Abstract:
Embodiments of the present invention provide a device and a method for converting analog information, which achieve sufficient information spread of a sparse signal with a filter of relative low order and reduce hardware complexity, and which is not only applicable to processing of time domain sparse signals, but also applicable to processing of frequency domain signals. The method includes: multiplying an analog sparse signal with a random sequence to obtain a randomized analog sparse signal; performing IIR filtering to the randomized analog sparse signal to obtain an information spread random analog sparse signal; reducing a frequency of the information spread random sparse signal to obtain a frequency-reduced random analog sparse signal; and sampling the frequency-reduced random analog sparse signal with a low sampling rate to obtain a compressed sampled signal.
Abstract:
The present invention relates to a compressive sensing-based signal processing method and apparatus. The method includes: determining distribution, of signal components of an input signal on which frequency mixing has been performed, in a baseband spectrum according to spectral distribution of the input signal; dividing the baseband spectrum according to different signal aliasing patterns formed by the distribution of the signal components, to form multiple frequency bands; determining lowest sampling frequency of the input signal according to the signal aliasing patterns in the frequency bands, and performing sampling on the input signal at sampling frequency greater than the lowest sampling frequency, to obtain a sampled signal; and separately restoring a corresponding signal component in each frequency band of the multiple frequency bands according to the sampled signal, and splicing the signal components restored in the frequency bands, to complete restoration of the input signal.
Abstract:
Embodiments of the present invention provide a signal processing method and a base station. By using respective sparse characteristics of a user signal and an interference signal, the user signal and the interference signal are iteratively recovered, that is, the interference signal is first fastened, and the user signal is recovered; and then the user signal is fastened, and the interference signal is recovered. In this way, an iteration cycle is repeated until the recovered user signal and the recovered interference signal meet a preset condition, thereby effectively improving interference cancellation performance, achieving relatively good interference suppression.