Stochastic gradient minimum-BER decision feedback equalisers

IEEE 2000 Adaptive Systems for Signal Processing, Communications, and Control Symposium, AS-SPCC 2000

Volumn , Issue , 2000, Pages 93-98

  Mulgrew, B ^a   Chen, S ^b  

^a UNIVERSITY OF EDINBURGH   (United Kingdom)

^b UNIVERSITY OF SOUTHAMPTON   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE ALGORITHMS; ADAPTIVE CONTROL SYSTEMS; ADAPTIVE SYSTEMS; BIT ERROR RATE; EQUALIZERS; PROBABILITY DENSITY FUNCTION; STOCHASTIC SYSTEMS;

DECISION FEEDBACK; GRADIENT ALGORITHM; KERNEL DENSITY ESTIMATION; MINIMUM BER; MINIMUM BIT ERROR RATE; SMOOTH FUNCTIONS; STOCHASTIC GRADIENT;

SIGNAL PROCESSING;

EID: 84962463422     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ASSPCC.2000.882453     Document Type: Conference Paper

References (11)

1. S. Chen, B. Mulgrew, E. S. Chng and G. J. Gibson "Space translation properties and the minimum-BER linear-combiner DFE," IEE Proc. Communications, vol. 145, no. 5, pp. 316-322, 1998.
2. E. Sharmash and K. Yao, "On the structure and performance of a linear decision feedback equalizer based on the minimum error probability criterion," IEEE International Conference on Communications, ICC 74, 1974.
3. P. Galko and S. Pasupathy, "Optimal linear receiver filters for binary digital signals," IEEE International Conference on Communications, ICC 82, 1982.
4. C. C. Yeh and J. R. Barry, "Approximate minimum bit error rate equalization for pulse-amplitude and quadrature-amplitude modulation," IEEE International Conference on Communications, ICC 98, vol. 1, pp. 16-20, 1998.
5. C. C. Yeh and J. R. Barry, "Approximate minimum-bit error rate equalization for binary signaling," IEEE International Conference on Communications, ICC 97, pp. 1095-1099, 1997.
6. R. Sharma, W. A. Sethares and J. A. Bucklew, "Asymptotic analysis of stochastic gradient-based adaptive filtering algorithms with general cost functions", IEEE Trans. Signal Processing, vol. 44, no. 9, pp. 2186-2194, Sept 1996.
7. C. P. Kwong, "Dual sign algorithm for adaptive filtering," IEEE Trans. Communications, pp. 1272-1275, 1986.
8. S. Chen, E. S. Chng, B. Mulgrew, G. J. Gibson, "Minimum BER Linear Combiner DFE," IEEE International Conference on Communications, ICC-96, pp. 1173-1177, 1996.
9. A. P. Clark, L. H. Lee and R. S. Marshall, "Developments of the conventional non-linear equaliser," IEE Proceedings Part F, vol. 129, no. 2, pp. 85-94, 1982.
10. B. W. Silverman, Density Estimation, London, Chapman Hall, 1996.
11. A. W. Bowman and A. Azzalini, Applied Smoothing Techniques for Data Analysis, Oxford University Press, 1997.