Throughput-Aware Cooperative Reinforcement Learning for Adaptive Resource Allocation in Device-to-Device Communication

Throughput-Aware Cooperative Reinforcement Learning for Adaptive Resource Allocation in Device-to-Device Communication

Device-to-device (D2D) communication is an essential feature for the future cellular networks as it increases spectrum efficiency by reusing resources between cellular and D2D users. However, the performance of the overall system can degrade if there is no proper control over interferences produced...

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Bibliographic Details
Main Authors: Muhidul Islam Khan, Muhammad Mahtab Alam, Yannick Le Moullec, Elias Yaacoub
Format: Article
Language:English
Published: MDPI AG 2017-11-01
Series:Future Internet
Subjects:
device-to-device communication
throughput-awareness
cooperative reinforcement learning
system throughput
interference management
adaptive resource allocation
Online Access:https://www.mdpi.com/1999-5903/9/4/72

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https://www.mdpi.com/1999-5903/9/4/72

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