Suparna Biswas: Machine Learning and Deep Learning in Human Activity Recognition and Fall Detection, Gebunden
Machine Learning and Deep Learning in Human Activity Recognition and Fall Detection
- Algorithms, Frameworks, and Applications for Sustainable Healthcare

Sie können den Titel schon jetzt bestellen. Versand an Sie erfolgt gleich nach Verfügbarkeit.
- Verlag:
- Springer-Verlag GmbH, 03/2026
- Einband:
- Gebunden
- Sprache:
- Englisch
- ISBN-13:
- 9783032092403
- Artikelnummer:
- 12460195
- Sonstiges:
- Approx. 150 p. 50 illus. in color.
- Erscheinungstermin:
- 13.3.2026
- Serie:
- Signals and Communication Technology
- Hinweis
-
Achtung: Artikel ist nicht in deutscher Sprache!
Klappentext
This book presents research into the domain of Human Activity Recognition (HAR) and Fall Detection (FD), with a focus on the seamless monitoring and support of elderly people. The author shows how current HAR and FD technologies have application in disease monitoring, prediction and identification, as well real-time facilitating early diagnosis of symptom-based disease identification, prediction, and detection. The author discusses existing infrastructure that supports this ecosystem, comprising smartphones, WiFi, 3G/4G Internet connectivity, and low-cost wearable sensors for sustainable health monitoring and care. The book presents smart technologies such as machine learning, deep learning, and Internet of Things that are applied for sensor data analysis and knowledge extraction towards accurate identification of activities and fall events with pre-fall postures in real time. The author also shows how smart and seamless health monitoring and care ecosystem fits with traditional healthcare system for sustainable solutions.
- Presents smart technologies for sustainable health monitoring and care targeted for the elderly;
- Discusses techniques for privacy surrounding Human Activity Recognition (HAR) and Fall Detection (FD);
- Includes case studies, scenario-based studies, sponsored projects, prototypes and successful applications.
Mehr von Signals and Com...
-
Phuong T. TranDeveloping MATLAB Comprehensive Simulation for 5G/6G Wireless CommunicationsBuchAktueller Preis: EUR 175,23
-
Transformative Cloud Computing, IoT and Extended RealityBuchAktueller Preis: EUR 186,19
-
Rohit ThankiArtificial Intelligence for Early Detection and Diagnosis of Oral CancerBuchAktueller Preis: EUR 54,75
-
Distributed Ledger Technology in CommunicationBuchAktueller Preis: EUR 131,42
