A Novel Optimal RFID Network Planning by MC-GPSO

Khalid Hasnan; Aftab Ahmed; Badrul aisham; Qadir Bakhsh; Kashif Hussain and Kamran Latif

doi:10.17485/ijst/2015/v8i17/76221

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A Novel Optimal RFID Network Planning by MC-GPSO

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Indian Journal of Science and Technology

DOI: 10.17485/ijst/2015/v8i17/76221

Year: 2015, Volume: 8, Issue: 17, Pages: 1-7

Original Article

A Novel Optimal RFID Network Planning by MC-GPSO

Khalid Hasnan^*, Aftab Ahmed, Badrul-aisham, Qadir Bakhsh, Kashif Hussain and Kamran Latif

Universiti Tun Hussein Onn Malaysia, 86400, Parit Raja, Batu Pahat, Johor, Malaysia;
[email protected], [email protected], [email protected], [email protected], [email protected], [email protected]

This work is licensed under a Creative Commons Attribution 4.0 International License.

Abstract

The fast development of RFID technology having challenging issues of the optimal deployment of RFID network are tags coverage, interference, economic efficiency and load balance. In this paper the novel approach of Multi-Colony Global Particle Swarm Optimization (MC-GPSO) algorithm was used to deploy minimum number of reader which covers all tags with minimum interference effect in large scale basis. The main aim of this algorithm is to divide the swarm in to multi-colony for achieving the optimal results as compared to the basic PSO. Simulation results show the optimal solution of RFID Network Planning (RNP).
Keywords: MC-GPSO, PSO, RFID, RNP