By Jorge Luis Reyes Ortiz
ISBN-10: 3319142739
ISBN-13: 9783319142739
The ebook experiences at the author’s unique paintings to handle using today’s state of the art smartphones for human actual task reputation. by way of exploiting the sensing, computing and verbal exchange features at present to be had in those units, the writer built a unique smartphone-based activity-recognition approach, which takes under consideration all features of on-line human task attractiveness, from experimental info assortment, to computer studying algorithms and implementation. The booklet additionally discusses and describes strategies to a few of the demanding situations that arose through the improvement of this method, resembling real-time operation, excessive accuracy, low battery intake and unobtrusiveness. It sincerely exhibits that it's attainable to accomplish real-time reputation of actions with excessive accuracy utilizing present cellphone applied sciences. in addition to an in depth description of the tools, this booklet additionally presents readers with a complete assessment of the basic options in human task reputation. It additionally provides a correct research of the main influential works within the box and discusses them intimately. This thesis used to be supervised via either the Universitat Politècnica de Catalunya (primary establishment) and college of Genoa (secondary establishment) as a part of the Erasmus Mundus Joint Doctorate in Interactive and Cognitive Environments.
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Smartphone-Based Human Activity Recognition (Springer Theses) by Jorge Luis Reyes Ortiz
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