Description |
1 online resource : illustrations |
|
1 online resource |
Series |
ACSP - analog circuits and signal processing |
|
Analog circuits and signal processing series.
|
Contents |
Preface -- Acknowledgments -- Abbreviations -- Contents -- List of Figures -- List of Tables -- Chapter 1: Introduction -- 1.1 Remote Monitoring System (RMS) -- 1.1.1 Key Enabling Technologies -- 1.1.2 Economical Impact -- 1.2 Electrocardiographic Signal -- 1.3 Cardiac Arrhythmias -- 1.4 The Problem with Existing Cardiac Arrhythmia Automatic Diagnostic Solutions -- 1.5 Proposed Solutions and Book Contribution -- 1.6 Goal of the Work -- 1.7 Book Outline -- Chapter 2: Literature Review -- 2.1 Cardiovascular Diseases -- 2.1.1 Mortality |
|
2.1.2 Prevalence2.2 ECG Filtering: A Review -- 2.3 ECG Feature Extraction Techniques: A Review -- 2.4 ECG Classification Techniques: A Review -- 2.4.1 Support Vector Machine (SVM) -- 2.4.2 Artificial Neural Network (ANN) -- 2.4.3 Hidden Markov Model (HMM) -- 2.4.4 Linear Discriminant Analysis (LDA) -- 2.4.5 Naive Bayes -- 2.4.6 Hybrid Methods -- 2.5 Hardware Implementation of ECG Signal Processing Systems: A Review -- 2.5.1 State-of-the-Art -- Chapter 3: System Design and Development -- 3.1 ECG Databases -- 3.2 Analytical Methods for ECG Preprocessing |
|
3.2.1 QRS Complex Detection3.2.2 T and P Wave Delineation -- 3.3 Feature Extraction -- 3.3.1 Short-Term ECG Features -- 3.3.2 Statistical Analysis -- 3.3.3 Information Gain Attribute Evaluation -- 3.4 Classification Using Naive Bayes -- 3.4.1 Classification Procedure -- Chapter 4: Hardware Design and Implementation -- 4.1 System Architecture -- 4.2 Design of the Preprocessing Stage -- 4.2.1 Realization of QRS Complex Detection -- 4.2.2 Realization of T and P Wave Delineation -- 4.3 Design of the Classification Stage -- 4.4 ASIC Implementation |
|
4.4.1 Set Specifications and Prepare the Golden Model4.4.2 RTL Coding and Testbench -- 4.4.3 Synthesis -- 4.4.4 IC Compiler (ICC) -- 4.4.5 Chip Finishing -- Chapter 5: Performance and Results -- 5.1 Matlab Simulation Results -- 5.1.1 Performance of the Preprocessing Stage: Part 1 -- 5.1.2 Performance of the Feature Extraction Stage -- 5.1.2.1 Performance of Individual Features -- 5.1.2.2 Performance of Feature Combinations -- 5.1.3 Performance of the Classification Stage: Part 1 -- 5.1.4 Comparison to Published Work: Part 1 |
|
5.2 ASIC Implementation Results5.2.1 Performance of the Preprocessing Stage: Part 2 -- 5.2.2 Performance of the Classification Stage: Part 2 -- 5.2.3 Comparison to Published Work: Part 2 -- 5.3 First Tapeout -- 5.3.1 Testing and Implementation -- Chapter 6: Conclusions -- Bibliography |
Bibliography |
Includes bibliographical references and index |
Subject |
Heart rate monitoring.
|
|
Cardiovascular instruments, Implanted.
|
|
Patient monitoring.
|
|
Cardiac pacemakers.
|
|
Ambulatory electrocardiography.
|
|
Electrocardiography, Ambulatory
|
|
Monitoring, Physiologic
|
|
Pacemaker, Artificial
|
|
Computer architecture & logic design.
|
|
Biomedical engineering.
|
|
Circuits & components.
|
|
MEDICAL -- Gynecology & Obstetrics.
|
|
Ambulatory electrocardiography
|
|
Cardiac pacemakers
|
|
Cardiovascular instruments, Implanted
|
|
Heart rate monitoring
|
|
Patient monitoring
|
Form |
Electronic book
|
Author |
Saleh, Hani, author
|
|
Bayasi, Nourhan, author
|
|
Mohammad, Baker, author
|
|
Ismail, Mohammed, author
|
ISBN |
9783319639734 |
|
3319639730 |
|