Title :
Leaky constant modulus algorithms: sensitivity of local minima
Author :
Lambotharan, S. ; Chambers, J.A. ; Constantinides, A.G.
Author_Institution :
Sect. of Signal Process. & Digital Syst., Imperial Coll. of Sci., Technol. & Med., London, UK
Abstract :
We propose a new family of mixed constant modulus algorithms for the elimination of local minima associated with the fractionally spaced constant modulus algorithm in the presence of channel noise. A special case of this family is the leaky constant modulus algorithm (L-CMA). We show that L-CMA aims to minimise jointly the intersymbol interference (ISI) and the noise gain introduced by the equalizer. Moreover, we derive a suitable range of leakage factors for which all local minima due to large noise amplification are eliminated
Keywords :
blind equalisers; intersymbol interference; minimisation; noise; sensitivity analysis; ISI minimisation; blind equalisation; channel noise; equalizer; intersymbol interference; leaky constant modulus algorithm; local minima sensitivity; noise gain; Blind equalizers; Convergence; Costs; Digital signal processing; Digital systems; Educational institutions; Equations; Intersymbol interference; Noise robustness; Signal processing algorithms;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1999. Proceedings., 1999 IEEE International Conference on
Conference_Location :
Phoenix, AZ
Print_ISBN :
0-7803-5041-3
DOI :
10.1109/ICASSP.1999.760638