1.

Record Nr.

UNINA9910299685203321

Autore

Wu Yunfeng

Titolo

Knee Joint Vibroarthrographic Signal Processing and Analysis / / by Yunfeng Wu

Pubbl/distr/stampa

Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2015

ISBN

3-662-44284-1

Edizione

[1st ed. 2015.]

Descrizione fisica

1 online resource (93 p.)

Collana

SpringerBriefs in Bioengineering, , 2193-097X

Disciplina

006.4

610.28

617.03

620

621.382

Soggetti

Biomedical engineering

Medical rehabilitation

Signal processing

Image processing

Speech processing systems

Pattern perception

Biomedical Engineering and Bioengineering

Rehabilitation Medicine

Signal, Image and Speech Processing

Pattern Recognition

Lingua di pubblicazione

Inglese

Formato

Materiale a stampa

Livello bibliografico

Monografia

Note generali

Description based upon print version of record.

Nota di bibliografia

Includes bibliographical references.

Nota di contenuto

Introduction -- Signal Acquisition and Preprocessing -- Signal Analysis -- Feature Computing and Signal Classifications -- Summary and Research Directions.

Sommario/riassunto

This book presents the cutting-edge technologies of knee joint vibroarthrographic signal analysis for the screening and detection of knee joint injuries. It describes a number of effective computer-aided methods for analysis of the nonlinear and nonstationary biomedical signals generated by complex physiological mechanics. This book also



introduces several popular machine learning and pattern recognition algorithms for biomedical signal classifications. The book is well-suited for all researchers looking to better understand knee joint biomechanics and the advanced technology for vibration arthrometry. Dr. Yunfeng Wu is an Associate Professor at the School of Information Science and Technology, Xiamen University, Xiamen, Fujian, China.