Power Allocation for Multiple Transmitter-Receiver Pairs Under Frequency-Selective Fading Based on Convolutional Neural Network

For multiple transmitter-receiver pairs communication in a frequency-selective environment, typical power allocation method is the Iterative-Waterfilling (IW) algorithm. Main drawback of IW is its poor convergence performance, including low convergence probability and slow convergence speed in certa...

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Hlavní autoři:	Mingjun Dai, Qingwen Huang, Zexin Lu, Bin Chen, Hui Wang, Xue Qin
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	IEEE 2020-01-01
Edice:	IEEE Access
Témata:	Power allocation convolutional neural network sum rate iterative waterfilling
On-line přístup:	https://ieeexplore.ieee.org/document/8960335/
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