Human activity recognition : using wearable sensors and smartphones /: using wearable sensors and smartphones. ([2014])
- Record Type:
- Book
- Title:
- Human activity recognition : using wearable sensors and smartphones /: using wearable sensors and smartphones. ([2014])
- Main Title:
- Human activity recognition : using wearable sensors and smartphones
- Further Information:
- Note: Miguel A. Labrador, Oscar D. Lara Yejas.
- Other Names:
- Labrador, Miguel A
Lara Yejas, Oscar D - Contents:
- Human Activity Recognition: Theory Fundamentals; Introduction; Human activity recognition approaches; Human activity recognition with wearable sensors; Human activity recognition problem; Structure of the book Human Activity Recognition; Design issues; Activity recognition methods; Evaluating HAR systems State of the Art in HAR Systems; Evaluation of HAR systems; Online HAR systems; Supervised offline systems; Semi-supervised approaches Incorporating Physiological Signals to Improve Activity Recognition Accuracy; Description of the system; Evaluation; Concluding remarks Enabling Real-Time Activity Recognition; Existing mobile real-time HAR systems; Proposed system; Evaluation; Concluding remarks New Fusion and Selection Strategies in Multiple Classifier Systems; Types of multiple classifier systems; Classifier-level approaches; Combination-level approaches; Probabilistic strategies in multiple classifier systems; Evaluation; Concluding remarks Conclusions; Summary of findings and results; Future research considerations HAR in an Android Smartphone: A Practical Guide; Introduction to Android; Android platform; Android application components Getting Ready to Develop Android Applications; Installing the software development environment; A Hello World application; Skeleton of an Android application; Running Android applications Using the Smartphone’s Sensors; An example application Bluetooth Connectivity in Android; Exchanging data with an external device via Bluetooth SavingHuman Activity Recognition: Theory Fundamentals; Introduction; Human activity recognition approaches; Human activity recognition with wearable sensors; Human activity recognition problem; Structure of the book Human Activity Recognition; Design issues; Activity recognition methods; Evaluating HAR systems State of the Art in HAR Systems; Evaluation of HAR systems; Online HAR systems; Supervised offline systems; Semi-supervised approaches Incorporating Physiological Signals to Improve Activity Recognition Accuracy; Description of the system; Evaluation; Concluding remarks Enabling Real-Time Activity Recognition; Existing mobile real-time HAR systems; Proposed system; Evaluation; Concluding remarks New Fusion and Selection Strategies in Multiple Classifier Systems; Types of multiple classifier systems; Classifier-level approaches; Combination-level approaches; Probabilistic strategies in multiple classifier systems; Evaluation; Concluding remarks Conclusions; Summary of findings and results; Future research considerations HAR in an Android Smartphone: A Practical Guide; Introduction to Android; Android platform; Android application components Getting Ready to Develop Android Applications; Installing the software development environment; A Hello World application; Skeleton of an Android application; Running Android applications Using the Smartphone’s Sensors; An example application Bluetooth Connectivity in Android; Exchanging data with an external device via Bluetooth Saving and Retrieving Data in an Android Smartphone; Shared preferences; Working with files; SQLite databases Feature Extraction; Data representation; Feature extraction computations Real-Time Classification in Smartphones Using WEKA; A first look into Weka; Weka API; Enabling Weka in an Android smartphone; Real-time activity recognition Bibliography Index … (more)
- Publisher Details:
- Boca Raton : CRC/Taylor & Francis
- Publication Date:
- 2014
- Copyright Date:
- 2014
- Extent:
- 1 online resource (xx, 187 pages), illustrations
- Subjects:
- 681/.2
Location-based services
Ubiquitous computing
Wearable computers
Location-based services
Ubiquitous computing
Wearable computers
Electronic books
Electronic books - Languages:
- English
- ISBNs:
- 9781466588288
1466588284
1466588276
9781466588271 - Related ISBNs:
- 9781466588271
- Notes:
- Note: Includes bibliographical references.
Note: Print version record. - Access Rights:
- Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
- Access Usage:
- Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library HMNTS - ELD.DS.144117
- Ingest File:
- 01_059.xml