TO APPEAR IN IEEE TRANSACTIONS ON SIGNAL PROCESSING 1 Dithered Signed - Error CMA : Robust , Computationally E cientBlind Adaptive Equalization
نویسنده
چکیده
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. This paper presents a simple modi cation of signederror CMA, based on the judicious use of dither, that results in an algorithm with robustness properties closely resembling those of CMA. In this paper, we establish the fundamental transient and steady-state properties of dithered signed-error CMA and compare them to those of CMA.
منابع مشابه
Dithered signed-error CMA: robust, computationally efficient blind adaptive equalization
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...
متن کاملTO APPEAR IN IEEE TRANSACTIONS ON SIGNAL PROCESSING 1 Dithered Signed - Error CMA : Robust ,
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...
متن کاملThe dithered signed-error constant modulus algorithm
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...
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The constant modulus algorithm (CMA) is an excellent technique for blind channel equalization. Recently signed error version of CMA (SE-CMA) and dithered signed error version (DSE-CMA) have been proposed which afford overall computational efficiency. We propose three different error functions for faster convergence. This would be essential for communication systems, which cannot afford a high s...
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Adaptive blind equalization has gained widespread use in communication receivers that operate without training signals. In particular, the Constant Modulus Algorithm (CMA) 6, 10] has become a favorite of practitioners due to its LMS-like complexity and desirable robustness properties 4, 5, 14]. This paper presents a signed-error version of CMA (SE-CMA) which is motivated by a further reduction ...
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