Error-Rate Improvement via SVD-Based Reduced-Stream Transmission for MIMO and Large-Scale MIMO Systems

In this paper, we propose and discuss a new spatial-multiplexing scheme designed to better exploit the potential of multiple-input multiple-output (MIMO) channels for improved error- rate performance. Specifically, we utilize singular value decomposition (SVD) to select only the “good“ parts of the channel for transmission. The modulation order is increased to maintain the same transmission rate and ensure a fair compari-son. Our findings are then extended to large-scale MIMO systems, where both the precoder and detector are constructed using the hybrid analog/digital architecture to reduce the implementation complexity. Simulation results demonstrate that, given a specific transmission rate, our proposed methods generally outperform conventional spatial-multiplexing approaches regarding the over-all error-rate performance.

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Published
2025-03-29
DOI
https://doi.org/10.1109/icct-pacific63901.2025.11012802
Primary Topic
Advanced MIMO Systems Optimization
Type
article
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article

Error-Rate Improvement via SVD-Based Reduced-Stream Transmission for MIMO and Large-Scale MIMO Systems

Yinman Lee
Advanced MIMO Systems Optimization
article

Error-Rate Improvement via SVD-Based Reduced-Stream Transmission for MIMO and Large-Scale MIMO Systems

Yinman Lee
article en

Abstract

In this paper, we propose and discuss a new spatial-multiplexing scheme designed to better exploit the potential of multiple-input multiple-output (MIMO) channels for improved error- rate performance. Specifically, we utilize singular value decomposition (SVD) to select only the “good“ parts of the channel for transmission. The modulation order is increased to maintain the same transmission rate and ensure a fair compari-son. Our findings are then extended to large-scale MIMO systems, where both the precoder and detector are constructed using the hybrid analog/digital architecture to reduce the implementation complexity. Simulation results demonstrate that, given a specific transmission rate, our proposed methods generally outperform conventional spatial-multiplexing approaches regarding the over-all error-rate performance.

National Chi Nan University (TW)
Affordable and clean energy
Openalex Percentile: Top 90%
Advanced MIMO Systems Optimization
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Error-Rate Improvement via SVD-Based Reduced-Stream Transmission for MIMO and Large-Scale MIMO Systems — Yinman Lee · (2025) | TGRS Research Map | TGRS