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Quasi-light Storage for Optical Data Packets
Published on: February 6, 2014
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Joint design of ordered QR precoding and SIC detection for MIMO VLC systems
Optics Express
|December 23, 2022
Summary
A new OQR-SIC method reduces complexity in MIMO VLC systems by optimizing channel matrices and power allocation. This technique enhances signal detection and data rates for improved performance.
Area of Science:
- Electrical Engineering
- Optical Communications
- Signal Processing
Background:
- Multiple-Input Multiple-Output (MIMO) systems in Visible Light Communication (VLC) face challenges with high spatial correlation.
- Existing Ordered Successive Interference Cancellation (OSIC) schemes for MIMO VLC exhibit high computational complexity due to repeated reordering and matrix inversions.
Purpose of the Study:
- To propose a joint design of ordered QR decomposition precoding and Successive Interference Cancellation (SIC) detection (OQR-SIC) for MIMO VLC systems.
- To reduce detection complexity and mitigate spatial correlation issues in MIMO VLC systems.
- To optimize system data rate through channel matrix ordering and power allocation under practical constraints.
Main Methods:
- Developed an OQR-SIC scheme utilizing QR decomposition to obtain an upper triangular matrix for sequential symbol detection without reordering or matrix inversion.
- Optimized the ordering of channel matrix columns prior to QR decomposition.
- Implemented power allocation strategies considering dimming control, total electrical power, and reliable SIC detection.
Main Results:
- The OQR-SIC scheme successfully reduces detection complexity compared to conventional QR-SIC.
- Achieved significant signal-to-noise ratio (SNR) gains: 2 dB for 4x4 and 9.8 dB for 9x9 MIMO VLC systems at a bit error rate (BER) of 10^-3.
- Demonstrated improved system data rates through optimized precoding and power allocation.
Conclusions:
- The proposed OQR-SIC offers a computationally efficient and high-performance solution for MIMO VLC systems.
- This joint precoding and detection design effectively addresses spatial correlation and enhances SNR.
- The optimization of channel ordering and power allocation further boosts system data rates under realistic operational constraints.
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