Efficient Power Optimization for $C+L+S$ Band Transmission Using Covariance Matrix Adaptation Evolution Strategy
We propose using a covariance matrix adaptation evolution strategy (CMA-ES) to optimize launch power in the <tex xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">$C+L+S$</tex> band long-haul system, significantly reducing computation time while maintaining performance, and enabling faster response to channel variations.
Authors
- Zelin Gan (ORCID: https://orcid.org/0000-0001-6911-264X)
- Tianye Huang (ORCID: https://orcid.org/0000-0001-9754-9873)
- Xiao Xiao (ORCID: https://orcid.org/0000-0001-5124-0985)
- Xiang Li (ORCID: https://orcid.org/0000-0002-5555-0734)
- Miao Gong (ORCID: https://orcid.org/0009-0005-4283-9909)
- Moshe Ran
Institutions
- University of Cambridge (GB)
- China University of Geosciences (CN)
- Wuhan Engineering Science & Technology Institute (CN)
Publication Details
- Published
- 2025-06-29
- DOI
- https://doi.org/10.23919/oecc/psc62146.2025.11111286
- Primary Topic
- Advanced MIMO Systems Optimization
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Key Research and Development Program of China