Tightness of a new and enhanced semidefinite relaxation for MIMO detection

C Lu, YF Liu, WQ Zhang, S Zhang - SIAM Journal on Optimization, 2019 - SIAM
In this paper, we consider a fundamental problem in modern digital communications known
as multiple-input multiple-output (MIMO) detection, which can be formulated as a complex …

An enhanced SDR based global algorithm for nonconvex complex quadratic programs with signal processing applications

C Lu, YF Liu, J Zhou - IEEE Open Journal of Signal Processing, 2020 - ieeexplore.ieee.org
In this paper, we consider a class of nonconvex complex quadratic programming (CQP)
problems, which find a broad spectrum of signal processing applications. By using the polar …

An efficient quadratic programming relaxation based algorithm for large-scale MIMO detection

PF Zhao, QN Li, WK Chen, YF Liu - SIAM Journal on Optimization, 2021 - SIAM
Multiple-input multiple-output (MIMO) detection is a fundamental problem in wireless
communications and it is strongly NP-hard in general. Massive MIMO has been recognized …

An effective array beamforming scheme based on branch-and-bound algorithm

X Ye, L Li, H Wang, S Tao - Journal of Systems Engineering …, 2022 - ieeexplore.ieee.org
In this paper, we propose an effective full array and sparse array adaptive beamforming
scheme that can be applied for multiple desired signals based on the branch-and-bound …

无线通信系统设计中的两个优化问题和相关优化方法

刘亚锋 - 运筹学学报, 2019 - ort.shu.edu.cn
无线通信系统设计中的许多问题可建模为优化问题. 一方面, 这些优化问题常常具有高度的非
线性性, 一般情况下难于求解; 另一方面, 它们又有自身的特殊结构, 例如隐含的凸性, 可分性等 …

[PDF][PDF] Two optimization problems in wireless communication system design and related optimization methods

LIU Yafeng - Operations Research, 2019 - lsec.cc.ac.cn
Many problems arising from wireless communication system design can be formulated as
optimization problems. On the one hand, these optimization problems are often non-convex …

[PDF][PDF] AN EFFICIENT SPARSE QUADRATIC PROGRAMMING RELAXATION BASED ALGORITHM FOR LARGE-SCALE MIMO DETECTION

PFAN ZHAO, QNA LI, W CHEN… - arXiv preprint arXiv …, 2020 - researchgate.net
Multiple-input multiple-output (MIMO) detection is a fundamental problem in wireless
communications and it is strongly NP-hard in general. Massive MIMO has been recognized …