Design of Hybrid Precoder for mm-Wave MIMO System Based on Generalized Triangular Decomposition Method

Hybrid precoding techniques are lately involved a lot of interest for millimeter-wave (mmWave) massive MIMO systems is due to the cost and power consumption advantages they provide. However, existing hybrid precoding based on the singular value decomposition (SVD) necessitates a difficult bit alloca...

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Vydáno v:International Journal of Electronics and Telecommunications Ročník 68; číslo 3; s. 519 - 525
Hlavní autoři: Thurpati, Sammaiah, Muthuchidambaranathan, P.
Médium: Journal Article
Jazyk:angličtina
Vydáno: Warsaw Polish Academy of Sciences 01.01.2022
Témata:
Algorithms
Complexity
Decomposition
gtd
hybrid precoding
massive mimo
Millimeter waves
millimeter-wave (mmwave)
MIMO communication
Power consumption
Signal to noise ratio
Singular value decomposition
svd
ISSN:2300-1933, 2081-8491, 2300-1933
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Abstract Hybrid precoding techniques are lately involved a lot of interest for millimeter-wave (mmWave) massive MIMO systems is due to the cost and power consumption advantages they provide. However, existing hybrid precoding based on the singular value decomposition (SVD) necessitates a difficult bit allocation to fit the varying signal-to-noise ratios (SNRs) of altered sub-channels. In this paper, we propose a generalized triangular decomposition (GTD)-based hybrid precoding to avoid the complicated bit allocation. The development of analog and digital precoders is the reason for the high level of design complexity in analog precoder architecture, which is based on the OMP algorithm, is very non-convex, and so has a high level of complexity. As a result, we suggest using the GTD method to construct hybrid precoding for mmWave mMIMO systems. Simulated studies as various system configurations are used to examine the proposed design. In addition, the archived findings are compared to a hybrid precoding approach in the classic OMP algorithm. The proposed Matrix Decomposition’s simulation results of signal-to-noise ratio vs spectral efficiencies.
AbstractList Hybrid precoding techniques are lately involved a lot of interest for millimeter-wave (mmWave) massive MIMO systems is due to the cost and power consumption advantages they provide. However, existing hybrid precoding based on the singular value decomposition (SVD) necessitates a difficult bit allocation to fit the varying signal-to-noise ratios (SNRs) of altered sub-channels. In this paper, we propose a generalized triangular decomposition (GTD)-based hybrid precoding to avoid the complicated bit allocation. The development of analog and digital precoders is the reason for the high level of design complexity in analog precoder architecture, which is based on the OMP algorithm, is very non-convex, and so has a high level of complexity. As a result, we suggest using the GTD method to construct hybrid precoding for mmWave mMIMO systems. Simulated studies as various system configurations are used to examine the proposed design. In addition, the archived findings are compared to a hybrid precoding approach in the classic OMP algorithm. The proposed Matrix Decomposition’s simulation results of signal-to-noise ratio vs spectral efficiencies.
Author Muthuchidambaranathan, P.
Thurpati, Sammaiah
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  organization: Department of Electronics and Communication Engineering, National Institute of Technology, Tiruchirappalli, India
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StartPage 519
SubjectTerms Algorithms
Complexity
Decomposition
gtd
hybrid precoding
massive mimo
Millimeter waves
millimeter-wave (mmwave)
MIMO communication
Power consumption
Signal to noise ratio
Singular value decomposition
svd
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Title Design of Hybrid Precoder for mm-Wave MIMO System Based on Generalized Triangular Decomposition Method
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