Comparative Performance Analysis of ANN Implemented LMS With ANN for Channel Estimation in AWGN Channel Scenario

Provided by: International Journal of Innovative Technology and Exploring Engineering (IJITEE) Topic: Networking Format: PDF
In this paper, the authors have done channel estimation using the concepts of LMS algorithm, after that they have implemented the logic of LMS algorithm using the concepts of Supervised Artificial Neural Network and then they have performed channel estimation directly applying the concepts of Supervised Artificial Neural Network. Finally they have compared the performances (BER v/s SNR and Throughput v/s SNR) of these three methods for channel estimation under AWGN channel scenario. Matlab (version 7.9) is used here as the simulation platform.

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