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Language: English
Published by LAP LAMBERT Academic Publishing, 2024
ISBN 10: 6208225167 ISBN 13: 9786208225162
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Language: English
Published by LAP LAMBERT Academic Publishing, 2024
ISBN 10: 6208225167 ISBN 13: 9786208225162
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Language: French
Published by Editions Notre Savoir, 2024
ISBN 10: 6208312221 ISBN 13: 9786208312220
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Seller: AHA-BUCH GmbH, Einbeck, Germany
Taschenbuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - Document from the year 2017 in the subject Medicine - Biomedical Engineering, grade: 3.0, , language: English, abstract: Electroencephalograph (EEG) has been widely used for BCI applications due to its non-invasiveness, ease of implementation, and cost-efficiency. The collected EEG signal is non-stationary and has task-related information buried in the frequency and temporal domains. In this book, we focused on developing time-frequency decomposition methods for improving the feature extraction module in BCI systems. The obtained features are then optimized by identifying subject-specific reactive band and employing evolutionary algorithm-based methods for optimizing the obtained features, improving the BCI systems' performance. A signal model named as band-limited multiple Fourier linear combiner (BMFLC) is employed to model the non-stationarity in the EEG signal for feature extraction. The non-stationary amplitude oscillation is presented as adaptive weights in the model and estimated with various adaptive filters such as least-mean square (LMS), Kalman filter (KF), or Kalman Smoother (KS). The estimated coefficients serve as features for classification. Our results suggest that the BMFLC-LMS, BMFLC-KF, and BMFLC-KS are all sufficient in modeling EEG signal in the band with average estimation accuracies of 93%, 99%, and 98%, respectively. We modelled motion-induced EEG signal in frequency domain. We found that most subjects present a subject- specific reactive band during motion tasks. We then constructed features for a classifier that used only the frequency information in the subject-specific reactive band. As a result, the classification accuracy of the BCI system is improved compared to the system which uses the complete band information. Features obtained from multiple EEG channels need to be optimized to enhance the performance of the BCI systems. Essentially, two problems need to be resolved: 1) volume conduction; 2) dimensionality. The volume conduction can be mitigated if spatial filter is employed, and the dimension of the feature vector can be reduced if a feature selection procedure is adopted. An evolutionary algorithm (EA) based approach was developed to estimate spatial filter and reduce feature dimension simultaneously. We show that the BMFLC-KF combined with the evolutionary al- algorithm has the highest classification accuracy compared to other BMFLC-KF based approaches and is superior to the traditionally employed band-power methods.
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Taschenbuch. Condition: Neu. Biomechanics of Injury and Prevention | Yubo Fan (u. a.) | Taschenbuch | xvi | Englisch | 2023 | Springer | EAN 9789811642715 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu.
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Buch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - This book summarizes the recent advancements for biomechanics of injury and prevention in mechanism, application and developing frontiers. Biomechanics plays an important role in achieving safety, health, comfort, and a high quality of life by revealing injury mechanism and providing prevention methods. The book covers injury and prevention to the entire human body, from head to toe, including injury and prevention in sports, traffic, accident, clinic and so on. In addition, bionics prevention method inspired by woodpecker is also introduced. The book provides the reader with not only the mechanism of injury but also the advanced injury diagnosis, treatment, and prevention devices based on biomechanics.
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Taschenbuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - This book summarizes the recent advancements for biomechanics of injury and prevention in mechanism, application and developing frontiers. Biomechanics plays an important role in achieving safety, health, comfort, and a high quality of life by revealing injury mechanism and providing prevention methods. The book covers injury and prevention to the entire human body, from head to toe, including injury and prevention in sports, traffic, accident, clinic and so on. In addition, bionics prevention method inspired by woodpecker is also introduced. The book provides the reader with not only the mechanism of injury but also the advanced injury diagnosis, treatment, and prevention devices based on biomechanics.
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Seller: UK BOOKS STORE, London, LONDO, United Kingdom
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Add to basketCondition: New. Brand New ! Fast Delivery "International Edition " and ship within 24-48 hours. Deliver by FedEx and Dhl, & Aramex, UPS, & USPS and we do accept APO and PO BOX Addresses. Order can be delivered worldwide within 4-6 Working days .and we do have flat rate for up to 2LB. Extra shipping charges will be requested This Item May be shipped from India, United states & United Kingdom. Depending on your location and availability.
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Add to basketPaperback. Condition: Brand New. 479 pages. 9.25x6.10x1.57 inches. In Stock.
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Add to basketHardcover. Condition: Brand New. 479 pages. 9.25x6.10x9.21 inches. In Stock.
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Taschenbuch. Condition: Neu. Biomechanical Modelling and Simulation on Musculoskeletal System | Yubo Fan (u. a.) | Taschenbuch | ix | Englisch | 2023 | Springer | EAN 9789811639135 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu.
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Language: English
Published by Springer Nature Singapore, Springer Nature Singapore, 2022
ISBN 10: 9811639108 ISBN 13: 9789811639104
Seller: AHA-BUCH GmbH, Einbeck, Germany
Buch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - The book involves the basic principles, methods, anatomy and other knowledge for modelling and simulation of the musculoskeletal system. In addition, abundant examples are presented in detail to help readers easily learn the principles and methods of modelling and simulation. These examples include the impact injury and clinical application of the modelling of bone and muscle. In terms of impact injury, the book introduces the biomechanical simulation of impact injury in head, spine, ankle, knee, eyeball and many other parts. With regard to clinical application, it explores the optimization of orthopaedic surgery and design of orthopaedic implants. Readers will find this is a highly informative and carefully presented book, introducing not only the biomechanical principles in the musculoskeletal system, but also the application abilities of modelling and simulation on the musculoskeletal system.