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Open AccessJournal ArticleDOI

Adaptive optical focusing through perturbed scattering media with a dynamic mutation algorithm

TLDR
In this article, a square rule of binary-amplitude modulation was proposed to quantify how many pixels on the spatial light modulator incorrectly modulate the wavefront for the instant status of the medium or the whole system.
Abstract
Optical imaging through or inside scattering media, such as multimode fiber and biological tissues, has a significant impact in biomedicine yet is considered challenging due to the strong scattering nature of light. In the past decade, promising progress has been made in the field, largely benefiting from the invention of iterative optical wavefront shaping, with which deep-tissue high-resolution optical focusing and hence imaging becomes possible. Most of the reported iterative algorithms can overcome small perturbations on the noise level but fail to effectively adapt beyond the noise level, e.g., sudden strong perturbations. Reoptimizations are usually needed for significant decorrelation to the medium since these algorithms heavily rely on the optimization performance in the previous iterations. Such ineffectiveness is probably due to the absence of a metric that can gauge the deviation of the instant wavefront from the optimum compensation based on the concurrently measured optical focusing. In this study, a square rule of binary-amplitude modulation, directly relating the measured focusing performance with the error in the optimized wavefront, is theoretically proved and experimentally validated. With this simple rule, it is feasible to quantify how many pixels on the spatial light modulator incorrectly modulate the wavefront for the instant status of the medium or the whole system. As an example of application, we propose a novel algorithm, the dynamic mutation algorithm, which has high adaptability against perturbations by probing how far the optimization has gone toward the theoretically optimal performance. The diminished focus of scattered light can be effectively recovered when perturbations to the medium cause a significant drop in the focusing performance, which no existing algorithms can achieve due to their inherent strong dependence on previous optimizations. With further improvement, the square rule and the new algorithm may boost or inspire many applications, such as high-resolution optical imaging and stimulation, in instable or dynamic scattering environments.

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Citations
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Journal ArticleDOI

Anti-scattering light focusing by fast wavefront shaping based on multi-pixel encoded digital-micromirror device.

TL;DR: In this paper, a multi-pixel encoded DMD-based wavefront shaping (WS) method was proposed by combining multiple micromirrors into a single modulation unit to overcome the drawbacks of binary modulation.
Journal ArticleDOI

Wavefront shaping: A versatile tool to conquer multiple scattering in multidisciplinary fields

TL;DR: Wavefront shaping can be used to achieve optical focusing deep inside scattering media for biomedical imaging, sensing, stimulation, and treatment as discussed by the authors , which can also be used for noninvasive or minimally invasive optical interactions and arbitrary control inside deep tissues.
Journal ArticleDOI

Dynamic mutation enhanced particle swarm optimization for optical wavefront shaping.

TL;DR: In this paper, a dynamic mutation operation was proposed to enhance the focusing performance of particle swarm optimization (PSO) in wavefront shaping for focusing light through or inside scattering media, and the simulation and experimental results show that PSO with dynamic mutation demonstrates considerably better performance than PSO without mutation or with a constant mutation.
Journal ArticleDOI

Optimal efficiency of focusing diffused light through scattering media with iterative wavefront shaping

TL;DR: A probability-based iterative algorithm combining genetic algorithm (GA) and ant colony optimization (ACO) in which the new solutions can be generated based on a probability map is proposed, able to obtain optimization results with optimal efficiency for single and multiple focuses behind scattering media.
Journal ArticleDOI

Parameter-free optimization algorithm for iterative wavefront shaping

TL;DR: In this paper, a smart parameter-free algorithm was proposed by combining a traditional genetic algorithm with a bat algorithm, and the mutation rate can be automatically calculated through real-time feedback.
References
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Journal ArticleDOI

Focusing coherent light through opaque strongly scattering media

TL;DR: Focusing of coherent light through opaque scattering materials by control of the incident wavefront with a brightness up to a factor of 1000 higher than the brightness of the normal diffuse transmission is reported.
Journal ArticleDOI

Measuring the transmission matrix in optics: an approach to the study and control of light propagation in disordered media.

TL;DR: The transmission matrix of a thick random scattering sample is determined and it is shown that this matrix exhibits statistical properties in good agreement with random matrix theory and allows light focusing and imaging through the random medium.
Journal ArticleDOI

Controlling waves in space and time for imaging and focusing in complex media

TL;DR: In this article, the authors used strongly scattering materials to focus, shape and compress waves by controlling the many degrees of freedom in the incident waves in complex media such as white paint and biological tissue.
Journal ArticleDOI

An optical neural interface: in vivo control of rodent motor cortex with integrated fiberoptic and optogenetic technology

TL;DR: The first in vivo behavioral demonstration of a functional optical neural interface (ONI) in intact animals is reported, involving integrated fiberoptic and optogenetic technology and may find application across a broad range of neuroscience, neuroengineering and clinical questions.
Journal ArticleDOI

Optical phase conjugation for turbidity suppression in biological samples.

TL;DR: It is shown that, despite experimental imperfections, optical phase conjugation can force a transmitted light field to retrace its trajectory through a biological target and recover the original light field.
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