Matrix-Monotonic Optimization - Part I: Single-Variable Optimization

Matrix-monotonic optimization exploits the monotonic nature of positive semi-definite matrices to derive optimal diagonalizable structures for the matrix variables of matrix-variable optimization problems. Based on the optimal structures derived, the associated optimization problems can be substanti...

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Bibliographic Details
Published in:IEEE transactions on signal processing 2021, Vol.69, p.738-754
Main Authors: Xing, Chengwen, Wang, Shuai, Chen, Sheng, Ma, Shaodan, Poor, H. Vincent, Hanzo, Lajos
Format: Article
Language:English
Subjects:
Channel estimation
majorization theory
Mathematical analysis
Matrix methods
Matrix-monotonic optimization
Measurement
MIMO
optimal structures
Optimization
Performance measurement
Receivers
transceiver optimization
Transceivers
Transmitters
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