Secure Edge Computing

Chapter 11

AI-Aided Secured ECG Live Edge Monitoring System with a Practical Use-Case

Amit Kumar, Tahrat Tazrin, Arti Sharma, Shivani Chaskar, and Sadman Sakib

Lakehead University, Canada

Mostafa M. Fouda

Idaho State University, USA

Zubair Md Fadlullah

Lakehead University, CanadaThunder Bay Regional Health Research Institute (TBRHRI), Canada

CONTENTS

11.1 Introduction

11.1.1 Background

11.1.2 Problem Statement

11.1.3 Objective and Scope

11.2 Related Work

11.3 Proposed AI-Based System Architecture

11.3.1 Block Diagram

11.3.2 Data Collection and Pre-Processing Steps

11.3.3 Detecting Heart Abnormalities Using AI-Aided Techniques

11.4 Considered Smart ECG Monitoring System

11.4.1 Edge Hardware Components

11.4.1.1 System-on-a-Chip (SoC) Model ...