A new quantized input RLS, QI-RLS, algorithm
Several modified RLS algorithms are studied in order to improve the rate of convergence,
increase the tracking performance and reduce the computational cost of the regular RLS
algorithm.. In this paper a new quantized input RLS, QI-RLS algorithm is introduced. The
proposed algorithm is a modification of an existing method, namely, CRLS, and uses a new
quantization function for clipping the input signal. We showed mathematically the
convergence of the QI-RLS filter weights to the optimum Wiener filter weights. Also, we …
increase the tracking performance and reduce the computational cost of the regular RLS
algorithm.. In this paper a new quantized input RLS, QI-RLS algorithm is introduced. The
proposed algorithm is a modification of an existing method, namely, CRLS, and uses a new
quantization function for clipping the input signal. We showed mathematically the
convergence of the QI-RLS filter weights to the optimum Wiener filter weights. Also, we …
[引用][C] A New Quantized Input RLS, QI-RLS, Algorithm
H Sadoghi Yazdi - Lecture Notes in Computer Science, 2007
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