Title :
Very Low Complexity Variable Resolution Filter Banks for Spectrum Sensing in Cognitive Radios Using Multi-Stage Coefficient Decimation
Author :
Lin, Mengda ; Vinod, A.P. ; See, Chong Meng Samson
Author_Institution :
Sch. of Comput. Eng., Nanyang Technol. Univ., Singapore, Singapore
Abstract :
Conventional filter bank-based spectrum sensing methods employ uniform discrete Fourier transform filter bank (DFTFB). In this paper, we propose a multi-stage coefficient decimation filter bank (MS-CDFB) that can provide variable sensing resolution for wideband spectrum sensing in cognitive radios. From an initial fixed-coefficient modal filter, a filter bank that has multiple passbands of different passband widths can be obtained using coefficient decimation. Design examples show that the multiplication complexity of the proposed MS-CDFB is about one-seventh of that of the DFTFB. Furthermore, MS-CDFB does not have the overhead of DFT computation that exist in DFTFB. The proposed very low complexity MS-CDFB offers better sensing accuracy compared to that of the DFTFB.
Keywords :
cognitive radio; computational complexity; discrete Fourier transforms; filtering theory; DFT computation; cognitive radios; initial fixed-coefficient modal filter; multiplication complexity; multistage coefficient decimation filter bank; uniform discrete Fourier transform filter bank; very low complexity variable resolution filter banks; wideband spectrum sensing; Cognitive radio; Discrete Fourier transforms; Electronic mail; Filter bank; Finite impulse response filter; Passband; Prototypes; Signal processing; Wideband; Wireless communication;
Conference_Titel :
Wireless Communications, Networking and Mobile Computing, 2009. WiCom '09. 5th International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-3692-7
Electronic_ISBN :
978-1-4244-3693-4
DOI :
10.1109/WICOM.2009.5301273