This paper introduces random gradient estimation, adds noise components to the gradient vector, and analyzes its impact on the blind equalization algorithm by combining the weight deviation correlation coefficient caused by gradient estimation. Theoretical research and simulation results show that random gradient estimation causes weight deviation, which affects the convergence speed and residual error of the algorithm.
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