Optimization of heterogeneous sensor networks with clustering mechanism using game theory algorithm

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

1 Citation (Scopus)

Abstract

Wireless sensor network is considered as the most applicable standards for the monitoring system. The optimization that relates to wireless sensor network planning, design, deployment, and operation has to consider many parameters so that there is no conflict among the sensor especially in a heterogenous network with various platforms. In such a network, energy consumption determines the system stability. Clustering mechanism in a wireless sensor network can also simplify network management process. Distributed energy efficient clustering (DEEC) is used as a clustering protocol. This protocol work based on residual energy. This protocol is robust enough, but in a certain condition, it has a pit of weakness. Game theory is being proposed as an optimization algorithm of the clustering process. It is used to adjust the probability of node to become a cluster head based on residual energy to prolong cluster lifetime. Threshold value can be more accurate by using selfish behavior game theory algorithm. The weighted factor is a factor that makes the resolution of probability values more real.

Original languageEnglish
Title of host publicationProceedings of the 2019 2nd International Conference on Software Engineering and Information Management, ICSIM 2019 - Workshop 2019 2nd International Conference on Big Data and Smart Computing, ICBDSC 2019
PublisherAssociation for Computing Machinery
Pages25-29
Number of pages5
ISBN (Electronic)9781450366427
DOIs
Publication statusPublished - 10 Jan 2019
Event2nd International Conference on Software Engineering and Information Management, ICSIM 2019 - and its Workshop 2019 2nd International Conference on Big Data and Smart Computing, ICBDSC 2019 - Bali, Indonesia
Duration: 10 Jan 201913 Jan 2019

Publication series

NameACM International Conference Proceeding Series

Conference

Conference2nd International Conference on Software Engineering and Information Management, ICSIM 2019 - and its Workshop 2019 2nd International Conference on Big Data and Smart Computing, ICBDSC 2019
Country/TerritoryIndonesia
CityBali
Period10/01/1913/01/19

Keywords

  • Deec
  • Game theory
  • Heterogenous wireless sensor network

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