In intelligent sensing fields such as radar, machine vision and medical imaging, the critical information used for decision-making is often sparse. For example, a monosyllabic waveform requires thousands of sampling points, but contains only a few bits of information.
A photonic feature extractor for broadband radio-frequency signals
