In smart cities, managing the energy in the Industrial Internet of Things (IIoT) IoT networks is a challenging issue. In a cluster-based IIoT, cluster heads (CHs) near the sink quickly deplete their energy as they are responsible for relaying a large amount of data. It results in isolating the sink from the network and causes an energy hole or hot spot problem. Many solutions exist for this problem, including sink mobility, unequal clustering, use of gateways, etc. Each of these solutions has its own merits and demerits. It is well known that combining clustering and energy-aware routing can significantly extend the IIoT's lifetime. In this work, we propose an advanced energy management and harvesting system for enhancement of network lifetime of IIoT in smart cities by addressing the hot spot problems. The system is based on energy-aware clustering and routing algorithms that employ energy-harvesting nodes deployed along with the normal sensor nodes. We simulate the proposed system extensively for various cases of network topology. A couple of existing algorithms are analyzed and compared with simulated results. It is shown that the network lifetime is increased significantly compared to the existing ones.
机构:
Chinese Acad Sci, IGSNRR, LREIS, Beijing 100101, Peoples R China
Xinjiang Acad Environm Protect Sci, Urumqi 830011, Peoples R ChinaChinese Acad Sci, IGSNRR, LREIS, Beijing 100101, Peoples R China
Fang, Shifeng
;
Xu, Li Da
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机构:
Chinese Acad Sci, Inst Comp Technol, Beijing 100080, Peoples R China
Shanghai Jiao Tong Univ, Shanghai 200240, Peoples R China
Univ Sci & Technol China, Hefei 230026, Peoples R China
Old Dominion Univ, Norfolk, VA 23529 USAChinese Acad Sci, IGSNRR, LREIS, Beijing 100101, Peoples R China
Xu, Li Da
;
Zhu, Yunqiang
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机构:
Chinese Acad Sci, IGSNRR, LREIS, Beijing 100101, Peoples R ChinaChinese Acad Sci, IGSNRR, LREIS, Beijing 100101, Peoples R China
Zhu, Yunqiang
;
Ahati, Jiaerheng
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机构:
Xinjiang Acad Environm Protect Sci, Urumqi 830011, Peoples R ChinaChinese Acad Sci, IGSNRR, LREIS, Beijing 100101, Peoples R China
Ahati, Jiaerheng
;
Pei, Huan
论文数: 0引用数: 0
h-index: 0
机构:
Yanshan Univ, Coll Informat Sci & Engn, Qinhuangdao 066004, Peoples R ChinaChinese Acad Sci, IGSNRR, LREIS, Beijing 100101, Peoples R China
Pei, Huan
;
Yan, Jianwu
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机构:
Chinese Acad Sci, IGSNRR, LREIS, Beijing 100101, Peoples R ChinaChinese Acad Sci, IGSNRR, LREIS, Beijing 100101, Peoples R China
机构:
Qufu Normal Univ, Sch Comp Sci, Rizhao 276826, Shandong, Peoples R ChinaQufu Normal Univ, Sch Comp Sci, Rizhao 276826, Shandong, Peoples R China
Gu, Xin
;
Yu, Jiguo
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机构:
Qufu Normal Univ, Sch Comp Sci, Rizhao 276826, Shandong, Peoples R China
Key Lab Intelligent Control Tech Shandong Prov, Rizhao 276826, Shandong, Peoples R ChinaQufu Normal Univ, Sch Comp Sci, Rizhao 276826, Shandong, Peoples R China
Yu, Jiguo
;
Yu, Dongxiao
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机构:
Univ Hong Kong, Dept Comp Sci, Pokfulam, Hong Kong, Peoples R ChinaQufu Normal Univ, Sch Comp Sci, Rizhao 276826, Shandong, Peoples R China
Yu, Dongxiao
;
Wang, Guanghui
论文数: 0引用数: 0
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机构:
Shandong Univ, Sch Math & Syst Sci, Jinan 250100, Shandong, Peoples R ChinaQufu Normal Univ, Sch Comp Sci, Rizhao 276826, Shandong, Peoples R China
Wang, Guanghui
;
Lv, Yuhua
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h-index: 0
机构:
Qufu Normal Univ, Sch Comp Sci, Rizhao 276826, Shandong, Peoples R ChinaQufu Normal Univ, Sch Comp Sci, Rizhao 276826, Shandong, Peoples R China
机构:
Chinese Acad Sci, IGSNRR, LREIS, Beijing 100101, Peoples R China
Xinjiang Acad Environm Protect Sci, Urumqi 830011, Peoples R ChinaChinese Acad Sci, IGSNRR, LREIS, Beijing 100101, Peoples R China
Fang, Shifeng
;
Xu, Li Da
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Comp Technol, Beijing 100080, Peoples R China
Shanghai Jiao Tong Univ, Shanghai 200240, Peoples R China
Univ Sci & Technol China, Hefei 230026, Peoples R China
Old Dominion Univ, Norfolk, VA 23529 USAChinese Acad Sci, IGSNRR, LREIS, Beijing 100101, Peoples R China
Xu, Li Da
;
Zhu, Yunqiang
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, IGSNRR, LREIS, Beijing 100101, Peoples R ChinaChinese Acad Sci, IGSNRR, LREIS, Beijing 100101, Peoples R China
Zhu, Yunqiang
;
Ahati, Jiaerheng
论文数: 0引用数: 0
h-index: 0
机构:
Xinjiang Acad Environm Protect Sci, Urumqi 830011, Peoples R ChinaChinese Acad Sci, IGSNRR, LREIS, Beijing 100101, Peoples R China
Ahati, Jiaerheng
;
Pei, Huan
论文数: 0引用数: 0
h-index: 0
机构:
Yanshan Univ, Coll Informat Sci & Engn, Qinhuangdao 066004, Peoples R ChinaChinese Acad Sci, IGSNRR, LREIS, Beijing 100101, Peoples R China
Pei, Huan
;
Yan, Jianwu
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, IGSNRR, LREIS, Beijing 100101, Peoples R ChinaChinese Acad Sci, IGSNRR, LREIS, Beijing 100101, Peoples R China
机构:
Qufu Normal Univ, Sch Comp Sci, Rizhao 276826, Shandong, Peoples R ChinaQufu Normal Univ, Sch Comp Sci, Rizhao 276826, Shandong, Peoples R China
Gu, Xin
;
Yu, Jiguo
论文数: 0引用数: 0
h-index: 0
机构:
Qufu Normal Univ, Sch Comp Sci, Rizhao 276826, Shandong, Peoples R China
Key Lab Intelligent Control Tech Shandong Prov, Rizhao 276826, Shandong, Peoples R ChinaQufu Normal Univ, Sch Comp Sci, Rizhao 276826, Shandong, Peoples R China
Yu, Jiguo
;
Yu, Dongxiao
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hong Kong, Dept Comp Sci, Pokfulam, Hong Kong, Peoples R ChinaQufu Normal Univ, Sch Comp Sci, Rizhao 276826, Shandong, Peoples R China
Yu, Dongxiao
;
Wang, Guanghui
论文数: 0引用数: 0
h-index: 0
机构:
Shandong Univ, Sch Math & Syst Sci, Jinan 250100, Shandong, Peoples R ChinaQufu Normal Univ, Sch Comp Sci, Rizhao 276826, Shandong, Peoples R China
Wang, Guanghui
;
Lv, Yuhua
论文数: 0引用数: 0
h-index: 0
机构:
Qufu Normal Univ, Sch Comp Sci, Rizhao 276826, Shandong, Peoples R ChinaQufu Normal Univ, Sch Comp Sci, Rizhao 276826, Shandong, Peoples R China