TY - JOUR
T1 - On reliable data delivery in stochastic energy harvesting wireless sensor networks
AU - Liu, Zheng
AU - Yang, Xinyu
AU - Yu, Wei
N1 - Publisher Copyright:
Copyright © 2018 Inderscience Enterprises Ltd.
PY - 2018
Y1 - 2018
N2 - 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.
AB - 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.
KW - Erasure codes
KW - Lyapunov optimisation
KW - Stochastic energy harvesting
UR - https://www.scopus.com/pages/publications/85040964916
U2 - 10.1504/IJSNET.2018.089268
DO - 10.1504/IJSNET.2018.089268
M3 - 文章
AN - SCOPUS:85040964916
SN - 1748-1279
VL - 26
SP - 101
EP - 114
JO - International Journal of Sensor Networks
JF - International Journal of Sensor Networks
IS - 2
ER -