Title :
Sub-Nyquist 1 bit sampling system for sparse multiband signals
Author :
Ning Fu ; Liu Yang ; Jingchao Zhang
Author_Institution :
Dept. of Autom. Test & Control, Harbin Inst. of Technol., Harbin, China
Abstract :
Efficient sampling of wideband analog signals is a hard problem because their Nyquist rates may exceed the specifications of the analog-to-digital converters by magnitude. Modulated Wideband Converter (MWC) is a known method to sample sparse multiband signals below the Nyquist rate and the precision recovery relies on high precision quantization of samples which may take a great bit-budget. This paper proposes an alternative system that optimizes space utilization by applying comparator in sub-Nyquist sampling system. The system first multiplies the signal by a bank of periodic waveforms, and then it performs lowpass filtering, sampling and quantization through the comparator which just keeps the sign information. And we introduce a corresponding algorithm for perfect recovery. The primary design goals are efficient hardware implementation and low bit-budget. We compare our system with MWC to prove its advantages in condition of fixed bit-budget, particularly in low levels of input signal to noise ratio.
Keywords :
analogue-digital conversion; comparators (circuits); low-pass filters; quantisation (signal); signal sampling; MWC; Nyquist rates; analog-to-digital converters; comparator; fixed bit-budget condition; high precision sample quantization; input signal to noise ratio; low bit-budget; low-pass filtering; modulated wideband converter; periodic waveforms; sample sparse multiband signal method; sign information; space utilization; sub-Nyquist sampling system; wideband analog signal sampling; word length 1 bit; Compressed sensing; Matching pursuit algorithms; Noise; Quantization (signal); Robustness; Vectors; Wideband; 1 bit quantization; Compressive sensing; modulated wideband converter; sparse multiband signal; sub-Nyquist sampling;
Conference_Titel :
Signal Processing Conference (EUSIPCO), 2014 Proceedings of the 22nd European
Conference_Location :
Lisbon