A universal and improved mutation strategy for iterative wavefront shaping
Hui Liu, Xiangyu Zhu, Xiaoxue Zhang, Yongquan Liao, Xudong Chen, Zhili, Lin

TL;DR
This paper introduces a universal guided mutation strategy that enhances the efficiency and effectiveness of iterative wavefront shaping, significantly improving light control in scattering media.
Contribution
A novel guided mutation strategy is proposed, improving optimization speed and effectiveness in iterative wavefront shaping for both phase and binary amplitude modulation.
Findings
Enhanced optimization effect and rate with GM strategies
Applicable to various wavefront shaping applications
Universal improvement across modulation types
Abstract
Recent advances in iterative wavefront shaping (WFS) techniques have made it possible to manipulate the light focusing and transport in scattering media. To improve the optimization performance, various optimization algorithms and improved strategies have been utilized. Here, a novel guided mutation (GM) strategy is proposed to improve optimization efficiency for iterative WFS. For both phase modulation and binary amplitude modulation, considerable improvements in optimization effect and rate have been obtained using multiple GM-enhanced algorithms. Due of its improvements and universality, GM is beneficial for applications ranging from controlling the transmission of light through disordered media to optical manipulation behind them.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsRandom lasers and scattering media · Advanced Optical Imaging Technologies · Orbital Angular Momentum in Optics
