Title :
Immune-Based Data Fusion Mechanism in Wireless Sensor Network
Author :
Zhang Nan ; Zhang Jian-hua
Author_Institution :
Sch. of Comput. Sci. & tech, Southwest Univ. for Nat., Chengdu
Abstract :
To reduce the transmissions among sensor nodes and prolong the lifecycle of the wireless sensor network, a data fusion mechanism based on immune was put forward. The self-study and self-adaptation characters of artificial immune system were used to bring an immune fusion algorithm forward. In the algorithm, the immune anti-redundancy, immune selection and immune memory were used to ensure high reliability and low redundancy. The experiments show that the mechanism can reduce the energy consumption effectively, and has preferable common use character.
Keywords :
artificial immune systems; sensor fusion; telecommunication network reliability; telecommunication traffic; wireless sensor networks; artificial immune system; immune based data fusion mechanism; immune memory; network lifecycle; network redundancy; network reliability; sensor node; wireless sensor network; Artificial immune systems; Bandwidth; Computer science; Costs; Energy consumption; Fuses; Immune system; Redundancy; Sensor fusion; Wireless sensor networks;
Conference_Titel :
Intelligent Systems and Applications, 2009. ISA 2009. International Workshop on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-3893-8
Electronic_ISBN :
978-1-4244-3894-5
DOI :
10.1109/IWISA.2009.5072904