NDLI: Utilisation of multi-objective immune deployment algorithm for coverage area maximisation with limit mobility in wireless sensors networks

Content Provider	IET Digital Library
Author	Zahhad, Mohammed Abo Ahmed, Sabah M. Sabor, Nabil Sasaki, Shigenobu
Abstract	Coverage is one of the most important performance metrics for wireless sensor network (WSN) since it reflects how well a sensor field is monitored. The coverage issue in WSNs depends on many factors, such as the network topology, sensor sensing model and the most important one is the deployment strategy. Random deployment of the sensor nodes can cause coverage holes formulation. This problem is non-deterministic polynomial-time hard problem. So in this study, a new centralised deployment algorithm based on the immune optimisation algorithm is proposed to relocate the mobile nodes after the initial configuration to maximise the coverage area. Moreover, the proposed algorithm limits the moving distance of the mobile nodes to reduce the dissipation energy in mobility and to ensure the connectivity among the sensor nodes. The performance of the proposed algorithm is compared with the previous algorithms using Matlab simulation. Simulation results clear that the proposed algorithm based on binary and probabilistic sensing models improves the network coverage and the redundant covered area with minimum moving consumption energy. Furthermore, the simulation results show that the proposed algorithm also works when obstacles appear in the sensing field.
Starting Page	250
Ending Page	261
Page Count	12
ISSN	20436386
Volume Number	5
e-ISSN	20436394
Issue Number	Issue 5, Oct (2015)
Alternate Webpage(s)	https://digital-library.theiet.org/content/journals/iet-wss/5/5
Alternate Webpage(s)	https://digital-library.theiet.org/content/journals/10.1049/iet-wss.2014.0085
Journal	IET Wireless Sensor Systems
Publisher Date	2015-10-01
Access Restriction	Open
Rights Holder	© The Institution of Engineering and Technology
Subject Keyword	Binary Sensing Model Centralised Deployment Algorithm Communication Network Design, Planning And Routing Computational Complexity Coverage Area Maximisation Coverage Holes Formulation Dissipation Energy Reduction Immune Optimisation Algorithm Limit Mobility Mobile Node Relocation Mobile Radio Mobile Radio System Mobility Management Multiobjective Immune Deployment Algorithm Network Coverage Improvement Network Management Network Topology Nondeterministic Polynomial-time Hard Problem Optimisation Optimisation Technique Performance Metrics Probabilistic Sensing Model Probability Random Sensor Node Deployment Sensor Sensing Model Statistics Telecommunication Network Topology Wireless Sensor Network Wireless Sonsor Network WSN
Content Type	Text
Resource Type	Article
Subject	Industrial and Manufacturing Engineering

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1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

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