Charging Utility Maximization in Wireless Rechargeable Sensor Networks by Charging Multiple Sensors Simultaneously

被引:134
作者
Ma, Yu [1 ]
Liang, Weifa [1 ]
Xu, Wenzheng [2 ]
机构
[1] Australian Natl Univ, Res Sch Comp Sci, Canberra, ACT 2601, Australia
[2] Sichuan Univ, Coll Comp Sci, Chengdu 610065, Sichuan, Peoples R China
基金
中国国家自然科学基金;
关键词
Wireless energy transfer; multi-node energy charging; approximation algorithms; mobile chargers; charging tour scheduling; maximal independent set; energy optimization; wireless rechargeable sensor networks; APPROXIMATION ALGORITHMS;
D O I
10.1109/TNET.2018.2841420
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Wireless energy charging has been regarded as a promising technology for prolonging sensor lifetime in wireless rechargeable sensor networks (WRSNs). Most existing studies focused on one-to-one charging between a mobile charger and a sensor that suffers charging scalability and efficiency issues. A new charging technique - one-to-many charging scheme that allows multiple sensors to be charged simultaneously by a single charger can well address the issues. In this paper, we investigate the use of a mobile charger to charge multiple sensors simultaneously in WRSNs under the energy capacity constraint on the mobile charger. We aim to minimize the sensor energy expiration time by formulating a novel charging utility maximization problem, where the amount of utility gain by charging a sensor is proportional to the amount of energy received by the sensor. We also consider the charging tour length minimization problem of minimizing the travel distance of the mobile charger if all requested sensors must be charged, assuming that the mobile charger has sufficient energy to support all requested sensor charging and itself travelling. Specifically, in this paper, we first devise an approximation algorithm with a constant approximation ratio for the charging utility maximization problem if the energy consumption of the mobile charger on its charging tour is negligible. Otherwise, we develop an efficient heuristic for it through a non-trivial reduction from a length-constrained utility maximization problem. We then, devise the very first approximation algorithm with a constant approximation ratio for the charging tour length minimization problem through exploiting the combinatorial property of the problem. We finally evaluate the performance of the proposed algorithms through experimental simulations. Simulation results demonstrate that the proposed algorithms are promising, and outperform the other heuristics in various settings.
引用
收藏
页码:1591 / 1604
页数:14
相关论文
共 29 条
[1]  
[Anonymous], 388 CMU GARD SCH IND
[2]   Electromagnetic Energy Harvesting and Wireless Power Transmission: A Unified Approach [J].
Costanzo, Alessandra ;
Dionigi, Marco ;
Masotti, Diego ;
Mongiardo, Mauro ;
Monti, Giuseppina ;
Tarricone, Luciano ;
Sorrentino, Roberto .
PROCEEDINGS OF THE IEEE, 2014, 102 (11) :1692-1711
[3]   Safe Charging for Wireless Power Transfer [J].
Dai, Haipeng ;
Liu, Yunhuai ;
Chen, Guihai ;
Wu, Xiaobing ;
He, Tian ;
Liu, Alex X. ;
Ma, Huizhen .
IEEE-ACM TRANSACTIONS ON NETWORKING, 2017, 25 (06) :3531-3544
[4]   Approximation algorithms for TSP with neighborhoods in the plane [J].
Dumitrescu, A ;
Mitchell, JSB .
JOURNAL OF ALGORITHMS, 2003, 48 (01) :135-159
[5]   Joint Charging Tour Planning and Depot Positioning for Wireless Sensor Networks Using Mobile Chargers [J].
Jiang, Guiyuan ;
Lam, Siew-Kei ;
Sun, Yidan ;
Tu, Lijia ;
Wu, Jigang .
IEEE-ACM TRANSACTIONS ON NETWORKING, 2017, 25 (04) :2250-2266
[6]   Power management in energy harvesting sensor networks [J].
Kansal, Aman ;
Hsu, Jason ;
Zahedi, Sadaf ;
Srivastava, Mani B. .
ACM TRANSACTIONS ON EMBEDDED COMPUTING SYSTEMS, 2007, 6 (04) :32
[7]   Efficient on-demand multi-node charging techniques for wireless sensor networks [J].
Khelladi, Lyes ;
Djenouri, Djamel ;
Rossi, Michele ;
Badache, Nadjib .
COMPUTER COMMUNICATIONS, 2017, 101 :44-56
[8]   The budgeted maximum coverage problem [J].
Khuller, S ;
Moss, A ;
Naor, JS .
INFORMATION PROCESSING LETTERS, 1999, 70 (01) :39-45
[9]   Wireless power transfer via strongly coupled magnetic resonances [J].
Kurs, Andre ;
Karalis, Aristeidis ;
Moffatt, Robert ;
Joannopoulos, J. D. ;
Fisher, Peter ;
Soljacic, Marin .
SCIENCE, 2007, 317 (5834) :83-86
[10]   Simultaneous mid-range power transfer to multiple devices [J].
Kurs, Andre ;
Moffatt, Robert ;
Soljacic, Marin .
APPLIED PHYSICS LETTERS, 2010, 96 (04)