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A feedback approach to the steady-state performance of fractionally spaced blind adaptive equalizers

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2 Author(s)
Junyu Mai ; Dept. of Electr. Eng., California Univ., Los Angeles, CA, USA ; Sayed, A.H.

This paper proposes a new approach to the analysis of the steady-state performance of constant modulus algorithms (CMA), which are among the most popular adaptive schemes for blind equalization. A major feature of the proposed feedback approach is that it bypasses the need for working directly with the weight error covariance matrix. In so doing, approximate expressions for the steady-state mean-square error of several CM algorithms are derived, including CMA2-2, CMA1-2, normalized CMA, and a new normalized CMA variant with less bias. A comparison among the various algorithms is also performed, along with several simulation results. The conclusions confirm the superior performance of CMA2-2

Published in:
Signal Processing, IEEE Transactions on  (Volume:48 ,  Issue: 1 )

Date of Publication: Jan 2000

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