Single fitness function analysis of energy-consumption and radio bandwidth management in coverage area problems

Thesis (M.Sc)--Faculty of Science and Technology, Universiti Sains Islam Malaysia, 2015

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Main Author: Kalid Abdlkader Marsal
Format: Thesis
Language:English
Published: Universiti Sains Islam Malaysia 2018
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Online Access:http://ddms.usim.edu.my:80/jspui/handle/123456789/16034
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Institution: Universiti Sains Islam Malaysia
Language: English
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spelling my.usim-160342018-05-18T01:56:39Z Single fitness function analysis of energy-consumption and radio bandwidth management in coverage area problems Kalid Abdlkader Marsal Wireless sensor networks Thesis (M.Sc)--Faculty of Science and Technology, Universiti Sains Islam Malaysia, 2015 The Wireless Sensor Network (WSN) has emerged as a promising tool for monitoring the physical world, utilizing self-organizing networks of battery-powered wireless sensors that can sense, process and communicate. It can be deployed rapidly and cheaply, thereby enabling large-scale, on-demand monitoring and tracking over a wide range of applications. Sensor nodes in such a network usually have limited on-board processing and wireless communication capabilities, and are equipped with batteries prolong the network lifetime. However, if all the sensor nodes simultaneously operated, redundant sensing data, corresponding wireless communication collision and interference will cause much energy to be wasted. How does one cover all the sensing area with the least active nodes so that no blind-point exists and connectivity is kept significant? Coverage becomes a serious problem in large scale sensor networks where hundreds and thousands of nodes are randomly deployed. The coverage problem is one of the most fundamental issues in wireless sensor. Current solutions are based for the most part on node scheduling, the main idea of which is to find the optimal number of active nodes while maintaining coverage and connectivity. The problem in finding the maximal coverage in a sensor network addressed in where coverage is defined as a set of nodes that can completely cover the monitored are, and a centralized solution to this problem is proposed. Several algorithms aim to find a close-to-optimal solution based on local information. In this work, a new method for controlling WSN main parameters (such as energy consumption, bandwidth, signal strength and coverage) using single fitness function proposed, developed and tested. In order to complete this research a network simulates is developed main Microsoft visual C# and a few experiments are done on the simulator. In future research, more and more work will be focused on distributed and localized solutions for practical deployment by simulation wireless sensor networks. In this simulation can be run either be reset with a new seed or with the previous seed for replay. 2018-04-26T04:31:00Z 2018-04-26T04:31:00Z 2015 Thesis http://ddms.usim.edu.my:80/jspui/handle/123456789/16034 en Full text Universiti Sains Islam Malaysia
institution Universiti Sains Islam Malaysia
building USIM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universit Sains Islam i Malaysia
content_source USIM Institutional Repository
url_provider http://ddms.usim.edu.my/
language English
topic Wireless sensor networks
spellingShingle Wireless sensor networks
Kalid Abdlkader Marsal
Single fitness function analysis of energy-consumption and radio bandwidth management in coverage area problems
description Thesis (M.Sc)--Faculty of Science and Technology, Universiti Sains Islam Malaysia, 2015
format Thesis
author Kalid Abdlkader Marsal
author_facet Kalid Abdlkader Marsal
author_sort Kalid Abdlkader Marsal
title Single fitness function analysis of energy-consumption and radio bandwidth management in coverage area problems
title_short Single fitness function analysis of energy-consumption and radio bandwidth management in coverage area problems
title_full Single fitness function analysis of energy-consumption and radio bandwidth management in coverage area problems
title_fullStr Single fitness function analysis of energy-consumption and radio bandwidth management in coverage area problems
title_full_unstemmed Single fitness function analysis of energy-consumption and radio bandwidth management in coverage area problems
title_sort single fitness function analysis of energy-consumption and radio bandwidth management in coverage area problems
publisher Universiti Sains Islam Malaysia
publishDate 2018
url http://ddms.usim.edu.my:80/jspui/handle/123456789/16034
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