Over-the-Air Computation for 6G: Foundations, Technologies, and Applications

Z Wang, Y Zhao, Y Zhou, Y Shi, C Jiang… - IEEE Internet of …, 2024 - ieeexplore.ieee.org
The rapid advancement of artificial intelligence technologies has given rise to diversified
intelligent services, which place unprecedented demands on massive connectivity and …

An introduction to convex optimization for communications and signal processing

ZQ Luo, W Yu - IEEE Journal on selected areas in …, 2006 - ieeexplore.ieee.org
Convex optimization methods are widely used in the design and analysis of communication
systems and signal processing algorithms. This tutorial surveys some of recent progress in …

Intelligent reflecting surface enabled sensing: Cramér-Rao bound optimization

X Song, J Xu, F Liu, TX Han… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
This article investigates intelligent reflecting surface (IRS) enabled non-line-of-sight (NLoS)
wireless sensing, in which an IRS is deployed to assist an access point (AP) to sense a …

Twenty-five years of advances in beamforming: From convex and nonconvex optimization to learning techniques

AM Elbir, KV Mishra, SA Vorobyov… - IEEE Signal Processing …, 2023 - ieeexplore.ieee.org
Beamforming is a signal processing technique to steer, shape, and focus an electromagnetic
(EM) wave using an array of sensors toward a desired direction. It has been used in many …

A consolidated perspective on multimicrophone speech enhancement and source separation

S Gannot, E Vincent… - … /ACM Transactions on …, 2017 - ieeexplore.ieee.org
Speech enhancement and separation are core problems in audio signal processing, with
commercial applications in devices as diverse as mobile phones, conference call systems …

A robust and efficient algorithm for coprime array adaptive beamforming

C Zhou, Y Gu, S He, Z Shi - IEEE Transactions on Vehicular …, 2017 - ieeexplore.ieee.org
Coprime array offers a larger array aperture than uniform linear array with the same number
of physical sensors, and has a better spatial resolution with increased degrees of freedom …

Robust adaptive beamforming based on interference covariance matrix reconstruction and steering vector estimation

Y Gu, A Leshem - IEEE Transactions on Signal Processing, 2012 - ieeexplore.ieee.org
Adaptive beamformers are sensitive to model mismatch, especially when the desired signal
is present in training snapshots or when the training is done using data samples. In contrast …

On robust Capon beamforming and diagonal loading

J Li, P Stoica, Z Wang - IEEE transactions on signal processing, 2003 - ieeexplore.ieee.org
The Capon (1969) beamformer has better resolution and much better interference rejection
capability than the standard (data-independent) beamformer, provided that the array …

Transmit beamforming for physical-layer multicasting

ND Sidiropoulos, TN Davidson… - IEEE transactions on …, 2006 - ieeexplore.ieee.org
This paper considers the problem of downlink transmit beamforming for wireless
transmission and downstream precoding for digital subscriber wireline transmission, in the …

Convex optimization-based beamforming

AB Gershman, ND Sidiropoulos… - IEEE Signal …, 2010 - ieeexplore.ieee.org
In this article, an overview of advanced convex optimization approaches to-multisensor
beamforming is presented, and connections are drawn between different types of …