Project 34: Active Device Detection in MIMO Massive Access Communication
Contact Information:
Assoc. Prof. Yongpeng Wu
Email: yongpeng.wu@sjtu.edu.cn
Project Description and Objectives:
Massive access is an emerging technology that accommodates the number of users per transmission medium by possible orders of magnitude at a higher rate compared to the current state-of-the-art technologies. A typical application for massive access is a distributed sensor network that intelligently monitors and manages a large number of devices. Normally, the activation of these devices is intermittent, i.e., each device is periodically active based on a random pattern and constitutes a massive random-access scenario.
For massive random access, the receiver needs to decode the messages transmitted by these random active devices on each transmission. This project mainly focuses on how to design active device detection algorithms for MIMO massive access communication based on tools of compress sensing, estimation and detection theory, and matrix theory.
Eligibility Requirements:
Interested students should have basic knowledge of wireless communications and the matrix theory.
Main Tasks:
Finish a research report.
Submit a paper to a conference or a journal as a co-author.
Website:
School: www.seiee.sjtu.edu.cn/