Signal Reconstruction from Dithered Quantization
科研大讨论系列报告
报告题目(Title):Signal Reconstruction from Dithered Quantization
报告人(Speaker):Michael K. Ng(Hong Kong Baptist University)
地点(Place):后主楼 1124
时间(Time):2024年9月6日 15:00-16:00
邀请人(Inviter):王发强
报告摘要
In recent years, the recovery of low-complexity signals (e.g., sparse signals, low rank matrices) has been extensively studied and analyzed, which can be applied to many imaging science applications. In this talk, we discuss several variants of the recovery problems including phase-only measurements, dithered one-bit quantization, and quantized corrupted sensing. We provide theoretical insight to formulate a scientific basis for solving such signal recovery problems. Numerical examples are also given to demonstrate the usefulness of these results.