Performance Evaluation of Reinforcement Learning Based Distributed Channel Selection Algorithm in Massive IoT Networks
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3186703
Abstract: In recent years, the demand for new applications using various Internet of Things (IoT) devices has led to an increase in the number of devices connected to wireless networks. However, owing to the limitation of… read more here.
Keywords: selection; massive iot; distributed channel; channel selection ... See more keywords
Multi-Agent Reinforcement Learning-Based Distributed Channel Access for Next Generation Wireless Networks
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Journal on Selected Areas in Communications"
DOI: 10.1109/jsac.2022.3143251
Abstract: In the next generation wireless networks, more applications will emerge, covering virtual reality movies, augmented reality, holographic three-dimensional telepresence, haptic telemedicine and so on, which require the provisioning of high bandwidth efficiency and low latency… read more here.
Keywords: distributed channel; access; next generation; wireless networks ... See more keywords
A Simple Distributed Channel Allocation Algorithm for D2D Communication Pairs
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Transactions on Vehicular Technology"
DOI: 10.1109/tvt.2018.2865817
Abstract: Device-to-device (D2D) communication is a promising technology to achieve high spectrum efficiency, low energy consumption, and enhanced system capacity. In D2D communications, the channel allocation plays a crucial role to avoid interference, which usually involves… read more here.
Keywords: allocation algorithm; d2d communication; distributed channel; channel allocation ... See more keywords