{"product_id":"human-activity-recognition-using-wearable-sensors-and-smartphones-9781466588271","title":"Human Activity Recognition: Using Wearable Sensors and Smartphones","description":"\u003cp\u003e • Author(s): Miguel A. Labrador\u003cbr\u003e • Publisher: Taylor \u0026amp; Francis\u003cbr\u003e • Publisher Imprint: CRC Press\u003cbr\u003e • BISAC: Machine Theory\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cem\u003eLearn How to Design and Implement HAR Systems \u003c\/em\u003e\u003c\/p\u003e\u003cp\u003eThe 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. \u003cstrong\u003eHuman Activity Recognition: Using Wearable Sensors and Smartphones\u003c\/strong\u003e 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. \u003c\/p\u003e\u003cp\u003eDeveloped from the authors' nearly four years of rigorous research in the field, the book covers the theory, fundamentals, and applications of human activity recognition (HAR). The authors examine how machine learning and pattern recognition tools help determine a user's activity during a certain period of time. They propose two systems for performing HAR: Centinela, an offline server-oriented HAR system, and Vigilante, a completely mobile real-time activity recognition system. The book also provides a practical guide to the development of activity recognition applications in the Android framework.\u003c\/p\u003e","brand":"Taylor \u0026 Francis","offers":[{"title":"Hardcover","offer_id":45236477821079,"sku":"9781466588271","price":12300.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781466588271.webp?v=1769213197","url":"https:\/\/atlanticbooks.com\/products\/human-activity-recognition-using-wearable-sensors-and-smartphones-9781466588271","provider":"Atlantic Books","version":"1.0","type":"link"}