Cooperative cache transfer-based on-demand network coded broadcast in vehicular networks

  • G. G.M.D. Nawaz Ali
  • , M. D. Noor-A-Rahim
  • , M. D. Ashiqur Rahman
  • , Beshah Ayalew
  • , Peter H.J. Chong
  • , Yong Liang Guan

Research output: Contribution to journalArticlepeer-review

Abstract

Real-time traffic updates, safety and comfort driving, infotainment, and so on, are some envisioned applications in vehicular networks. Unlike traditional broadcast, network-coding-assisted broadcast can satisfy multiple vehicles with different data items in a coded form. However, server side encoding requires the prior knowledge about vehicles’ cache information for the successful decoding at the vehicles’ sides. The explicit cache upload from vehicles to Road Side Unit (RSU) wastes upload bandwidth. In multi-RSU vehicular networks, we propose a Cooperative Cache Transfer-based On-demand Network Coded Broadcast called CCTCB. In the proposed CCTCB approach, vehicles do not need to upload their cache information to the server, rather the RSU server learns the vehicles’ cache intrinsically. We derive a probabilistic model to analyze the coding opportunity in the proposed cooperative cache transfer mechanism incorporating vehicle mobility. The comprehensive simulation results validate the superiority of the proposed approach.

Original languageEnglish
Article number38
JournalACM Transactions on Embedded Computing Systems
Volume18
Issue number4
DOIs
Publication statusPublished - 18 Jul 2019

Keywords

  • Algorithm design
  • Cooperative cache transfer
  • Network coding
  • On-demand broadcast
  • Vehicular communication

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