Human activity recognition : using wearable sensors and smartphones / Miguel A. Labrador, Oscar D. Lara Yejas.

Format:

Book

Author/Creator:

Labrador, Miguel A., author.

Lara Yejas, Oscar D., author.

Series:

Chapman & Hall/CRC computer and information science series.

Chapman & Hall/CRC computer & information science series

Language:

English

Subjects (All):

Location-based services.

Ubiquitous computing.

Wearable computers.

Physical Description:

1 online resource (206 p.)

Edition:

1st ed.

Place of Publication:

Boca Raton : CRC Press, [2014]

Language Note:

English

Summary:

Learn How to Design and Implement HAR Systems The pervasiveness and range of capabilities of today's mobile devices have enabled a wide spectrum of mobile applications that are transforming our daily lives, from smartphones equipped with GPS to integrated mobile sensors that acquire physiological data. Human Activity Recognition: Using Wearable Sensors and Smartphones focuses on the automatic identification of human activities from pervasive wearable sensors-a crucial component for health monitoring and also applicable to other areas, such as entertainment and tactical operations. Developed fr

Contents:

Front Cover; Contents; List of Figures; List of Tables; Preface; Part I: Human Activity Recognition: Theory Fundamentals; Chapter 1: Introduction; Chapter 2: Human Activity Recognition; Chapter 3: State of the Art in HAR Systems; Chapter 4: Incorporating Physiological Signals to Improve Activity Recognition Accuracy; Chapter 5: Enabling Real-Time Activity Recognition; Chapter 6: New Fusion and Selection Strategies in Multiple Classifier Systems; Chapter 7: Conclusions; Part II: HAR in an Android Smartphone: A Practical Guide; Chapter 8: Introduction to Android

Chapter 9: Getting Ready to Develop Android ApplicationsChapter 10: Using the Smartphone's Sensors; Chapter 11: Bluetooth Connectivity in Android; Chapter 12: Saving and Retrieving Data in an Android Smartphone; Chapter 13: Feature Extraction; Chapter 14: Real-Time Classification in Smartphones Using WEKA; Bibliography; Back Cover

Notes:

Description based upon print version of record.

Includes bibliographical references.

Description based on print version record.

ISBN:

0-429-16801-2

1-4665-8828-4

9780429168017

OCLC:

865330411