On reliable data delivery in stochastic energy harvesting wireless sensor networks

被引:0
|
作者
Liu, Zheng [1 ]
Yang, Xinyu [1 ]
Yu, Wei [2 ]
机构
[1] Xi An Jiao Tong Univ, Dept Comp Sci & Technol, Xian 710049, Shaanxi, Peoples R China
[2] Towson Univ, Dept Comp & Informat Sci, Towson, MD 21252 USA
基金
美国国家科学基金会; 中国国家自然科学基金;
关键词
erasure codes; stochastic energy harvesting; Lyapunov optimisation; MULTICAST;
D O I
10.1504/IJSNET.2018.089268
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In wireless sensor networks (WSNs), sensor nodes with energy harvesting components have motivation to expend additional energy in conditions of excess, since the surplus energy would be wasted due to energy buffer overflow. In this paper, we focus on using such surplus energy to adjust the redundancy level of erasure codes, so that the data delivery reliability can be improved while the network lifetime is still well conserved. For a single flow, we formulate the problem as the maximisation of end-to-end packet delivery probability under energy constraints. Considering the energy profile as a stochastic process, we propose a Lyapunov optimisation based algorithm called the erasure coding scheduling algorithm (ECSA) to solve the problem. Through a combination of both theoretical analysis and simulation, we show the effectiveness of ESCA in yielding a near-optimal data delivery reliability.
引用
收藏
页码:101 / 114
页数:14
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