Title :
Design of universal multicoset sampling patterns for compressed sensing of multiband sparse signals
Author :
Domínguez-Jiménez, M.E. ; González-Prelcic, N. ; Vazquez-Vilar, G. ; Lopez-Valcarce, Roberto
Author_Institution :
E.T.S.I. Ind., UPM, Madrid, Spain
Abstract :
Many problems in digital communications involve wideband radio signals. As the most recent example, the impressive advances in Cognitive Radio systems make even more necessary the development of sampling schemes for wideband radio signals with spectral holes. This is equivalent to considering a sparse multiband signal in the framework of Compressive Sampling theory. Starting from previous results on multicoset sampling and recent advances in compressive sampling, we analyze the matrix involved in the corresponding reconstruction equation and define a new method for the design of universal multicoset codes, that is, codes guaranteeing perfect reconstruction of the sparse multiband signal.
Keywords :
codes; cognitive radio; compressed sensing; digital communication; matrix algebra; signal reconstruction; signal sampling; cognitive radio systems; compressed sensing theory; compressive sampling; digital communications; multiband sparse signals; reconstruction equation; sparse multiband signal reconstruction; spectral holes; universal multicoset code design; universal multicoset sampling pattern design; wideband radio signal sampling scheme; Cognitive radio; Compressed sensing; Design methodology; Estimation; Hardware; Signal to noise ratio; Wideband; Multicoset sampling; TI-ADC; compressive sampling; multiband sparse signal; universal pattern;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2012 IEEE International Conference on
Conference_Location :
Kyoto
Print_ISBN :
978-1-4673-0045-2
Electronic_ISBN :
1520-6149
DOI :
10.1109/ICASSP.2012.6288630