DocumentCode :
3104040
Title :
Jamming detection at base station using fuzzy c-means algorithm
Author :
Jahanshahi, Javad Afshar ; Ghorashi, Seyed Ali ; Sadreazami, Hamidreza
Author_Institution :
Dept. of Electr. Eng., Shahid Beheshti Univ. G.C., Tehran, Iran
fYear :
2011
fDate :
23-24 Feb. 2011
Firstpage :
40
Lastpage :
44
Abstract :
In this paper, a fuzzy c-means algorithm is proposed for jamming detection at the base station in cellular networks. The jamming detection process itself uses an improved LCR based Doppler shift estimation algorithm by using only inherent information which is available in common receivers without any excessive hardware requirements. The estimation of channel Doppler shift at base station in cellular networks helps base stations in channel estimation, which effectively improves jamming detection performance. The performance of the proposed algorithm in a TETRA network is modeled and simulation shows acceptable results in a wide range of user terminal velocities.
Keywords :
cellular radio; channel estimation; jamming; Doppler shift estimation algorithm; TETRA network; base station; cellular networks; channel Doppler shift estimation; channel estimation; fuzzy c-means algorithm; jamming detection; Base stations; Clustering algorithms; Detection algorithms; Doppler shift; Estimation; Jamming; Synchronization; Doppler shift; Jamming detection; TETRA (Terrestrial Trunked Radio);
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Networks and Distributed Systems (CNDS), 2011 International Symposium on
Conference_Location :
Tehran
Print_ISBN :
978-1-4244-9153-7
Type :
conf
DOI :
10.1109/CNDS.2011.5764582
Filename :
5764582
Link To Document :
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