A deep learning framework for optimization of MISO downlink beamforming

W Xia, G Zheng, Y Zhu, J Zhang, J Wang… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
… ing framework for the optimization of downlink beamforming. In … -downlink duality and the
known structure of optimal solutions. Using this framework, we construct three beamforming

Exploiting known interference as green signal power for downlink beamforming optimization

C Masouros, G Zheng - IEEE Transactions on Signal …, 2015 - ieeexplore.ieee.org
optimizations, both of which provide insights of the optimal solution and facilitate the design
of a more efficient solver. Finally, we propose a robust beamforming … scale MISO downlink

Optimal energy-efficient transmit beamforming for multi-user MISO downlink

O Tervo, LN Tran, M Juntti - IEEE Transactions on Signal …, 2015 - ieeexplore.ieee.org
… This paper studies beamforming techniques for energy efficiency maximization (EEmax) in
… (MISO) downlink system. For this challenging nonconvex problem, we first derive an optimal

Iterative multiuser uplink and downlink beamforming under SINR constraints

M Schubert, H Boche - IEEE Transactions on Signal Processing, 2005 - ieeexplore.ieee.org
… , the computation of the optimal MMSE beamformers (3) is straightforward. Now, we derive
a throughput-wise optimal transmit strategy for the downlink with independent Gaussian …

Convex approximation techniques for joint multiuser downlink beamforming and admission control

E Matskani, ND Sidiropoulos, ZQ Luo… - IEEE Transactions on …, 2008 - ieeexplore.ieee.org
… provides a single stage optimization reformulation of the two-stage joint admission control
and optimum beamforming problem described in (6)– (11). One advantage of this single stage

Robust beamforming and phase shift design for IRS-enhanced multi-user MISO downlink communication

J Wang, YC Liang, S Han, Y Pei - ICC 2020-2020 IEEE …, 2020 - ieeexplore.ieee.org
… a convex optimization problem which can be efficiently solved using convex optimization
software … (P3), we are able to find the optimal beamforming vector with given phase shift vector. …

Solution of the multiuser downlink beamforming problem with individual SINR constraints

M Schubert, H Boche - IEEE transactions on vehicular …, 2004 - ieeexplore.ieee.org
… In this paper, we derive an analytical framework for joint downlink beamforming and power
control. Most of our analysis will focus on the optimization problem P1, which is the key to an …

Joint network optimization and downlink beamforming for CoMP transmissions using mixed integer conic programming

Y Cheng, M Pesavento, A Philipp - IEEE Transactions on Signal …, 2013 - ieeexplore.ieee.org
optimization. In contrast to the existing contributions [3]–[20], we propose in this paper a
systematic approach to find the optimal … topology optimization and downlink beamforming (JNOB)…

A Curriculum Learning Approach to Optimization with Application to Downlink Beamforming

J Johnston, XY Liu, S Wu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Downlink Beamforming In this paper, we consider three classes of optimization problems
arising from downlink beamforming, … configuration of amplitudes is called a beamformer. Each …

Joint beamforming and phase shift design in downlink UAV networks with IRS-assisted NOMA

S Jiao, F Fang, X Zhou, H Zhang - Journal of Communications …, 2020 - ieeexplore.ieee.org
optimize the location of IRS-UAV. Then we propose an iterative algorithm to optimize the
transmit beamforming and phase … , beamforming vectors and phase shift matrix are optimized to …