Thanks to the recent advances in processing speed, data acquisition and storage, machine learning (ML) is penetrating every facet of our lives, and transforming research in many …
This paper considers the design of optimal resource allocation policies in wireless communication systems, which are generically modeled as a functional optimization …
In this article, an overview of advanced convex optimization approaches to-multisensor beamforming is presented, and connections are drawn between different types of …
A Ribeiro - EURASIP Journal on Wireless Communications and …, 2012 - Springer
Optimal design of wireless systems in the presence of fading involves the instantaneous allocation of resources such as power and frequency with the ultimate goal of maximizing …
Z Xiang, M Tao, X Wang - IEEE Transactions on Wireless …, 2012 - ieeexplore.ieee.org
We study physical layer multicasting in multicell networks where each base station, equipped with multiple antennas, transmits a common message using a single beamformer …
A Ribeiro - IEEE Transactions on Signal Processing, 2010 - ieeexplore.ieee.org
Ergodic stochastic optimization (ESO) algorithms are proposed to solve resource allocation problems that involve a random state and where optimality criteria are expressed in terms of …
MM Zhao, A Liu, R Zhang - IEEE Transactions on Signal …, 2021 - ieeexplore.ieee.org
In intelligent reflecting surface (IRS) aided wireless communication systems, channel state information (CSI) is crucial to achieve its promising passive beamforming gains. However …
J Dai, G Yue, S Mao, D Liu - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
Mobile/wireless virtual reality (VR) services, especially immersive 360° VR videos, have advanced unprecedentedly in recent years. However, the high bandwidth requirement of VR …
Acquiring channel state information (CSI) at the base station (BS) is a critical requirement for successfully employing transmit beamforming in multiantenna systems. In practice, channel …