A General Framework for Spectral Efficiency, Energy Efficiency and Delay Tradeoff in D2D Networks

Yuanyuan Hao, Qiang Ni, Hai Li, Shujuan Hou

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

4 Citations (Scopus)

Abstract

In this paper, we propose a novel framework to investigate the three-factor tradeoff among spectral efficiency (SE), energy efficiency (EE) and delay in D2D communications underlaying cellular networks. Taking both channel state information and queue state information into account, a stochastic multi-objective optimization problem is formulated aiming at maximizing SE and EE simultaneously subject to the queue stability constraint, where subchannel allocation and power optimization are jointly considered. The single-objective optimization problem is then derived with the help of weighted sum method and Lyapunov techniques, where an effective algorithm is designed to achieve the three-factor tradeoff among SE, EE and delay. Afterwards, the optimal subchannel and power allocation is obtained via the Lagrangian dual decomposition method, which only requires polynomial computational complexity. Both in-depth theoretical analysis and simulation results verify that the proposed algorithm enables the system controller to comprehensively balance the three-factor tradeoff among SE, EE and delay by flexibly adjusting two introduced weighting parameters.

Original languageEnglish
Title of host publicationProceedings - 2017 IEEE International Conference on Internet of Things, IEEE Green Computing and Communications, IEEE Cyber, Physical and Social Computing, IEEE Smart Data, iThings-GreenCom-CPSCom-SmartData 2017
EditorsYulei Wu, Geyong Min, Nektarios Georgalas, Ahmed Al-Dubi, Xiaolong Jin, Laurence T. Yang
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages407-413
Number of pages7
ISBN (Electronic)9781538630655
DOIs
Publication statusPublished - 2 Jul 2017
EventJoint 10th IEEE International Conference on Internet of Things, iThings 2017, 13th IEEE International Conference on Green Computing and Communications, GreenCom 2017, 10th IEEE International Conference on Cyber, Physical and Social Computing, CPSCom 2017 and the 3rd IEEE International Conference on Smart Data, Smart Data 2017 - Exeter, United Kingdom
Duration: 21 Jun 201723 Jun 2017

Publication series

NameProceedings - 2017 IEEE International Conference on Internet of Things, IEEE Green Computing and Communications, IEEE Cyber, Physical and Social Computing, IEEE Smart Data, iThings-GreenCom-CPSCom-SmartData 2017
Volume2018-January

Conference

ConferenceJoint 10th IEEE International Conference on Internet of Things, iThings 2017, 13th IEEE International Conference on Green Computing and Communications, GreenCom 2017, 10th IEEE International Conference on Cyber, Physical and Social Computing, CPSCom 2017 and the 3rd IEEE International Conference on Smart Data, Smart Data 2017
Country/TerritoryUnited Kingdom
CityExeter
Period21/06/1723/06/17

Keywords

  • Delay
  • device-to-device communications
  • energy efficiency
  • power optimization
  • resource allocation
  • spectral efficiency

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