Dr. Peng Xiao, School of Marine Engineering and Technology, Sun Yat-sen University (Invitation talk)
Presentation title: 1-bit Compressive Sensing: Theory and Applications
Abstract:1-bit compressive sensing has been widely concerned in recent years. It reduces the complexity of system hardware modules by reducing quantization precision and is suitable for constructing and deploying the large-scale arrays and the distributed systems. However, how to recover or reconstruct the original signal with high accuracy using 1-bit data is still an open subject. This talk will introduce the the latest research results of the speaker for 1-bit compressive sensing and its applications in hydroacoustic area.
Personal profile: Xiao Peng is an Associate Professor with School of Marine Engineering and Technology, Sun Yat-sen University. He is also a master’s tutor, member of IEEE, and is recognized as Overseas High-Caliber Personnel (Level C) in Shenzhen. In 2011, he obtained his bachelor's degree from the Honor School of Northwestern Polytechnic University. In 2017, he obtained his PhD degree in underwater acoustic engineering from the school of Marine Science and Technology of Northwestern Polytechnic University. From December 2017 to December 2019, he was a postdoctoral researcher in the College of Information Engineering, Shenzhen University. From July 2019 to August 2020, he conducted postdoctoral research in the Vrije Universiteit Brussel, Belgium. His research fields include underwater acoustic modeling, signal processing theory and interpretable deep learning network. He has authored 30+ papers in the top-tier journals (e.g., IEEE Transactions on Signal Processing, Elsevier Signal Processing, etc) and in the international conferences (e.g., ICASSP, EUSIPCO, etc). He served as a reviewer for authoritative academic journals such as IEEE TAES, IEEE JOE, IEEE TIT, Elsevier SP, and chairperson of several international signal processing conferences such as the International Radar Conference. He has undertaken a project of National Natural Science Foundation of China and participated in a number of national and provincial key projects. |
