이 강좌에 대하여

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중급 단계

Basic knowledge of mathematics, electronics and programming in MATLAB.

완료하는 데 약 21시간 필요
영어
자막: 영어
공유 가능한 수료증
완료 시 수료증 획득
100% 온라인
지금 바로 시작해 나만의 일정에 따라 학습을 진행하세요.
유동적 마감일
일정에 따라 마감일을 재설정합니다.
중급 단계

Basic knowledge of mathematics, electronics and programming in MATLAB.

완료하는 데 약 21시간 필요
영어
자막: 영어

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상트 페테르부르크 주립 대학교 로고

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강의 계획 - 이 강좌에서 배울 내용

1

1

완료하는 데 4시간 필요

Remote health monitoring system hardware

완료하는 데 4시간 필요
11개 동영상 (총 70분), 4 개의 읽기 자료, 2 개의 테스트
11개의 동영상
The Structure of Remote Health Monitoring Systems5m
Problems Related to Hardware Development5m
Typical Scheme of an ECG Recording Channel3m
The Basics of Analog-to-Digital Conversion. Types of ADC5m
AFE Implementation for ECG Registration8m
Implementation of an AFE Evaluation Board8m
Basics of Arduino Platform Programming7m
A Simple Program for the Arduino Board8m
Arduino Peripheral Devices (UART, ADC, GPIO)6m
Programming an Arduino ADC7m
4개의 읽기 자료
Basics of remote monitoring systems design10m
Basics of Analog-to-digital convertion10m
Basics of Electrocardiography15m
Basics of Arduino10m
1개 연습문제
Remote health monitoring system hardware30m
2

2

완료하는 데 4시간 필요

Data Exchange Between Device And Personal Computer

완료하는 데 4시간 필요
7개 동영상 (총 62분), 3 개의 읽기 자료, 2 개의 테스트
7개의 동영상
COM-Port Setup in MATLAB5m
Package Data Transferring6m
Connecting Arduino Via Virtual COM-Port10m
Working with Arduino Hardware Support Package for MATLAB10m
Plotting Real-Time Data with Arduino Hardware Package10m
Saving Data from Arduino Virtual COM-Port9m
3개의 읽기 자료
Serial communication basics10m
Serial communication in MATLAB10m
New Reading20m
1개 연습문제
Data Exchange Basics20m
3

3

완료하는 데 4시간 필요

Preprocessing of Biomedical Signals

완료하는 데 4시간 필요
8개 동영상 (총 66분), 2 개의 읽기 자료, 2 개의 테스트
8개의 동영상
Noise in Biomedical Signals5m
Spectral Analysis Basics. The Fourier Transform7m
Alternative Spectral Estimation5m
Spectral Analysis in MATLAB13m
Digital Filters7m
Transfer Function8m
Filter Design Using MATLAB10m
2개의 읽기 자료
Spectral Estimation Approaches15m
Digital Filters13m
1개 연습문제
Biomedical signal preprocessing20m
4

4

완료하는 데 4시간 필요

Event Detection in Biomedical Signals

완료하는 데 4시간 필요
10개 동영상 (총 88분), 3 개의 읽기 자료, 2 개의 테스트
10개의 동영상
Feature Extraction Based on Signal Spectral Characteristics5m
Statistical Signal Processing Methods3m
Feature Extraction Using MATLAB11m
Peak Detection Algorithms6m
Simple Derivative-Based Algorithm for QRS Detection12m
Peak Detector in MATLAB17m
Feature Engineering in Accordance with the Task9m
Feature Engineering Example for an ECG Signal12m
Results Visualization and Analysis4m
3개의 읽기 자료
Feature Extraction10m
Peak Detection Algorithms12m
Multi-Dimensional Feature Space10m
1개 연습문제
Event detection in biomedical signals20m

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