The impact of ADC nonlinearity in a mixed-signal compressive sensing system for frequency-domain sparse signals

Autor: Sebastian Hoyos, Brian M. Sadler, Mario A. Ramirez, Jun Zhou, Zhuizhuan Yu
Rok vydání: 2012
Předmět:
Zdroj: Physical Communication. 5:196-207
ISSN: 1874-4907
DOI: 10.1016/j.phycom.2011.10.007
Popis: Compressive sensing (CS) holds new promises for the digitization of wideband frequency-domain sparse signals at sub-Nyquist rate sampling without compromising the reconstruction quality. In this paper, the impact of ADC nonlinearity in a CS receiver for frequency-domain sparse signals is investigated. In a mixed-signal CS system, signals are randomized before sampling. The signal spectrum at each building block in the mixed-signal CS system is analyzed and compared to a conventional Nyquist-rate sampling system. It is shown that the signal randomization in a mixed-signal CS system is able to spread the spurious energy due to ADC nonlinearity along the signal bandwidth, rather than the concentration of harmonic distortion on a few frequencies as it is the case for a conventional ADC. As a result, this paper shows that a significant ADC SFDR (Spurious Free Dynamic Range) improvement is achieved in a CS receiver when processing sparse signals. Simulation results are reported which are in good agreement with the qualitative analysis.
Databáze: OpenAIRE