دانلود کتاب IoT Technologies for HealthCare: 9th EAI International Conference, HealthyIoT 2022, Braga, Portugal, November 16-18, 2022, Proceedings

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Preface
Conference Organization
Contents
Analysis of Measurement Data in IoT Technologies for Health
Automatic Wardrobe for Blind People
1 Introduction
2 Previous Work
3 System Overview
4 Hardware Architecture
4.1 Illumination
4.2 Prototype Design
5 Software Architecture
6 Preliminary Results
7 Conclusions and Future Work
References
Heart Rate Evaluation by Smartphone: An Overview
1 Introduction
2 Contact-Based Measurement Methods
3 Contactless Measurement Methods
4 Conclusions
References
A Low-Cost Open-Source Bionic Hand Controller: Preliminary Results and Perspectives
1 Introduction
2 Study of Mechanomyographic Alternatives to EMG Sensors
3 Electromyography with Novel Electrodes
4 Bionic Hand Controller
5 Platform with Integration of EMG and MMG Signals
5.1 Preliminary Tests
6 Discussion and Conclusions
References
Preliminary Study on Gender Identification by Electrocardiography Data
1 Introduction
2 Methods
2.1 Study Design and Participants
2.2 Feature Extraction
2.3 Description of the Method
3 Results
3.1 Data Acquisition
3.2 Results by Gender
4 Discussions and Conclusions
References
Exploiting Blood Volume Pulse and Skin Conductance for Driver Drowsiness Detection
1 Introduction
2 Materials and Methods
2.1 Experimental Setup and Acquisition Device
2.2 Data Acquisition Protocol
3 Data Processing
4 Results
5 Conclusions and Future Works
References
Skin Conductance Under Acoustic Stimulation: Analysis by a Portable Device
1 Introduction
2 Background
2.1 Commercial Portable Devices for SC Acquisition
3 Materials and Methods
3.1 Prototype Components
3.2 Data Collection Protocol
3.3 Data Processing
4 Results and Discussion
5 Conclusion
References
IoT Applications in Research and Clinical Practice
Multivariate Classification of Mild and Moderate Hearing Loss Using a Speech-in-Noise Test for Hearing Screening at a Distance
1 Introduction
2 Methods
2.1 Participants and Procedure
2.2 Data Analysis
3 Results
4 Discussion
5 Conclusions
References
A Preliminary Prototype of Smart Healthcare Modular System for Cardiovascular Diseases Remote Monitoring
1 Introduction
2 Vital Parameters of Interest
3 General System Description
3.1 Data Acquisition Block
3.2 Data Collection Block
3.3 Backend PC Block
3.4 Employed Communication Protocol
3.5 Developed Software
3.6 MQTT Publisher-Broker Data Exchange and Connection (Publisher Side)
4 Algorithm for ECG Signal Manipulation and Peaks Detection: Preliminary Results
5 Conclusions
References
Gender Classification Using nonstandard ECG Signals - A Conceptual Framework of Implementation
1 Introduction
2 Data
2.1 ALLAB Dataset
2.2 CYBHi Dataset
3 Methodology
3.1 Data Preparation and Feature Extraction
3.2 Classifiers
3.3 Train and Leave-One-Dataset-Out Validation
4 Results
5 Discussion
6 Conclusion
References
Designing a Soft-Actuated Smart Garment for Postural Control and Fall Prevention in Elderly Women
1 Introduction
2 Method
2.1 Soft Posture Detection
2.2 Soft Actuation
2.3 Garment Design
3 Results
3.1 Experimental Analysis
3.2 The Pneumatic Actuators: Qualitative Experimental Analysis of the Tactile-Compressive Function
4 Conclusion
References
Cultivate Smart and Healthy Ageing
1 Introduction
2 Literature Review
2.1 Changes in Visual Function
2.2 Decline in Hearing
2.3 Sense of Touch, the Perception of Temperature, Mobility Limitation Levels, and Balance
2.4 Cognitive Aging and Age-Related Changes in Memory
3 Age-friendly, Integrated, Intergenerational Neighborhoods
4 Evaluation Results
5 Conclusion and Future Work
References
Application of KNN for Fall Detection on Qualcomm SoCs
1 Introduction
2 Architectural Models for IoT Based Fall Detection Systems with Wearable End Devices
3 Machine Learning
4 K Nearest Neighbor Classification Algorithm (KNN)
5 Dataset and Data Preparation
6 Results and Discussions
7 Summary and Conclusions
References
Assessment of Human Activity Classification Algorithms for IoT Devices*-4pt
1 Introduction
2 Materials and Methods
2.1 FMCW Radar
2.2 Overview of CNNs
2.3 VGG
2.4 InceptionV3
2.5 Residual Network (ResNet)
2.6 Xception
2.7 Optimizers
3 Proposed Methodology
4 Experiments and Results
5 Conclusions
References
Author Index