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Книга Smartphone-Based Human Activity Recognition Jorge Luis Reyes Ortiz

Smartphone-Based Human Activity Recognition

Автор: Jorge Luis Reyes Ortiz
Език: Английски език
Корици: С меки корици
Издател: Springer International Publishing AG
Наличност: Външен склад
Изпращаме след 8-11 дни
105.06 € 205.48 лв
The book reports on the author's original work to address the use of today's state-of-the-art smartp...

Информация за книгата

Автор
Jorge Luis Reyes Ortiz
Език
Английски език
Корици
Книга - С меки корици
Издадена
2016
страници
133
EAN
9783319367705
ISBN
3319367706
Enbook ID
15193950
Издател
Springer International Publishing AG
Теглоt
2526
Размери
155 x 235 x 9

Пълно описание

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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