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"ClassificationWeighted Deep Neural Network Based Channel Equalization " by Lijun Ge, Changcheng Qi et al. - Vimarsana News

"ClassificationWeighted Deep Neural Network Based Channel Equalization " by Lijun Ge, Changcheng Qi et al.

Massive multi-input multi-output (MIMO) has attracted significant interest in academia and industry, which can efficiently increase the transmission rate. However, the error rate of conventional channel equalizations in massive MIMO systems may be high owing to the dynamic channel states in practical conditions. To solve this problem, in this paper, we propose an improved channel equalization framework based on the deep neural network (DNN). Based on the analyzed relationship between the input and output of the DNN, the data can be recovered without the channel state information. Furthermore, ...

Source: uow.edu.au