Reliable Adaptive Data Aggregation Route Strategy for a Trade-off between Energy and Lifetime in WSNs
1
College of Mathematics and Computer Science, Fuzhou University, Fuzhou 350116, China
2
Fujian Provincial Key Laboratory of Networking Computing and Intelligent Information Processing, Fuzhou University, Fuzhou 350116, China
3
School of Computer Science, Colorado Technical University, Colorado Springs, CO 80907, USA
*
Author to whom correspondence should be addressed.
Sensors 2014, 14(9), 16972-16993; https://doi.org/10.3390/s140916972
Received: 5 August 2014
/
Revised: 1 September 2014
/
Accepted: 5 September 2014
/
Published: 11 September 2014
(This article belongs to the Special Issue Sensor Computing for Mobile Security and Big Data Analytics)
Mobile security is one of the most fundamental problems in Wireless Sensor Networks (WSNs). The data transmission path will be compromised for some disabled nodes. To construct a secure and reliable network, designing an adaptive route strategy which optimizes energy consumption and network lifetime of the aggregation cost is of great importance. In this paper, we address the reliable data aggregation route problem for WSNs. Firstly, to ensure nodes work properly, we propose a data aggregation route algorithm which improves the energy efficiency in the WSN. The construction process achieved through discrete particle swarm optimization (DPSO) saves node energy costs. Then, to balance the network load and establish a reliable network, an adaptive route algorithm with the minimal energy and the maximum lifetime is proposed. Since it is a non-linear constrained multi-objective optimization problem, in this paper we propose a DPSO with the multi-objective fitness function combined with the phenotype sharing function and penalty function to find available routes. Experimental results show that compared with other tree routing algorithms our algorithm can effectively reduce energy consumption and trade off energy consumption and network lifetime.
View Full-Text
Keywords:
wireless sensor networks; mobile security; route; data gathering; data aggregation; particle swarm optimization
▼
Show Figures
Graphical abstract
This is an open access article distributed under the Creative Commons Attribution License
MDPI and ACS Style
Guo, W.; Hong, W.; Zhang, B.; Chen, Y.; Xiong, N. Reliable Adaptive Data Aggregation Route Strategy for a Trade-off between Energy and Lifetime in WSNs. Sensors 2014, 14, 16972-16993. https://doi.org/10.3390/s140916972
AMA Style
Guo W, Hong W, Zhang B, Chen Y, Xiong N. Reliable Adaptive Data Aggregation Route Strategy for a Trade-off between Energy and Lifetime in WSNs. Sensors. 2014; 14(9):16972-16993. https://doi.org/10.3390/s140916972
Chicago/Turabian StyleGuo, Wenzhong, Wei Hong, Bin Zhang, Yuzhong Chen, and Naixue Xiong. 2014. "Reliable Adaptive Data Aggregation Route Strategy for a Trade-off between Energy and Lifetime in WSNs" Sensors 14, no. 9: 16972-16993. https://doi.org/10.3390/s140916972
Find Other Styles
