Name: Feedback Control and Adaptive Learning in Optical-Tweezer Robotics
SKU: 64763732
Price: 261.06 USD
Availability: InStock
Author: Chien Chern Cheah;Xiang Li;Shu, PhD Miao
ISBN: 9780443315480

portada Feedback Control and Adaptive Learning in Optical-Tweezer Robotics

Feedback Control and Adaptive Learning in Optical-Tweezer Robotics

Formato

Libro Físico

Editorial

Academic Press Inc

Autor

Chien Chern Cheah;Xiang Li;Shu, PhD Miao

Año

2025

N° páginas

202

Encuadernación

Tapa Blanda

Dimensiones

23.5x19.1 cm

ISBN13

9780443315480

Feedback Control and Adaptive Learning in Optical-Tweezer Robotics

Chien Chern Cheah;Xiang Li;Shu, Phd Miao (Autor) · Academic Press Inc · Tapa Blanda

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Reseña del libro "Feedback Control and Adaptive Learning in Optical-Tweezer Robotics"

Feedback Control and Adaptive Learning in Optical-Tweezer Robotics is a comprehensive guide to merging robotic feedback control with optical trapping techniques in cell manipulation. It begins by providing foundational knowledge in dynamic modeling and control theory, essential for understanding optical-tweezer robotics' complexities. The book explores optical trapping principles, discussing traditional approaches' constraints and challenges. It then introduces a unified control methodology designed for dynamic adaptation to cell movement and escape scenarios, highlighting the importance of closed-loop control strategies in navigating the interaction between optical forces and robotic manipulation. Additionally, the book delves into adaptive learning algorithms for real-time adjustments in unknown trapping stiffness, addressing challenges like limited field of view, stochastic disturbances, and handling multiple cells. It integrates open-access simulations and real-world experiments to reinforce theoretical concepts, offering practical examples. This unified approach's potential impact on biomedicine, biotechnology, and microscale robotics is emphasized, making it an invaluable resource for readers in these fields.