSITAT POLITÈCNICA DE CATALUNYA   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMMUNICATION CHANNELS (INFORMATION THEORY); COMPUTER SIMULATION; MARKOV PROCESSES; MATHEMATICAL MODELS; MODULATION; MODULATORS; SIGNAL DETECTION; WHITE NOISE;

ADDITIVE WHITE GAUSSIAN NOISE; BLIND CHANNEL ESTIMATION; DATA DETECTION; HIDDEN MARKOV MODELS; LINEAR CONSTRAINTS;

SIGNAL THEORY;

EID: 0030785157     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/78.552223     Document Type: Article

References (15)

1. J.G. Proakis and C.L. Nikias, "Blind equalization," in Proc. SPIE Adaptive Signal Processing, vol. 1565, 1991, pp. 76-87.
2. J. Shynk et al, "A comparative performance study of several blind equalization algorithm," in Proc. SPIE Adaptive Signal Processing, vol. 1565, 1991, pp. 102-117.
3. J.M. Mendel, "Tutorial on higher-order statistics (Spectra) in signal processing and system theory: Theoretical results and some applications," Proc. IEEE, vol. 79, no. 3, pp. 277-305, Mar. 1991.
4. M. Ghosh and C.L. Weber, "Maximum likelihood blind equalization," m Proc. SPIE Adaptive Signal Processing, vol. 1565, 1991, pp. 188-195.
5. J.A.R. Fonollosa and J. Vidai, "Application of hidden Markov models to blind channel characterization and data detection," in Proc. IEEE Int. Conf. Acoust. Speech Signal Procesisng, Australia, Apr. 1994, pp. 185-188.
6. J.R. Fonollosa et al, "Blind multiuser detection with array observation," Wireless Personal Commun.-Special Issue on Interference Mobile Wireless Syst., 1996, to appear.
7. M. Erkurt and J.G. Proakis, "Joint data detection and channel estimation for rapidly fading channels," in Proc. IEEE Global Telecommun. Conf. (Clobecom '92), 1992, pp. 910-914.
8. M. Feder, and J.A. Catipovic, "Algorithms for joint channel estimation and data recovery-Application to equalization in underwater communications," IEEE J. Oceanic Eng., vol. 16, no. 1, pp. 42-55, 1991.
9. R. Vallet, "Symbol by symbol MAP detection and the Baum-Welch identification algorithm in digital communications," in Proc. Europ. Signal Processing Conf., Sept. 1992, pp. 131-134.
10. M. Seshadri, "Joint data and channel estimation using fast blind trellis search techniques," IEEE Trans. Commun., vol. COM-42, pp. 1000-1011, Feb./Mar./Apr. 1994.
11. L. Rabiner, "A tutorial on hidden Markov models and selected applications in speech recognition," Proc. IEEE, vol. 77, no. 2, pp. 257-286, Feb. 1989.
12. H. Murota and K. Hirade, "OMSK modulation for mobile radio telephony," IEEE Trans. Commun., vol. COM-29, no. 7, pp. 1044-1050, July 1981.
13. R. Steele, Mobile Radio Communications. London, U.K.: Pentech, 1992, pp. 677-768.
14. R. d'Avella, L. Moreno, and M. Sant'Agostino, "An adaptive MLSE receiver for TDMA digital mobile radio," IEEE J. Selected Areas Commun., vol. 7, no. 1, pp. 122-129, Jan. 1989.
15. G. Ungerboeck, "Fractional tap spacing equalizer and consequences for clock recovery in data modems," IEEE Trans. Commun., vol. COM-24, pp. 856-864, Aug. 1976.