Optimal Resource Allocation for Wireless Powered Sensors: A Perspective From Age of Information
被引:13
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作者:
Gu, Qi
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机构:
Beijing Jiaotong Univ, Sch Comp & Informat Technol, Beijing 100044, Peoples R China
China Mobile Res Inst, Future Mobile Technol Lab, Beijing 100053, Peoples R ChinaBeijing Jiaotong Univ, Sch Comp & Informat Technol, Beijing 100044, Peoples R China
Gu, Qi
[1
,2
]
Wang, Gongpu
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机构:
Beijing Jiaotong Univ, Sch Comp & Informat Technol, Beijing 100044, Peoples R ChinaBeijing Jiaotong Univ, Sch Comp & Informat Technol, Beijing 100044, Peoples R China
Wang, Gongpu
[1
]
Fan, Rongfei
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机构:
Beijing Inst Technol, Sch Informat & Elect, Beijing 100081, Peoples R ChinaBeijing Jiaotong Univ, Sch Comp & Informat Technol, Beijing 100044, Peoples R China
Fan, Rongfei
[3
]
Li, Fudong
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机构:
Univ Alberta, Dept Elect & Comp Engn, Edmonton, AB T6G 1H9, CanadaBeijing Jiaotong Univ, Sch Comp & Informat Technol, Beijing 100044, Peoples R China
Li, Fudong
[4
]
Jiang, Hai
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机构:
Univ Alberta, Dept Elect & Comp Engn, Edmonton, AB T6G 1H9, CanadaBeijing Jiaotong Univ, Sch Comp & Informat Technol, Beijing 100044, Peoples R China
Jiang, Hai
[4
]
Zhong, Zhangdui
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机构:
Beijing Jiaotong Univ, State Key Lab Rail Traff Control & Safety, Beijing 100044, Peoples R ChinaBeijing Jiaotong Univ, Sch Comp & Informat Technol, Beijing 100044, Peoples R China
Zhong, Zhangdui
[5
]
机构:
[1] Beijing Jiaotong Univ, Sch Comp & Informat Technol, Beijing 100044, Peoples R China
[2] China Mobile Res Inst, Future Mobile Technol Lab, Beijing 100053, Peoples R China
[3] Beijing Inst Technol, Sch Informat & Elect, Beijing 100081, Peoples R China
Sensors;
Wireless sensor networks;
Energy harvesting;
Wireless communication;
Data communication;
Channel allocation;
Monitoring;
Wireless power transfer;
energy harvesting;
age of information;
NETWORKS;
INTERNET;
D O I:
10.1109/LCOMM.2020.3010324
中图分类号:
TN [电子技术、通信技术];
学科分类号:
0809 ;
摘要:
We investigate a wireless powered sensor network, in which multiple sensors generate data and send their data to a base station (BS) periodically. Each sensor first harvests energy from the BS via wireless power transfer and then uses its available energy to transmit to the BS its data. We target minimal average age of information, by optimizing the energy harvesting time and the bandwidth allocation during the sensors' transmissions. The research problem is hard to solve, as some notations in the problem do not have a closed-form expression. To optimally solve the problem, we first show that there is a one-to-one mapping from the energy harvesting time to the bandwidth allocation. We also develop a method to obtain the bandwidth allocation vector corresponding to each value of the energy harvesting time. Then we get the optimal energy harvesting time by investigating and comparing different sub-regions of energy harvesting time. Numerical results show optimality of our solution and its performance gain over a benchmark scheme based on the traditional threshold-based method.
机构:
Friedrich Alexander Univ Erlangen Nuremberg, Inst Digital Commun IDC, D-91058 Erlangen, GermanyFriedrich Alexander Univ Erlangen Nuremberg, Inst Digital Commun IDC, D-91058 Erlangen, Germany
Wei, Zhiqiang
Yu, Xianghao
论文数: 0引用数: 0
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机构:
Hong Kong Univ Sci & Technol, Dept Elect & Comp Engn, Hong Kong, Peoples R ChinaFriedrich Alexander Univ Erlangen Nuremberg, Inst Digital Commun IDC, D-91058 Erlangen, Germany
Yu, Xianghao
Ng, Derrick Wing Kwan
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机构:
Univ New South Wales, Sch Elect Engn & Telecommun, Sydney, NSW 2052, AustraliaFriedrich Alexander Univ Erlangen Nuremberg, Inst Digital Commun IDC, D-91058 Erlangen, Germany
Ng, Derrick Wing Kwan
Schober, Robert
论文数: 0引用数: 0
h-index: 0
机构:
Friedrich Alexander Univ Erlangen Nuremberg, Inst Digital Commun IDC, D-91058 Erlangen, GermanyFriedrich Alexander Univ Erlangen Nuremberg, Inst Digital Commun IDC, D-91058 Erlangen, Germany
机构:
South China Univ Technol, Sch Elect & Informat Engn, Guangzhou 510640, Peoples R ChinaSouth China Univ Technol, Sch Elect & Informat Engn, Guangzhou 510640, Peoples R China
Feng, Wanmei
Tang, Jie
论文数: 0引用数: 0
h-index: 0
机构:
South China Univ Technol, Sch Elect & Informat Engn, Guangzhou 510640, Peoples R China
Southeast Univ, Natl Mobile Commun Res Lab, Nanjing 210096, Peoples R ChinaSouth China Univ Technol, Sch Elect & Informat Engn, Guangzhou 510640, Peoples R China
Tang, Jie
Zhao, Nan
论文数: 0引用数: 0
h-index: 0
机构:
Peng Cheng Lab, Shenzhen 518066, Peoples R China
Dalian Univ Technol, Sch Informat & Commun Engn, Dalian 116024, Peoples R ChinaSouth China Univ Technol, Sch Elect & Informat Engn, Guangzhou 510640, Peoples R China
Zhao, Nan
Zhang, Xiuyin
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机构:
South China Univ Technol, Sch Elect & Informat Engn, Guangzhou 510640, Peoples R ChinaSouth China Univ Technol, Sch Elect & Informat Engn, Guangzhou 510640, Peoples R China
Zhang, Xiuyin
Wang, Xianbin
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机构:
Western Univ, Dept Elect & Comp Engn, London, ON N6A 3K7, CanadaSouth China Univ Technol, Sch Elect & Informat Engn, Guangzhou 510640, Peoples R China
Wang, Xianbin
Wong, Kai-Kit
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机构:
UCL, Dept Elect & Elect Engn, London WC1E 6BT, EnglandSouth China Univ Technol, Sch Elect & Informat Engn, Guangzhou 510640, Peoples R China
Wong, Kai-Kit
Chambers, Jonathon A.
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机构:
Univ Leicester, Dept Engn, Leicester LE1 7RH, Leics, EnglandSouth China Univ Technol, Sch Elect & Informat Engn, Guangzhou 510640, Peoples R China