Title :
A multi-resolution filter bank and fuzzy logic based channel edge detector for military wideband radio receivers
Author :
Sumedh, D. ; Smitha, K.G. ; Vinod, A.P.
Author_Institution :
Sch. of Comput. Eng., Nanyang Technol. Univ., Singapore, Singapore
Abstract :
In a typical multi-standard military radio receiver, the radio channels (frequency bands) of interest have time varying bandwidth and locations in the wideband signal. Thus the receiver needs to detect the desired channels from the wideband input signal, which involves determining bandwidths of the channels and their locations (center frequencies) within the wideband signal. In this paper we propose a multi-resolution filter bank based spectrum sensor and a fuzzy logic based algorithm for channel edge detection in the wideband signal. For the same sensing resolution, the proposed edge detector has low complexity compared to other methods available in literature. The error in channel edge detection is reduced using fuzzy logic based algorithm. Simulation results show that our method offers an average channel edge detection accuracy of 99%.
Keywords :
broadband networks; channel bank filters; edge detection; fuzzy logic; military communication; radio receivers; wireless channels; channel edge detection; filter bank based spectrum sensor; fuzzy logic based algorithm; fuzzy logic based channel edge detector; military wideband radio receivers; multi-resolution filter bank; multi-standard military radio receiver; radio channels; wideband signal; Complexity theory; Filter banks; Fuzzy logic; Image edge detection; Sensors; Wideband; edge detection; military radio; multi-resolution filter bank;
Conference_Titel :
Signal Processing, Communication and Computing (ICSPCC), 2012 IEEE International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4673-2192-1
DOI :
10.1109/ICSPCC.2012.6335658