Cache-Enabled MIMO Power Line Communications with Precoding Design in Smart Grid

Yuwen Qian, Shi Li, Long Shi, Jun Li, Feng Shu, Dushantha Nalin K. Jayakody, Jinhong Yuan

Research output: Contribution to journalArticle

Abstract

Power line communication (PLC) is an attractive approach to provide information transfer services for the smart grid. A crucial issue in PLC networks is how to achieve reliable transmission for rural and remote users against severe fading and impulsive noise in an economic way. To address this problem, we propose a cache-enabled multiple-input and multiple-output (MIMO) PLC network to improve transmission reliability and minimize downloading cost for users. First, we deploy a local cache at each PLC access unit to store popular content requested by users according to a popularity-based data placement. As such, the proposed cache-enabled scheme can not only bring popular data close to users at the edge of PLC networks but also reduce the PLC backhaul burden. Second, in the data delivery stage, we propose a precoding design for each access unit and formulate average downloading price for each user. In particular, we solve optimal precoding vectors to simultaneously meet the target transmission rate and minimize the price of each user through an efficient algorithm. Numerical results corroborate that our cache-enabled MIMO PLC network can guarantee the transmission reliability whilst reducing the downloading price compared with the existing related works.

Original languageEnglish
JournalIEEE Transactions on Green Communications and Networking
DOIs
Publication statusAccepted/In press - 1 Jan 2019

Fingerprint

Telecommunication networks
Communication
Fading (radio)
Impulse noise
Economics
Costs

Keywords

  • Array signal processing
  • average downloading price.
  • cache
  • Internet
  • MIMO
  • MIMO communication
  • power line communications
  • Precoding
  • precoding design
  • Reliability
  • Smart grid
  • Smart grids
  • Wireless communication

ASJC Scopus subject areas

  • Renewable Energy, Sustainability and the Environment
  • Computer Networks and Communications

Cite this

Cache-Enabled MIMO Power Line Communications with Precoding Design in Smart Grid. / Qian, Yuwen; Li, Shi; Shi, Long; Li, Jun; Shu, Feng; Jayakody, Dushantha Nalin K.; Yuan, Jinhong.

In: IEEE Transactions on Green Communications and Networking, 01.01.2019.

Research output: Contribution to journalArticle

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