Title :
The performance of multichannel random demodulator for multiband signals
Author :
Naping Li ; Hui Qian
Author_Institution :
Dept. of Phys. & Inf. Eng., Fuzhou Univ., Fuzhou, China
Abstract :
This paper propose multichannel random demodulator (MCRD) system, which is block structured sparsity based of multiband signals. It is a kind of compressive sampling system. Each channel of the system firstly multiplies analog signal by a band of random sequence, the product is put into integrator and sampled at a low rate. ADC of this system only need to generate one sample which greatly reduce ADC design complexity. Perfect recovery from the proposed samples is achieved by processing all measurements jointly with orthogonal matching pursuit (OMP) algorithm. The simulation analyzes the compression rate, the number of effective sub-carriers and conversion rate of pseudorandom number generator impact on this system. The results show that MCRD system ensure perfect reconstruction performance for multiband signal that is sampled below the Nyquist rate. Specially, conversion rate impact on system performance would be greatly for higher sampling rate, select the appropriate conversion rates can improve the system performac-e while reducing system complexity.
Keywords :
demodulation; demodulators; random number generation; random sequences; signal reconstruction; signal sampling; MCRD; Nyquist rate; OMP; block structured sparsity; compression rate; compressive sampling system; conversion rate; multiband signals; multichannel random demodulator; orthogonal matching pursuit; pseudorandom number generator; random sequence; reconstruction performance; Bandwidth; Bit error rate; Complexity theory; Demodulation; Matching pursuit algorithms; OFDM; Signal to noise ratio; OMP; block-structured sparsity; multiband; multichannel; random demodulator;
Conference_Titel :
Signal Processing, Communication and Computing (ICSPCC), 2013 IEEE International Conference on
Conference_Location :
KunMing
DOI :
10.1109/ICSPCC.2013.6663991