Optimization strategy of power control for C+L+S band transmission using a simulated annealing algorithm
Optics Express
|February 24, 2022
Summary
This study introduces a simulated annealing (SA) algorithm to optimize power distribution in ultra-wideband wavelength-division multiplexing (UWB WDM) systems. The SA algorithm efficiently manages inter-channel stimulated Raman scattering (ISRS) to enhance transmission capacity and signal quality.
Area of Science:
- Optical Communications
- Signal Processing
- Computational Optimization
Background:
- Ultra-wideband wavelength-division multiplexing (UWB WDM) systems aim to increase transmission capacity by expanding the spectral range.
- Inter-channel stimulated Raman scattering (ISRS) in wideband scenarios causes power transfer from high-frequency to low-frequency channels, degrading signal quality (Q-factor).
Purpose of the Study:
- To develop an optimized power control method for UWB WDM systems to mitigate ISRS effects.
- To enhance transmission capacity and spectral flatness in UWB WDM systems.
Main Methods:
- Modified power control optimization using the simulated annealing (SA) algorithm.
- Searching for optimal power slopes and offsets across three bands (C+L+S) for 384 channels.
- Consideration of dynamic Raman gain and channel-dependent parameters.
Main Results:
- The SA algorithm achieved comparable or higher transmission capacity than brute-force searching (BFS).
- SA demonstrated significantly faster searching speeds compared to BFS.
- The method allows for selecting strategies to balance transmission capacity and spectral flatness.
Conclusions:
- The proposed SA-based power optimization effectively manages ISRS in UWB WDM systems.
- This approach enables high transmission capacity with improved signal quality.
- The method is applicable for designing UWB WDM systems prior to experimental testing.
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