Mobility Assisted Content Transmission for Device-to-Device Communication Underlaying Cellular Networks

Muhammad Waqas, Ming Zeng, Yong Li*, Depeng Jin, Zhu Han

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

24 Citations (Scopus)

Abstract

With the explosion growth of mobile data demands for proximal services, device-to-device communication is proposed as a vital technology for the next generation cellular network. With the extensive increase in personal mobile devices, content transmission of proximal devices underlaying cellular networks is gaining considerable attention. However, due to the mobility constraint of mobile devices, content transmission underlaying cellular networks greatly affects the overall transmission capacity of these proximal devices. In this paper, we investigate the problem of mobility assisted content transmission and resource allocation by exploiting the contact patterns regulated by these proximal devices' mobility. We formulate the content transmission and resource allocation with the help of the statistic property of contact rates, and then utilize convex optimization to determine the successful content transmission and resource allocation scheme. We present the optimal resource allocated content transmission algorithm based on the pseudo-polynomial time algorithm using dynamic programming to solve the optimization problem. Real data traces are utilized in our proposed algorithm to find out the natural strategies of mobile homophily. Extensive simulations under the realistic human mobility factors are evaluated to demonstrate the efficiency of our proposed scheme.

Original languageEnglish
Pages (from-to)6410-6423
Number of pages14
JournalIEEE Transactions on Vehicular Technology
Volume67
Issue number7
DOIs
Publication statusPublished - Jul 2018
Externally publishedYes

Keywords

  • Device-to-device
  • cellular networks
  • content transmission
  • mobile homophily
  • mobility patterns
  • resource allocation

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