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Kniha Smartphone-Based Human Activity Recognition Jorge Luis Reyes Ortiz

Smartphone-Based Human Activity Recognition

Autor: Jorge Luis Reyes Ortiz
Jazyk: Angličtina
Vazba: Pevná
Vydavatel: Springer International Publishing AG
Dostupnost: Skladem u dodavatele v malém množství
Odesíláme za 11-15 dnů
2 567 Kč
The book reports on the author's original work to address the use of today's state-of-the-art smartp...

Informace o knize

Autor
Jorge Luis Reyes Ortiz
Jazyk
Angličtina
Vazba
Kniha - Pevná
Vydáno
2015
Stránek
133
EAN
9783319142739
ISBN
3319142739
Enbook ID
09105224
Vydavatel
Springer International Publishing AG
Hmotnost
386
Rozměry
165 x 244 x 14

Kompletní popis

The book reports on the author's original work to address the use of today's state-of-the-art smartphones for human physical activity recognition. By exploiting the sensing, computing and communication capabilities currently available in these devices, the author developed a novel smartphone-based activity-recognition system, which takes into consideration all aspects of online human activity recognition, from experimental data collection, to machine learning algorithms and hardware implementation. The book also discusses and describes solutions to some of the challenges that arose during the development of this approach, such as real-time operation, high accuracy, low battery consumption and unobtrusiveness. It clearly shows that it is possible to perform real-time recognition of activities with high accuracy using current smartphone technologies. As well as a detailed description of the methods, this book also provides readers with a comprehensive review of the fundamental concepts in human activity recognition. It also gives an accurate analysis of the most influential works in the field and discusses them in detail. This thesis was supervised by both the Universitat Politčcnica de Catalunya (primary institution) and University of Genoa (secondary institution) as part of the Erasmus Mundus Joint Doctorate in Interactive and Cognitive Environments.

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