An Electromagnetism Signal Monitoring Algorithm Applicable for Noisy Environment Based on Immune Danger Theory
Abstract：When Artificial Immune System（AIS） is used in electromagnetism signal monitoring,there exists amount of false alarm of system due to remained noise,an electromagnetism signal monitoring algorithm applicable for noisy environment is presented in this paper.By introducing immune danger theory,the algorithm filters the noise from signal space with immune danger area,which can reduce the influence of remained noise.The model has been tested by real wireless signal monitoring data,and its results show that the algorithm can decrease the false-alarm probability apparently.
Keywords：electromagnetism signal monitoringartificial immune systemimmune danger theorynoisy environment
Publication Date：2011-01-01
Online Publishing Date：2025-08-15(First online date of this platform, not the publication date of the document)
Pages：5( 60-64 )