Dithered Signed-Error CMA: The Complex-Valued Case
Adaptive blind equalization has gained widespread use in communication systems that operate without training signals. In particular, the Constant Modulus Algorithm (CMA) has become a favorite of practitioners due to its LMS-like complexity and desirable robustness properties. The desire for further reduction in computational complexity has motivated signed-error versions of CMA, which have been found to lack the robustness properties of CMA. Previously we have presented a simple modification of real-valued signed-error CMA, based on the judicious use of dither, that results in an algorithm with robustness properties nearly identical to those of real-valued (unsigned) CMA. This paper extends those results to the complex-valued case.
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