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Distributed Censoring with Energy Constraint in Wireless Sensor Networks

Abstract: 

In wireless sensor networks (WSNs), energy is always precious for sensor nodes. To save energy, censoring is introduced to cut the total number of transmission by only transmitting informative data. This algorithm, however, ignores the energy consumption during the delivery of parameters, which can be significant comparing to the saved power. In this paper, we consider the adaptive censoring from the energy perspective. A distributed censoring algorithm with energy constraint is developed that allows sensor nodes to make autonomous
decisions on whether to transmit the incoming data. We show that with the proposed algorithm, the overall energy consumption of the WSNs is reduced, while the performance loss in terms of the estimation error is negligible. Simulation results validate its effectiveness.

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Paper Details

Authors:
Liu Yang, Hongbin Zhu, Kai Kang, Xiliang Luo, Hua Qian and Yang Yang
Submitted On:
13 April 2018 - 12:54am
Short Link:
Type:
Poster
Event:
Presenter's Name:
Liu Yang
Paper Code:
2425
Document Year:
2018
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[1] Liu Yang, Hongbin Zhu, Kai Kang, Xiliang Luo, Hua Qian and Yang Yang, "Distributed Censoring with Energy Constraint in Wireless Sensor Networks", IEEE SigPort, 2018. [Online]. Available: http://sigport.org/2596. Accessed: Oct. 24, 2020.
@article{2596-18,
url = {http://sigport.org/2596},
author = {Liu Yang; Hongbin Zhu; Kai Kang; Xiliang Luo; Hua Qian and Yang Yang },
publisher = {IEEE SigPort},
title = {Distributed Censoring with Energy Constraint in Wireless Sensor Networks},
year = {2018} }
TY - EJOUR
T1 - Distributed Censoring with Energy Constraint in Wireless Sensor Networks
AU - Liu Yang; Hongbin Zhu; Kai Kang; Xiliang Luo; Hua Qian and Yang Yang
PY - 2018
PB - IEEE SigPort
UR - http://sigport.org/2596
ER -
Liu Yang, Hongbin Zhu, Kai Kang, Xiliang Luo, Hua Qian and Yang Yang. (2018). Distributed Censoring with Energy Constraint in Wireless Sensor Networks. IEEE SigPort. http://sigport.org/2596
Liu Yang, Hongbin Zhu, Kai Kang, Xiliang Luo, Hua Qian and Yang Yang, 2018. Distributed Censoring with Energy Constraint in Wireless Sensor Networks. Available at: http://sigport.org/2596.
Liu Yang, Hongbin Zhu, Kai Kang, Xiliang Luo, Hua Qian and Yang Yang. (2018). "Distributed Censoring with Energy Constraint in Wireless Sensor Networks." Web.
1. Liu Yang, Hongbin Zhu, Kai Kang, Xiliang Luo, Hua Qian and Yang Yang. Distributed Censoring with Energy Constraint in Wireless Sensor Networks [Internet]. IEEE SigPort; 2018. Available from : http://sigport.org/2596