Fast Quantum-Inspired Algorithm for Beamforming
This paper presents a fast quantum-inspired algorithm to tackle the NP-hard beamforming problem in MIMO arrays. The proposed method achieves high-bit phase optimization with over a 1000-fold speedup compared to genetic algorithms while maintaining near-ground-state solutions. Tests on various array sizes demonstrate the algorithm's scalability, stability, and near real-time performance for small-size arrays, confirming its potential for large-scale electromagnetic optimization.
Authors
- Wei E. I. Sha (ORCID: https://orcid.org/0000-0002-7431-8121)
- Yutong Jiang (ORCID: https://orcid.org/0000-0003-2538-9422)
- Shuai Yuan (ORCID: https://orcid.org/0000-0003-3284-3961)
- Hangyu Ge
Institutions
- Zhejiang University (CN)
Publication Details
- Published
- 2025-03-30
- DOI
- https://doi.org/10.23919/eucap63536.2025.10999342
- Primary Topic
- Blind Source Separation Techniques
- Type
- article
- Field-Weighted Citation Impact
- 0.00