Security-Oriented and Load-Balancing Wireless Data Routing Game in the Integration of Advanced Metering Infrastructure Network in Smart Grid

Yingchen Zhang, Eduard Muljadi, Fulin He, Yang Cao, Jun Zhang, Jiaolong Wei, Wenzhong Gao

Research output: Contribution to conferencePaper

2 Scopus Citations

Abstract

Ensuring flexible and reliable data routing is indispensable for the integration of Advanced Metering Infrastructure (AMI) networks, we propose a secure-oriented and load-balancing wireless data routing scheme. A novel utility function is designed based on security routing scheme. Then, we model the interactive security-oriented routing strategy among meter data concentrators or smart grid meters as a mixed-strategy network formation game. Finally, such problem results in a stable probabilistic routing scheme with proposed distributed learning algorithm. One contributions is that we studied that different types of applications affect the routing selection strategy and the strategy tendency. Another contributions is that the chosen strategy of our mixed routing can adaptively to converge to a new mixed strategy Nash equilibrium (MSNE) during the learning process in the smart grid.
Original languageAmerican English
Number of pages6
DOIs
StatePublished - 2016
Event2016 North American Power Symposium (NAPS) - Denver, Colorado
Duration: 18 Sep 201620 Sep 2016

Conference

Conference2016 North American Power Symposium (NAPS)
CityDenver, Colorado
Period18/09/1620/09/16

NREL Publication Number

  • NREL/CP-5D00-67827

Keywords

  • distributed learning algorithm
  • network formation game
  • routing game
  • secure routing
  • smart grid

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