3 papers
stat.ML2026
Deeply unrolled alternating projections for phase retrieval
Jiayi Yao, Vasileios Charisopoulos, Rebecca Willett
Deep unrolling methods for inverse problems augment traditional reconstruction algorithms with learned priors to improve their performance. These methods have been developed under…
cs.IT2025
Optimal Beamforming for Integrated Sensing and Communication Exploiting Prior Distribution Information: How Many Beams are Needed?
Jiayi Yao, Shuowen Zhang
This paper studies a multi-target multi-user integrated sensing and communication (ISAC) system where a multi-antenna base station (BS) communicates with multiple single-antenna us…
cs.IT2024
Optimal Transmit Signal Design for Multi-Target MIMO Sensing Exploiting Prior Information
Jiayi Yao, Shuowen Zhang
In this paper, we study the transmit signal optimization in a multiple-input multiple-output (MIMO) radar system for sensing the angle information of multiple targets via their ref…