Menu
Zjistit stav objednávky
Kontaktujte nás
Kniha Smartphone Sensor-based Human Activity Recognition System Nurul Amin Choudhury

Smartphone Sensor-based Human Activity Recognition System

In-Depth Design Analysis with New Tools and Techniques

Autor: Nurul Amin Choudhury, Badal Soni
Jazyk: Angličtina
Vazba: Pevná
Vydavatel: Springer, Berlin
Dostupnost: U nakladatele na objednávku
Odesíláme za 17-27 dnů
4 021 Kč
This book provides an in-depth analysis of the design and implementation of a smartphone sensor-base...

Informace o knize

Autor
Nurul Amin Choudhury, Badal Soni
Jazyk
Angličtina
Vazba
Kniha - Pevná
Vydáno
2026
Stránek
153
EAN
9789819572052
Enbook ID
50310473
Vydavatel
Springer, Berlin
Hmotnost
297
Rozměry
155 x 235

Kompletní popis

This book provides an in-depth analysis of the design and implementation of a smartphone sensor-based Human Activity Recognition (HAR) system using advanced learning models. It offers detailed insights into key advancements and future directions for HAR system development. The content includes a comprehensive literature review on wearable sensor-based HAR, along with descriptions of publicly available datasets for building HAR systems. To overcome the limitations of existing sensor-based HAR systems, the book emphasizes the creation of a robust HAR dataset in uncontrolled environments. This dataset is developed using built-in smartphone sensors, enabling real-time activity classification. The book presents multiple effective and optimized classifiers for developing efficient HAR systems, leveraging both self-generated and publicly available data.

The book demonstrates high effectiveness in real-time activity classification and addresses common challenges such as class imbalance and domain shift. It provides practical methodologies and techniques to enhance HAR system performance. This book is an essential resource for professionals, healthcare practitioners, academics, researchers, and students specializing in health applications, signal processing, machine learning, ensemble learning, and deep learning. It offers extensive analysis and actionable insights for investigators, helping streamline product development through intelligent learning algorithms in the field of Human Activity Recognition.

 

Mohlo by vás zajímat

Soap Crafting

Anne Marie Faiola
380 Kč

Smart Nanomaterials

Santosh Kumar Parida
5 021 Kč

Social Science Education for Just and Sustaining Societies

Sara B. Demoiny
3 160 Kč

Zákaznicí kteří koupili tuto knihu koupili také

So backt Südtirol

Heinrich Gasteiger
759 Kč

Sobre los huesos de los muertos

Olga Tokarczuk
416 Kč

Société d'exercice libéral 2023/2024. 7e éd. - SPFPL . Création . Gestion . Evolution

Christian Laurent
1 568 Kč

Soeurs de choeur

Loyer
319 Kč