Human activity recognition : using wearable sensors and smartphones /: using wearable sensors and smartphones. ([2014])

• Record Type: Book
• 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 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
• 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.