Capacity analysis for pulse amplitude modulated visible light communications with dimming control
Summary
This study introduces a novel, capacity-approaching signaling method for pulse amplitude modulated (PAM) visible light communications. The new method improves performance over uniform signaling, aiding practical system design.
Area of Science:
- Optical Communications
- Signal Processing
- Information Theory
Background:
- Visible light communication (VLC) systems utilize pulse amplitude modulation (PAM).
- Achieving channel capacity in PAM-VLC is challenging under practical constraints like non-negativity and power limitations.
- Existing methods lack analytical expressions for optimal input distributions.
Purpose of the Study:
- To develop a capacity-approaching, nonuniform input distribution for PAM-VLC.
- To provide a computationally simple method for deriving this distribution.
- To guide practical system design in PAM-VLC.
Main Methods:
- Characterizing the input distribution by three parameters: intensities, probabilities, and number of mass points.
- Deriving a computationally simple, capacity-approaching input distribution.
- Evaluating performance through numerical simulations.
Main Results:
- A novel, capacity-approaching input distribution for PAM-VLC was derived.
- The derived distribution is computationally efficient and practical for system design.
- Numerical results show superior performance compared to uniform input distributions.
Conclusions:
- The proposed nonuniform signaling approach effectively approaches channel capacity in PAM-VLC.
- This method offers a practical tool for enhancing PAM-VLC system performance.
- The derived distribution provides a significant performance gain over conventional uniform distributions.
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