This new algorithm, called coherent standard LMS (CS-LMS), provides faster convergence speed while keeping same steady-state excess mean-square error as ...
Pilot symbol-assisted adaptive algorithms provide coherent detection for communication systems when the filtering coefficients, such as beamforming weights ...
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Pilot symbol-assisted adaptive algorithms provide coherent detection for communication systems when the filtering coefficients, such as beamforming weights ...
Least mean squares (LMS) algorithms are a class of adaptive filter used to mimic a desired filter by finding the filter coefficients that relate to producing ...
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Aug 20, 2024 · The Least Mean Squares (LMS) algorithm is a key adaptive filtering technique in signal processing. It iteratively adjusts filter coefficients to minimize mean ...
In this chapter, we investigate the performance of the LMS, normalized LMS (NLMS) and RLS algorithms for the adaptive filter in coherent receivers for dual- ...
Aug 29, 2023 · Abstract. The next-generation coherent optical communication relies on higher symbol transmission rates with higher modulation cardinality.
Using the least mean square (LMS) and normalized LMS algorithms, extract the desired signal from a noise-corrupted signal by filtering out the noise.
[PDF] An Improved Generalized Adaptive Coherent Integrator Algorithm
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Abstract. GACI (Generalized Adaptive Coherent Integrator) algorithm is quite effective in detecting pulse signals. We aim to improve it further and present ...
Classical techniques include DFT as one of the best means to achieve coherent gain. Various long term time integration methods usually follow to provide extra ...