Real Time Feature Extraction And Classification Of Prehensile Emg Signals

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EMG Signals Characterization in Three States of Contraction by Fuzzy Network and Feature Extraction

Author : Bita Mokhlesabadifarahani
Publisher : Springer
ISBN 13 : 9812873201
Total Pages : 43 pages
Book Rating : 4.8/5 (128 download)

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Book Synopsis EMG Signals Characterization in Three States of Contraction by Fuzzy Network and Feature Extraction by : Bita Mokhlesabadifarahani

Download or read book EMG Signals Characterization in Three States of Contraction by Fuzzy Network and Feature Extraction written by Bita Mokhlesabadifarahani and published by Springer. This book was released on 2015-02-10 with total page 43 pages. Available in PDF, EPUB and Kindle. Book excerpt: Neuro-muscular and musculoskeletal disorders and injuries highly affect the life style and the motion abilities of an individual. This brief highlights a systematic method for detection of the level of muscle power declining in musculoskeletal and Neuro-muscular disorders. The neuro-fuzzy system is trained with 70 percent of the recorded Electromyography (EMG) cut off window and then used for classification and modeling purposes. The neuro-fuzzy classifier is validated in comparison to some other well-known classifiers in classification of the recorded EMG signals with the three states of contractions corresponding to the extracted features. Different structures of the neuro-fuzzy classifier are also comparatively analyzed to find the optimum structure of the classifier used.

Advances in VLSI, Signal Processing, Power Electronics, IoT, Communication and Embedded Systems

Author : Shubhakar Kalya
Publisher : Springer Nature
ISBN 13 : 9811604436
Total Pages : 457 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Advances in VLSI, Signal Processing, Power Electronics, IoT, Communication and Embedded Systems by : Shubhakar Kalya

Download or read book Advances in VLSI, Signal Processing, Power Electronics, IoT, Communication and Embedded Systems written by Shubhakar Kalya and published by Springer Nature. This book was released on 2021-04-10 with total page 457 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book comprises select peer-reviewed papers from the International Conference on VLSI, Signal Processing, Power Electronics, IoT, Communication and Embedded Systems (VSPICE-2020). The book provides insights into various aspects of the emerging fields in the areas Electronics and Communication Engineering as a holistic approach. The various topics covered in this book include VLSI, embedded systems, signal processing, communication, power electronics and internet of things. This book mainly focuses on the most recent innovations, trends, concerns and practical challenges and their solutions. This book will be useful for academicians, professionals and researchers in the area of electronics and communications and electrical engineering.

Fuzzy Neural Intelligent Systems

Author : Hongxing Li
Publisher : CRC Press
ISBN 13 : 1351835157
Total Pages : 336 pages
Book Rating : 4.3/5 (518 download)

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Book Synopsis Fuzzy Neural Intelligent Systems by : Hongxing Li

Download or read book Fuzzy Neural Intelligent Systems written by Hongxing Li and published by CRC Press. This book was released on 2018-10-03 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: Although fuzzy systems and neural networks are central to the field of soft computing, most research work has focused on the development of the theories, algorithms, and designs of systems for specific applications. There has been little theoretical support for fuzzy neural systems, especially their mathematical foundations. Fuzzy Neural Intelligent Systems fills this gap. It develops a mathematical basis for fuzzy neural networks, offers a better way of combining fuzzy logic systems with neural networks, and explores some of their engineering applications. Dividing their focus into three main areas of interest, the authors give a systematic, comprehensive treatment of the relevant concepts and modern practical applications: Fundamental concepts and theories for fuzzy systems and neural networks. Foundation for fuzzy neural networks and important related topics Case examples for neuro-fuzzy systems, fuzzy systems, neural network systems, and fuzzy-neural systems Suitable for self-study, as a reference, and ideal as a textbook, Fuzzy Neural Intelligent Systems is accessible to students with a basic background in linear algebra and engineering mathematics. Mastering the material in this textbook will prepare students to better understand, design, and implement fuzzy neural systems, develop new applications, and further advance the field.

Towards Practical Brain-Computer Interfaces

Author : Brendan Z. Allison
Publisher : Springer Science & Business Media
ISBN 13 : 3642297463
Total Pages : 423 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Towards Practical Brain-Computer Interfaces by : Brendan Z. Allison

Download or read book Towards Practical Brain-Computer Interfaces written by Brendan Z. Allison and published by Springer Science & Business Media. This book was released on 2012-08-21 with total page 423 pages. Available in PDF, EPUB and Kindle. Book excerpt: Brain-computer interfaces (BCIs) are devices that enable people to communicate via thought alone. Brain signals can be directly translated into messages or commands. Until recently, these devices were used primarily to help people who could not move. However, BCIs are now becoming practical tools for a wide variety of people, in many different situations. What will BCIs in the future be like? Who will use them, and why? This book, written by many of the top BCI researchers and developers, reviews the latest progress in the different components of BCIs. Chapters also discuss practical issues in an emerging BCI enabled community. The book is intended both for professionals and for interested laypeople who are not experts in BCI research.

Smart Intelligent Computing and Applications

Author : Suresh Chandra Satapathy
Publisher : Springer
ISBN 13 : 9811319278
Total Pages : 670 pages
Book Rating : 4.8/5 (113 download)

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Book Synopsis Smart Intelligent Computing and Applications by : Suresh Chandra Satapathy

Download or read book Smart Intelligent Computing and Applications written by Suresh Chandra Satapathy and published by Springer. This book was released on 2018-11-04 with total page 670 pages. Available in PDF, EPUB and Kindle. Book excerpt: The proceedings covers advanced and multi-disciplinary research on design of smart computing and informatics. The theme of the book broadly focuses on various innovation paradigms in system knowledge, intelligence and sustainability that may be applied to provide realistic solution to varied problems in society, environment and industries. The volume publishes quality work pertaining to the scope of the conference which is extended towards deployment of emerging computational and knowledge transfer approaches, optimizing solutions in varied disciplines of science, technology and healthcare.

Computational Intelligence in Electromyography Analysis

Author : Ganesh R. Naik
Publisher : BoD – Books on Demand
ISBN 13 : 9535108050
Total Pages : 464 pages
Book Rating : 4.5/5 (351 download)

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Book Synopsis Computational Intelligence in Electromyography Analysis by : Ganesh R. Naik

Download or read book Computational Intelligence in Electromyography Analysis written by Ganesh R. Naik and published by BoD – Books on Demand. This book was released on 2012-10-17 with total page 464 pages. Available in PDF, EPUB and Kindle. Book excerpt: Electromyography (EMG) is a technique for evaluating and recording the electrical activity produced by skeletal muscles. EMG may be used clinically for the diagnosis of neuromuscular problems and for assessing biomechanical and motor control deficits and other functional disorders. Furthermore, it can be used as a control signal for interfacing with orthotic and/or prosthetic devices or other rehabilitation assists. This book presents an updated overview of signal processing applications and recent developments in EMG from a number of diverse aspects and various applications in clinical and experimental research. It will provide readers with a detailed introduction to EMG signal processing techniques and applications, while presenting several new results and explanation of existing algorithms. This book is organized into 18 chapters, covering the current theoretical and practical approaches of EMG research.

Applications, Challenges, and Advancements in Electromyography Signal Processing

Author : Naik, Ganesh R.
Publisher : IGI Global
ISBN 13 : 1466660910
Total Pages : 424 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Applications, Challenges, and Advancements in Electromyography Signal Processing by : Naik, Ganesh R.

Download or read book Applications, Challenges, and Advancements in Electromyography Signal Processing written by Naik, Ganesh R. and published by IGI Global. This book was released on 2014-05-31 with total page 424 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book provides an updated overview of signal processing applications and recent developments in EMG from a number of diverse aspects and various applications in clinical and experimental research"--Provided by publisher.

Biologically Inspired Robotics

Author : Yunhui Liu
Publisher : CRC Press
ISBN 13 : 1439854882
Total Pages : 343 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Biologically Inspired Robotics by : Yunhui Liu

Download or read book Biologically Inspired Robotics written by Yunhui Liu and published by CRC Press. This book was released on 2011-12-21 with total page 343 pages. Available in PDF, EPUB and Kindle. Book excerpt: Robotic engineering inspired by biology—biomimetics—has many potential applications: robot snakes can be used for rescue operations in disasters, snake-like endoscopes can be used in medical diagnosis, and artificial muscles can replace damaged muscles to recover the motor functions of human limbs. Conversely, the application of robotics technology to our understanding of biological systems and behaviors—biorobotic modeling and analysis—provides unique research opportunities: robotic manipulation technology with optical tweezers can be used to study the cell mechanics of human red blood cells, a surface electromyography sensing system can help us identify the relation between muscle forces and hand movements, and mathematical models of brain circuitry may help us understand how the cerebellum achieves movement control. Biologically Inspired Robotics contains cutting-edge material—considerably expanded and with additional analysis—from the 2009 IEEE International Conference on Robotics and Biomimetics (ROBIO). These 16 chapters cover both biomimetics and biorobotic modeling/analysis, taking readers through an exploration of biologically inspired robot design and control, micro/nano bio-robotic systems, biological measurement and actuation, and applications of robotics technology to biological problems. Contributors examine a wide range of topics, including: A method for controlling the motion of a robotic snake The design of a bionic fitness cycle inspired by the jaguar The use of autonomous robotic fish to detect pollution A noninvasive brain-activity scanning method using a hybrid sensor A rehabilitation system for recovering motor function in human hands after injury Human-like robotic eye and head movements in human–machine interactions A state-of-the-art resource for graduate students and researchers in the fields of control engineering, robotics, and biomedical engineering, this text helps readers understand the technology and principles in this emerging field.

Shared Representations

Author : Sukhvinder S. Obhi
Publisher : Cambridge University Press
ISBN 13 : 1107050200
Total Pages : 699 pages
Book Rating : 4.1/5 (7 download)

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Book Synopsis Shared Representations by : Sukhvinder S. Obhi

Download or read book Shared Representations written by Sukhvinder S. Obhi and published by Cambridge University Press. This book was released on 2016-11-17 with total page 699 pages. Available in PDF, EPUB and Kindle. Book excerpt: A collection of cutting-edge contributions on the idea of shared representations - information sharing between the brains of those involved.

Symmetry in Mechanical Engineering

Author : Adam Glowacz
Publisher : MDPI
ISBN 13 : 3039362143
Total Pages : 372 pages
Book Rating : 4.0/5 (393 download)

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Book Synopsis Symmetry in Mechanical Engineering by : Adam Glowacz

Download or read book Symmetry in Mechanical Engineering written by Adam Glowacz and published by MDPI. This book was released on 2020-06-03 with total page 372 pages. Available in PDF, EPUB and Kindle. Book excerpt: Recent advancements in mechanical engineering are an essential topic for discussion. The topics relating to mechanical engineering include the following: measurements of signals of shafts, springs, belts, bearings, gears, rotors, machine elements, vibration analysis, acoustic analysis, fault diagnosis, construction, analysis of machine operation, analysis of smart-material systems, integrated systems, stresses, analysis of deformations, analysis of mechanical properties, signal processing of mechanical systems, and rotor dynamics. Mechanical engineering deals with solid and fluid mechanics, rotation, movements, materials, and thermodynamics. This book, with 15 published articles, presents the topic “Symmetry in Mechanical Engineering”. The presented topic is interesting. It is categorized into eight different sections: Deformation; Stresses; Mechanical properties; Tribology; Thermodynamic; Measurement; Fault diagnosis; Machine. The development of techniques and methods related to mechanical engineering is growing every month. The described articles have made a contribution to mechanical engineering. The proposed research can find applications in factories, oil refineries, and mines. It is essential to develop new improved methods, techniques, and devices related to mechanical engineering.

Fundamentals of Wavelets

Author : Jaideva C. Goswami
Publisher : John Wiley & Sons
ISBN 13 : 0470934646
Total Pages : 310 pages
Book Rating : 4.4/5 (79 download)

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Book Synopsis Fundamentals of Wavelets by : Jaideva C. Goswami

Download or read book Fundamentals of Wavelets written by Jaideva C. Goswami and published by John Wiley & Sons. This book was released on 2011-03-08 with total page 310 pages. Available in PDF, EPUB and Kindle. Book excerpt: Most existing books on wavelets are either too mathematical or they focus on too narrow a specialty. This book provides a thorough treatment of the subject from an engineering point of view. It is a one-stop source of theory, algorithms, applications, and computer codes related to wavelets. This second edition has been updated by the addition of: a section on "Other Wavelets" that describes curvelets, ridgelets, lifting wavelets, etc a section on lifting algorithms Sections on Edge Detection and Geophysical Applications Section on Multiresolution Time Domain Method (MRTD) and on Inverse problems

Biomechanical Basis of Human Movement

Author : Joseph Hamill
Publisher : LWW
ISBN 13 : 9781451177305
Total Pages : 0 pages
Book Rating : 4.1/5 (773 download)

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Book Synopsis Biomechanical Basis of Human Movement by : Joseph Hamill

Download or read book Biomechanical Basis of Human Movement written by Joseph Hamill and published by LWW. This book was released on 2015 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Focusing on the quantitative nature of biomechanics, this book integrates current literature, meaningful numerical examples, relevant applications, hands-on exercises, and functional anatomy, physics, calculus, and physiology to help students - regardless of their mathematical background - understand the full continuum of human movement potential.

Sonomyography

Author : Yongjin Zhou
Publisher : Springer Nature
ISBN 13 : 9811671400
Total Pages : 145 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Sonomyography by : Yongjin Zhou

Download or read book Sonomyography written by Yongjin Zhou and published by Springer Nature. This book was released on 2021-11-24 with total page 145 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explains the exciting field of sonomyography (SMG), which makes it possible to use continuous signals detected by ultrasound images in real time to evaluate muscle functions. After an introduction, the book discusses the methods to extract and analyse different SMG signals, including muscle thickness, penetration angle, fascicle length, contraction activity, and muscle cross-sectional areas, etc. It then describes the mono-modal applications of sonomyography: posture recognition, prosthesis control, muscle training, muscle strength (fall risk assessment), fatigue assessment, and the assessment of dysfunctional muscles. The book also shows how to combine sonomyography with additional muscle assessment methods, in particular EMG, MMG, and motion sensors. Lastly, it provides an overview of the potential applications in sport science, rehabilitation, fitness, and elderly health.

2018 3rd International Conference on Advanced Robotics and Mechatronics (ICARM)

Author : IEEE Staff
Publisher :
ISBN 13 : 9781538670675
Total Pages : pages
Book Rating : 4.6/5 (76 download)

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Book Synopsis 2018 3rd International Conference on Advanced Robotics and Mechatronics (ICARM) by : IEEE Staff

Download or read book 2018 3rd International Conference on Advanced Robotics and Mechatronics (ICARM) written by IEEE Staff and published by . This book was released on 2018-07-18 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: ICARM provides a forum for researchers, educators, engineers, and government officials involved in the general areas of mechatronics, robotics, automation and sensors to disseminate their latest research results and exchange views on the future research directions of these fields

Prosthetic Designs for Restoring Human Limb Function

Author : William Craelius
Publisher : Springer Nature
ISBN 13 : 3030310779
Total Pages : 231 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Prosthetic Designs for Restoring Human Limb Function by : William Craelius

Download or read book Prosthetic Designs for Restoring Human Limb Function written by William Craelius and published by Springer Nature. This book was released on 2021-07-30 with total page 231 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook provides a thorough introduction and overview of the design and engineering of state-of-the-art prosthetics and assistive technologies. Innovations in prosthetics are increasingly made by cross-disciplinary thinking, and the author introduces the application of biomedical, mechanical, electrical, computer, and materials engineering principles to the design of artificial limbs. Coverage includes the fundamentals of biomechanics, biomechanical modeling and measurements, the basics of anatomy and physiology of limb defects, and the historical development of prosthetic design. This book stimulates the innovative thinking necessary for advancing limb restoration, and will be essential reading for students, as well as researchers, professional engineers, and prosthetists involved in the design and manufacture of artificial limbs. Learning enhanced by the exercises, including physical modeling with MATLAB and Simulink; Includes appendices with relevant equations and parameters for reference; Introduction to the design and engineering of prosthetics and assistive technologies.

Powered Upper Limb Prostheses

Author : Ashok Muzumdar
Publisher : Springer
ISBN 13 : 3642188125
Total Pages : 224 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Powered Upper Limb Prostheses by : Ashok Muzumdar

Download or read book Powered Upper Limb Prostheses written by Ashok Muzumdar and published by Springer. This book was released on 2012-12-06 with total page 224 pages. Available in PDF, EPUB and Kindle. Book excerpt: Powered Upper Limb Prostheses deals with the concept, implementation and clinical application of utilizing inherent electrical signals within normally innervated residual muscles under voluntary control of an upper limb amputee. This amplifies these signals by battery-powered electrical means to make a terminal device, the prosthetic hand, move to perform intended function. The reader is introduced to various facets of upper limb amputations and their clinical management in both children and adults. The authors from Canada, USA and Great Britain are well known practicioners, academics and researchers in the field. The book has over 130 illustrations and contains an extensive bibliography.

Hands-on Herpetology

Author : Rebecca L. Schneider
Publisher : NSTA Press
ISBN 13 : 0873551974
Total Pages : 163 pages
Book Rating : 4.8/5 (735 download)

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Book Synopsis Hands-on Herpetology by : Rebecca L. Schneider

Download or read book Hands-on Herpetology written by Rebecca L. Schneider and published by NSTA Press. This book was released on 2001 with total page 163 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is ideal for middle and high school teachers and nature center staff who want to mix serious issues with amazing science. Plentiful, diverse, and readily available, these animals - known in science as 'herps' - are also perfect for teaching students about biology, ecology, and conservation. This highly readable resource melds rigorous science content with science research.