Mechanism of Immune System Based Multipath Fault Tolerant Routing Algorithm for Wireless Sensor Networks
Author(s) -
Hongbing Li,
Qingyu Xiong,
Weiren Shi,
Liwan Chen,
Xin Shi,
Qiang Chen
Publication year - 2013
Publication title -
international journal of distributed sensor networks
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.324
H-Index - 53
eISSN - 1550-1477
pISSN - 1550-1329
DOI - 10.1155/2013/514182
Subject(s) - computer science , wireless sensor network , cluster analysis , fault tolerance , multipath routing , multipath propagation , network packet , algorithm , computer network , distributed computing , routing protocol , wireless routing protocol , channel (broadcasting) , artificial intelligence
It is significant to improve fault tolerance and transmission reliability for improving the overall performance of wireless sensor networks. Related studies on this issue become the hotspot at present. For issues that nodes fault or link quality can affect the transmission stability and reliability of the network, mechanism of immune system based multipath fault tolerant routing algorithm is presented for wireless sensor networks. Firstly, mechanism of immune system is adopted to establish the hierarchical clustering topology with superior performance of clustering compactness. Then nodes' comprehensive measurement (CM) values are calculated and the contour lines are established among cluster heads according to nodes gradient. Mechanism of immune system is applied to do the variation on the initial antibody population, namely, the multiple disjoint paths, to establish the final optimal transmission paths. Mathematical model is established to do the theoretical analysis on the performance of the algorithm. Through the simulation on the packet receiving rate, accuracy rate, and energy efficiency, the algorithm improves the transmission reliability, energy efficiency of the network, and shows superior performance of fault tolerance. © 2013 Hongbing Li et al.
Accelerating Research
Robert Robinson Avenue,
Oxford Science Park, Oxford
OX4 4GP, United Kingdom
Address
John Eccles HouseRobert Robinson Avenue,
Oxford Science Park, Oxford
OX4 4GP, United Kingdom