An Efficient Sensor Deployment and Mobile Charger Scheduling Algorithm for Energy Replenishment and Data Gathering in Wireless Rechargeable Sensor Networks with Multiple Sinks
碩士 === 國立高雄應用科技大學 === 電子工程系碩士班 === 103 === In recent studies, when mobile devices equipped with wireless charging technology are used to recharge sensors in wireless sensor networks, the networks are called wireless rechargeable sensor networks(WRSNs). In WRSNs, sensors can be used to monitor and re...
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ndltd-TW-103KUAS03930602019-05-15T22:08:03Z http://ndltd.ncl.edu.tw/handle/4x2d2f An Efficient Sensor Deployment and Mobile Charger Scheduling Algorithm for Energy Replenishment and Data Gathering in Wireless Rechargeable Sensor Networks with Multiple Sinks 應用於多匯集點無線可充電式感測網路能量補充與資料收集之感測器佈署暨移動充電裝置排程有效率演算法 Chen-Yong Huang 黃辰詠 碩士 國立高雄應用科技大學 電子工程系碩士班 103 In recent studies, when mobile devices equipped with wireless charging technology are used to recharge sensors in wireless sensor networks, the networks are called wireless rechargeable sensor networks(WRSNs). In WRSNs, sensors can be used to monitor and report environmental information, mobile devices are responsible for recharging sensors and/or collecting the monitored data to the sink; and the sink can be used to be charging station of mobile devices. Recently, many studies have focused on using mobile devices to prolong the lifetime of the WRSNs. However, due to the high cost of mobile devices, the number of mobile devices is often limited in a WRSN. When the number of mobile devices is limited, the capability of recharging sensors in WRSNs is also limited. Therefore, we assign weights to possible points that can be used to deploy sensors in a sensing field. The point with higher weight implies higher importance. In the thesis, when given a set of weighted points and multiple sinks, we study the problem of using limited mobile devices to recharge sensors located on the given points such that the sensors in the networks can execute continuously without energy depletion, and the total weight of points that sensors locate is maximized, termed the Periodic Energy Charging and Data Collection with Multiple Sinks problem (PECDCMS). We propose a Heuristic Algorithm for the PECDCMS problem. In addition, we show that the algorithm provide good results through simulations. Bing-Hong Liu 劉炳宏 2015 學位論文 ; thesis 31 zh-TW |
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碩士 === 國立高雄應用科技大學 === 電子工程系碩士班 === 103 === In recent studies, when mobile devices equipped with wireless charging technology are used to recharge sensors in wireless sensor networks, the networks are called wireless rechargeable sensor networks(WRSNs). In WRSNs, sensors can be used to monitor and report environmental information, mobile devices are responsible for recharging sensors and/or collecting the monitored data to the sink; and the sink can be used to be charging station of mobile devices. Recently, many studies have focused on using mobile devices to prolong the lifetime of the WRSNs. However, due to the high cost of mobile devices, the number of mobile devices is often limited in a WRSN. When the number of mobile devices is limited, the capability of recharging sensors in WRSNs is also limited. Therefore, we assign weights to possible points that can be used to deploy sensors in a sensing field. The point with higher weight implies higher importance. In the thesis, when given a set of weighted points and multiple sinks, we study the problem of using limited mobile devices to recharge sensors located on the given points such that the sensors in the networks can execute continuously without energy depletion, and the total weight of points that sensors locate is maximized, termed the Periodic Energy Charging and Data Collection with Multiple Sinks problem (PECDCMS). We propose a Heuristic Algorithm for the PECDCMS problem. In addition, we show that the algorithm provide good results through simulations.
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Bing-Hong Liu |
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Bing-Hong Liu Chen-Yong Huang 黃辰詠 |
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Chen-Yong Huang 黃辰詠 |
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Chen-Yong Huang 黃辰詠 An Efficient Sensor Deployment and Mobile Charger Scheduling Algorithm for Energy Replenishment and Data Gathering in Wireless Rechargeable Sensor Networks with Multiple Sinks |
author_sort |
Chen-Yong Huang |
title |
An Efficient Sensor Deployment and Mobile Charger Scheduling Algorithm for Energy Replenishment and Data Gathering in Wireless Rechargeable Sensor Networks with Multiple Sinks |
title_short |
An Efficient Sensor Deployment and Mobile Charger Scheduling Algorithm for Energy Replenishment and Data Gathering in Wireless Rechargeable Sensor Networks with Multiple Sinks |
title_full |
An Efficient Sensor Deployment and Mobile Charger Scheduling Algorithm for Energy Replenishment and Data Gathering in Wireless Rechargeable Sensor Networks with Multiple Sinks |
title_fullStr |
An Efficient Sensor Deployment and Mobile Charger Scheduling Algorithm for Energy Replenishment and Data Gathering in Wireless Rechargeable Sensor Networks with Multiple Sinks |
title_full_unstemmed |
An Efficient Sensor Deployment and Mobile Charger Scheduling Algorithm for Energy Replenishment and Data Gathering in Wireless Rechargeable Sensor Networks with Multiple Sinks |
title_sort |
efficient sensor deployment and mobile charger scheduling algorithm for energy replenishment and data gathering in wireless rechargeable sensor networks with multiple sinks |
publishDate |
2015 |
url |
http://ndltd.ncl.edu.tw/handle/4x2d2f |
work_keys_str_mv |
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