Design Techniques for Robust Analog Signal Acquisition.

摘要

The random demodulator architecture is a compressive sensing based receiver that allows the reconstruction of frequency-sparse signals from measurements acquired at a rate below the signal's Nyquist rate. This in turn results in tremendous power savings in receivers because of the direct correlation between the power consumption of analog-to-digital converters (ADCs) in communication receivers and the sampling rate at which these ADCs operate. In this thesis, we propose design techniques for a robust and efficient random demodulator. We tackle two critical components that are most critical, the resetting mechanism of the integrator and the random sequence. On the one hand, the resetting mechanism can pose challenges in practical settings that can degrade the performance of the random demodulator. We propose practical approaches to mitigate the effect of resetting and propose resetting schemes that provide robust performance. On the other hand, the random sequence is a central part in the system and the properties of this sequence directly affect the properties of the whole system. We study the performance of the random demodulator under many practical random sequences such as maximal length sequences and Kasami sequences and provide pros and cons of using each in the random demodulator.