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author:

Guo, Wenzhong (Guo, Wenzhong.) [1] (Scholars:郭文忠) | Hong, Wei (Hong, Wei.) [2] | Zhang, Bin (Zhang, Bin.) [3] | Chen, Yuzhong (Chen, Yuzhong.) [4] (Scholars:陈羽中) | Xiong, Naixue (Xiong, Naixue.) [5]

Indexed by:

EI Scopus SCIE

Abstract:

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.

Keyword:

data aggregation data gathering mobile security particle swarm optimization route wireless sensor networks

Community:

  • [ 1 ] [Guo, Wenzhong]Fuzhou Univ, Coll Math & Comp Sci, Fuzhou 350116, Peoples R China
  • [ 2 ] [Hong, Wei]Fuzhou Univ, Coll Math & Comp Sci, Fuzhou 350116, Peoples R China
  • [ 3 ] [Zhang, Bin]Fuzhou Univ, Coll Math & Comp Sci, Fuzhou 350116, Peoples R China
  • [ 4 ] [Chen, Yuzhong]Fuzhou Univ, Coll Math & Comp Sci, Fuzhou 350116, Peoples R China
  • [ 5 ] [Guo, Wenzhong]Fuzhou Univ, Fujian Prov Key Lab Networking Comp & Intelligent, Fuzhou 350116, Peoples R China
  • [ 6 ] [Chen, Yuzhong]Fuzhou Univ, Fujian Prov Key Lab Networking Comp & Intelligent, Fuzhou 350116, Peoples R China
  • [ 7 ] [Xiong, Naixue]Colorado Tech Univ, Sch Comp Sci, Colorado Springs, CO 80907 USA

Reprint 's Address:

  • 陈羽中

    [Chen, Yuzhong]Fuzhou Univ, Coll Math & Comp Sci, Fuzhou 350116, Peoples R China

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Source :

SENSORS

ISSN: 1424-8220

Year: 2014

Issue: 9

Volume: 14

Page: 16972-16993

2 . 2 4 5

JCR@2014

3 . 4 0 0

JCR@2023

ESI Discipline: CHEMISTRY;

ESI HC Threshold:268

JCR Journal Grade:1

CAS Journal Grade:2

Cited Count:

WoS CC Cited Count: 8

SCOPUS Cited Count: 11

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

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