Novel Active Sensing and Inference for mmWave Beam Alignment Using Single RF Chain Systems

RR Pote, BD Rao - arXiv preprint arXiv:2404.07604, 2024 - arxiv.org
We propose a novel sensing approach for the beam alignment problem in millimeter wave
systems using a single Radio Frequency (RF) chain. Conventionally, beam alignment using …

Efficient Off-Grid Bayesian Parameter Estimation for Kronecker-Structured Signals

Y He, G Joseph - arXiv preprint arXiv:2412.00310, 2024 - arxiv.org
This work studies the problem of jointly estimating unknown parameters from Kronecker-
structured multidimensional signals, which arises in applications like intelligent reflecting …

[图书][B] Efficient Techniques for Millimeter Wave Sensing and Beam Alignment, Sparse Recovery, and DoA Estimation

RR Pote - 2023 - search.proquest.com
Parametric and non-parametric measurement models provide means to more in-sights when
the amount of available data is limited. We focus on measurements from multi-sensor …