ANT colony optimization based optimal path selection and data gathering in WSN

Biswa Mohan Sahoo, Ranjeet Kumar Rout, Saiyed Umer, Hari Mohan Pandey

Research output: Chapter in Book/Report/Conference proceedingConference proceeding (ISBN)peer-review

1 Citation (Scopus)
65 Downloads (Pure)

Abstract

A data aggregation is an essential process in the field of wireless sensor network to deal with base station and sink node. In current data gathering mechanism, the nearest nodes to the sink receives data from all the other nodes and shares it to the sink. The data aggregation process is utilized to increase the capability and efficiency of the existing system. In existing technique, the possibility of data loss is high this may leads to energy loss therefore; the efficiency and performance are damaged. In order to overcome these issues, an effective cluster based data gathering technique is developed. Here the optimal cluster heads are selected which is used for transmission with low energy consumption. The optimal path for mobile sink (MS) is done by Ant Colony Optimization (ACO) algorithm. It provides efficient path along with MS to collect the data along with Cluster centroid. The performance of the proposed method is analyzed in terms of delay, throughput, lifetime, etc.

Original languageEnglish
Title of host publicationProceedings of International Conference on Computation, Automation and Knowledge Management, ICCAKM 2020
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages113-119
Number of pages7
ISBN (Electronic)9781728106663
ISBN (Print)9781728106663
DOIs
Publication statusE-pub ahead of print - 2 Apr 2020
Event2020 International Conference on Computation, Automation and Knowledge Management, ICCAKM 2020 - Dubai, United Arab Emirates
Duration: 9 Jan 202010 Jan 2020

Publication series

NameProceedings of International Conference on Computation, Automation and Knowledge Management, ICCAKM 2020

Conference

Conference2020 International Conference on Computation, Automation and Knowledge Management, ICCAKM 2020
CountryUnited Arab Emirates
CityDubai
Period9/01/2010/01/20

Keywords

  • Ant Colony Optimization
  • Data aggregation
  • Data gathering
  • Mobile Sink
  • WSN

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