Kinesthetic Perception: A Machine Learning Approach (Studies in Computational Intelligence Book 748) by Subhasis Chaudhuri (PDF)

Description

This book focuses on the study of possible adaptive sampling mechanisms for haptic data compression aimed at applications like tele-operations and tele-surgery. Demonstrating that the selection of the perceptual dead zones is a non-trivial problem, it presents an exposition of various issues that researchers must consider while designing compression algorithms based on just noticeable difference (JND). The book begins by identifying perceptually adaptive sampling strategies for 1-D haptic signals, and goes on to extend the findings on multidimensional signals to study directional sensitivity, if any. The book also discusses the effect of the rate of change of kinesthetic stimuli on the JND, temporal resolution for the perceivability of kinesthetic force stimuli, dependence of kinesthetic perception on the task being performed, the sequential effect on kinesthetic perception, and, correspondingly, on the perceptual dead zone. Offering a valuable resource for researchers, professionals, and graduate students working on haptics and machine perception studies, the book can also support interdisciplinary work focused on automation in surgery.

User’s Reviews

Reviews from Amazon users which were colected at the time this book was published on the website:

⭐

⭐

Keywords

Free Download Kinesthetic Perception: A Machine Learning Approach (Studies in Computational Intelligence Book 748) in PDF format
Kinesthetic Perception: A Machine Learning Approach (Studies in Computational Intelligence Book 748) PDF Free Download
Download Kinesthetic Perception: A Machine Learning Approach (Studies in Computational Intelligence Book 748) 2018 PDF Free
Kinesthetic Perception: A Machine Learning Approach (Studies in Computational Intelligence Book 748) 2018 PDF Free Download
Download Kinesthetic Perception: A Machine Learning Approach (Studies in Computational Intelligence Book 748) PDF
Free Download Ebook Kinesthetic Perception: A Machine Learning Approach (Studies in Computational Intelligence Book 748)