Channel Equalization and Detection With ELM-Based Regressors for OFDM Systems

Lei Yang
Lei Yang
Qing Zhao
Qing Zhao

IEEE Communications Letters, pp. 86-89, 2020.

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Keywords:
OFDMFrequency-domain analysisTime-domain analysisNeuronsTrainingMore(1+)

Abstract:

Extreme learning machine (ELM) is commonly adopted and best known for its extremely fast learning capability and notable performance. In this paper, a multiple split-complex ELM (Multi-SCELM) regressor based equalization and detection method is proposed for OFDM systems. This method combines ELM regressors for equalization and minimum-dis...More

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