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Space-time multichannel adaptive filtering scheme for VLC color cross-talk equalization.
Optics Express
|August 19, 2018
Summary
This study introduces a blind adaptive equalizer to mitigate interference in visible light communications using RGB LEDs. The equalizer addresses both intersymbol and spatial interference, improving data transmission reliability.
Area of Science:
- Optical Communications
- Signal Processing
Background:
- Visible light communication (VLC) systems face bandwidth limitations with traditional light-emitting diodes (LEDs).
- Red-green-blue (RGB) LEDs offer higher modulation bandwidth and enable spatial multiplexing for parallel data channels.
- RGB-tuned photodiodes (PDs) are used at the receiver, but suffer from color crosstalk, limiting spectral efficiency.
Purpose of the Study:
- To investigate spatial (color) interference in RGB LED-based VLC systems using amplitude shift keying (ASK) modulation.
- To develop and analyze a blind multichannel adaptive equalizer for mitigating intersymbol interference (ISI) and spatial interference.
- To evaluate the convergence and performance of the proposed adaptive algorithm.
Main Methods:
- Utilizing RGB LEDs as transmitters and RGB-tuned PDs as receivers.
- Implementing amplitude shift keying (ASK) modulation.
- Developing a blind multichannel adaptive equalizer to counteract both temporary ISI and spatial (color) ISI.
- Employing color filters to partially suppress spatial interference.
Main Results:
- The proposed blind multichannel adaptive equalizer effectively mitigates both intersymbol interference (ISI) and spatial (color) interference.
- Analysis of the adaptive algorithm's convergence properties was performed.
- Performance comparison with existing literature demonstrated the equalizer's efficacy.
Conclusions:
- A novel blind adaptive equalizer successfully addresses crosstalk in RGB LED-based VLC systems.
- The developed method enhances spectral efficiency by mitigating spatial interference.
- This approach offers a viable solution for improving the reliability of visible light communication systems.
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