Deep Reinforcement Learning-Based Distributed Congestion Control in Cellular V2X Networks
IEEE Wireless Communications Letters（2021）
Abstract
Distributed congestion control (DCC) improves system performance by lowering channel congestion in vehicular environments with high vehicle density. The 3rd Generation Partnership Project standard defines the related metrics of channel busy ratio (CBR) and introduces possible rate and power control mechanisms to mitigate channel congestion in cellular vehicle-to-everything (C-V2X) sidelink. Howeve...
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Key words
Standards,Vehicle-to-everything,Throughput,Resource management,Device-to-device communication,Antenna measurements,3GPP
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