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Bücher Englische Bücher Wissen & Bildung Naturwissenschaft, Medizin, Informatik, Technik Informatik & EDV Datenkommunikation & Netzwerke Mobile Technologies for Smart Healthcare System Design
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Mobile Technologies for Smart Healthcare System Design
Xiaonan Guo, Yan Wang, Jerry Cheng, Yingying (Jennifer) Chen (Gebundene Ausgabe, Englisch)
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Beschreibung
This book offers a comprehensive examination of mobile technologies in healthcare. It starts by covering wireless solutions, including WiFi signals and mmWave technology for activity recognition, fitness assistance, and eating habit monitoring. The discussion extends to wearable technologies that focus on personal fitness and injury prevention, highlighting the innovative use of PPG sensors in… wearables, which enable gesture recognition and user authentication. Based on thorough analyses on the challenges of designing robust mobile healthcare systems, this book addresses the difficulty of gathering accurate and reliable sensor data amidst the variability of human activities. It explores solutions using advanced sensing modalities, such as WiFi, mmWave, and PPG sensors, and robust algorithms for feature extraction to interpret activities, gestures, and biometrics. It also tackles system robustness across diverse environments and practical issues such as reducing training efforts, handling motion artifacts, and the implementation of these systems using commercially available devices. The primary audience for this book targets computer science students and researchers working in mobile computing, smart healthcare, human-computer interaction and artificial intelligence/machine learning. Professionals and consultants focused on advancing mobile-based healthcare solutions will want to purchase this book as a reference. Dieses Produkt haben wir gerade leider nicht auf Lager.
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Technische Daten
Erscheinungsdatum
12.09.2024
Sprache
Englisch
EAN
9783031573446
Herausgeber
Springer International Publishing
Serien- oder Bandtitel
Wireless Networks
Sonderedition
Nein
Autor
Xiaonan Guo, Yan Wang, Jerry Cheng, Yingying (Jennifer) Chen
Seitenanzahl
213
Einbandart
Gebundene Ausgabe
Schlagwörter
Mobile healthcare, activity recognition, WiFi sensing, millimeter wave, photoplethysmography,, gesture recognition, sign language, user authentication, machine learning, deep learning, signal processing, channel state information, domain adaptation, generative adversarial networks, Doppler effect, spatial-temporal representations, adaptive training
Thema-Inhalt
UKN - Netzwerk-Hardware
TJKW - Drahtlostechnologie
UXT - Computeranwendungen in Industrie und Technologie
Höhe
235 mm
Breite
15.5 cm
Hersteller: Springer, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com, Springer Nature Customer Service Center GmbH
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