Microwave Linear Analog Computer (MiLAC) as Efficient Next-Generation Transceiver Toward 6G and Beyond
This talk introduces recent advances in development of next-generation transceivers that can improve hardware and energy efficiency as a next-generation, multi-functional transceiver architecture toward 6G.
Overview
A microwave linear analog computer (MiLAC) is a multiport microwave network of tunable linear components that, once configured, performs, at the speed of light, a linear transformation on the radio-frequency (RF) signals applied at its ports, realizing matrix-vector products and other linear operations directly in the analog domain. As a transceiver front end, a lossless reciprocal MiLAC matches the flexibility, and, for point-to-point multiple-input multiple-output (MIMO), the capacity, of fully digital beamforming while shrinking the active RF-chain count down to the data-stream count, among other benefits. This talk presents three recent advances in this direction: a unified multiuser multiple-input single-output (MISO) optimization framework for hardware-frugal stem-connected MiLAC-aided beamforming under ideal and quantized susceptances; a Cramér–Rao bound analysis revealing that two RF chains per target suffice for direction-of-arrival sensing with a MiLAC receiver; and a quantization-aware optimization of MiLAC-aided beamforming that markedly expands the spectral-efficiency–energy-efficiency frontier over digital and conventional hybrid baselines. Together, these results show that MiLAC holds the potential to simultaneously improve hardware and energy efficiency as a next-generation, multi-functional transceiver architecture toward 6G.
Presenters
Brief Biography
Yuchen Zhang (Member, IEEE) received the B.E. and Ph.D. degrees in communication engineering from the University of Electronic Science and Technology of China, Chengdu, China, in 2018 and 2024, respectively. In 2024, he joined the King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia, as a Post-Doctoral Researcher with Prof. Tareq Y. Al-Naffouri. In 2025, he was elevated to a Global Fellow under the KAUST Global Fellowship Program, holding academic visiting positions at the University of Toronto, Canada; the University of Luxembourg, Luxembourg; and Imperial College London, U.K. Dr. Zhang has served as a Technical Program Committee member for several IEEE flagship conferences, where he has also delivered tutorials and organized special sessions and workshops. He currently serves as an Editor for IEEE Communications Letters, having previously been recognized by the journal as an Exemplary Reviewer.