Distributed Artificial Intelligence Solution for D2D Communication in 5G Networks [article]

Iacovos Ioannou, Vasos Vassiliou, Christophoros Christophorou, and Andreas Pitsillides
<span title="2020-01-20">2020</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Device to Device (D2D) Communication is one of the technology components of the evolving 5G architecture, as it promises improvements in energy efficiency, spectral efficiency, overall system capacity, and higher data rates. The above noted improvements in network performance spearheaded a vast amount of research in D2D, which have identified significant challenges that need to be addressed before realizing their full potential in emerging 5G Networks. Towards this end, this paper proposes the
more &raquo; ... se of a distributed intelligent approach to control the generation of D2D networks. More precisely, the proposed approach uses Belief-Desire-Intention (BDI) intelligent agents with extended capabilities (BDIx) to manage each D2D node independently and autonomously, without the help of the Base Station. The paper includes detailed algorithmic description for the decision of transmission mode, which maximizes the data rate, minimizes the power consumptions, while taking into consideration the computational load. Simulations show the applicability of BDI agents in jointly solving D2D challenges.
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2001.05232v2">arXiv:2001.05232v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/axcse73vlbhctnagxy7nwgfzay">fatcat:axcse73vlbhctnagxy7nwgfzay</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200321023610/https://arxiv.org/pdf/2001.05232v2.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2001.05232v2" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>