FACULTY OF ENGINEERING

Department of Biomedical Engineering

BME 429 | Course Introduction and Application Information

Course Name
Biomedical Signal Processing Using MATLAB
Code
Semester
Theory
(hour/week)
Application/Lab
(hour/week)
Local Credits
ECTS
BME 429
Fall/Spring
2
2
3
6

Prerequisites
None
Course Language
English
Course Type
Elective
Course Level
First Cycle
Mode of Delivery -
Teaching Methods and Techniques of the Course -
Course Coordinator
Course Lecturer(s)
Assistant(s) -
Course Objectives The objective of this course is to teach the students how to simulate, and process biological signals on a computer using MATLAB environment, digital filter design and applications.
Learning Outcomes The students who succeeded in this course;
  • Explain computer simulations of digital biological signals
  • Measure the analysis of input-output relations of systems
  • Model the frequency analysis of digital signals in computer environment
  • Design digital filters in MATLAB environment
  • Develop digital filters to solve problems encountered in Biomedical Engineering
Course Description This course covers the implementation of digital signal processing methods and algorithms using MATLAB software in computer environment. It covers simulations of discrete time signals and systems, frequency analysis, system analysis and implementation, digital filter designs and biomedical engineering applications.

 



Course Category

Core Courses
Major Area Courses
X
Supportive Courses
Media and Management Skills Courses
Transferable Skill Courses

 

WEEKLY SUBJECTS AND RELATED PREPARATION STUDIES

Week Subjects Related Preparation
1 Introduction to MATLAB software environment Chap 1. James H. McClellan, Ronald W. Schafer, and Mark Yoder, Digital Signal Processing First, Global Ed, 2/E, Pearson, 2017, ISBN: 9781292113869
2 Generation of discrete time signals Chap 2. James H. McClellan, Ronald W. Schafer, and Mark Yoder, Digital Signal Processing First, Global Ed, 2/E, Pearson, 2017, ISBN: 9781292113869
3 Discrete time signal analysis Chap 2. James H. McClellan, Ronald W. Schafer, and Mark Yoder, Digital Signal Processing First, Global Ed, 2/E, Pearson, 2017, ISBN: 9781292113869
4 Simulation of discrete time systems Chap 3. James H. McClellan, Ronald W. Schafer, and Mark Yoder, Digital Signal Processing First, Global Ed, 2/E, Pearson, 2017, ISBN: 9781292113869
5 Analysis of discrete time systems Chap 3. James H. McClellan, Ronald W. Schafer, and Mark Yoder, Digital Signal Processing First, Global Ed, 2/E, Pearson, 2017, ISBN: 9781292113869
6 Frequency domain analysis of signals Chap 4. James H. McClellan, Ronald W. Schafer, and Mark Yoder, Digital Signal Processing First, Global Ed, 2/E, Pearson, 2017, ISBN: 9781292113869
7 Analysis of systems in the frequency domain Chap 4. James H. McClellan, Ronald W. Schafer, and Mark Yoder, Digital Signal Processing First, Global Ed, 2/E, Pearson, 2017, ISBN: 9781292113869
8 System analysis in MATLAB Chap 5. James H. McClellan, Ronald W. Schafer, and Mark Yoder, Digital Signal Processing First, Global Ed, 2/E, Pearson, 2017, ISBN: 9781292113869
9 System analysis in MATLAB Chap 5. James H. McClellan, Ronald W. Schafer, and Mark Yoder, Digital Signal Processing First, Global Ed, 2/E, Pearson, 2017, ISBN: 9781292113869
10 Realization of LTI systems in MATLAB Chap 5. James H. McClellan, Ronald W. Schafer, and Mark Yoder, Digital Signal Processing First, Global Ed, 2/E, Pearson, 2017, ISBN: 9781292113869
11 Digital filter design Chap 6. James H. McClellan, Ronald W. Schafer, and Mark Yoder, Digital Signal Processing First, Global Ed, 2/E, Pearson, 2017, ISBN: 9781292113869
12 FIR and IIR filter design methods Chap 6. James H. McClellan, Ronald W. Schafer, and Mark Yoder, Digital Signal Processing First, Global Ed, 2/E, Pearson, 2017, ISBN: 9781292113869
13 Filtering of biomedical signals in MATLAB Chap 7. James H. McClellan, Ronald W. Schafer, and Mark Yoder, Digital Signal Processing First, Global Ed, 2/E, Pearson, 2017, ISBN: 9781292113869
14 Filtering of biomedical signals in MATLAB Chap 8,10. James H. McClellan, Ronald W. Schafer, and Mark Yoder, Digital Signal Processing First, Global Ed, 2/E, Pearson, 2017, ISBN: 9781292113869
15 Review of the course
16 Final Exam

 

Course Notes/Textbooks

James H. McClellan, Ronald W. Schafer, and Mark Yoder, Digital Signal Processing First, Global Ed, 2/E, Pearson, 2017, ISBN: 9781292113869

Suggested Readings/Materials

 

EVALUATION SYSTEM

Semester Activities Number Weigthing
Participation
Laboratory / Application
1
30
Field Work
Quizzes / Studio Critiques
Portfolio
Homework / Assignments
1
30
Presentation / Jury
Project
Seminar / Workshop
Oral Exams
Midterm
Final Exam
1
40
Total

Weighting of Semester Activities on the Final Grade
2
60
Weighting of End-of-Semester Activities on the Final Grade
1
40
Total

ECTS / WORKLOAD TABLE

Semester Activities Number Duration (Hours) Workload
Theoretical Course Hours
(Including exam week: 16 x total hours)
16
2
32
Laboratory / Application Hours
(Including exam week: '.16.' x total hours)
16
2
32
Study Hours Out of Class
14
4
56
Field Work
0
Quizzes / Studio Critiques
0
Portfolio
0
Homework / Assignments
1
42
42
Presentation / Jury
0
Project
0
Seminar / Workshop
0
Oral Exam
0
Midterms
0
Final Exam
1
18
18
    Total
180

 

COURSE LEARNING OUTCOMES AND PROGRAM QUALIFICATIONS RELATIONSHIP

#
Program Competencies/Outcomes
* Contribution Level
1
2
3
4
5
1

To have adequate knowledge in Mathematics, Science and Biomedical Engineering; to be able to use theoretical and applied information in these areas on complex engineering problems.

2

To be able to identify, define, formulate, and solve complex Biomedical Engineering problems; to be able to select and apply proper analysis and modeling methods for this purpose.

3

To be able to design a complex system, process, device or product under realistic constraints and conditions, in such a way as to meet the requirements; to be able to apply modern design methods for this purpose.

X
4

To be able to devise, select, and use modern techniques and tools needed for analysis and solution of complex problems in Biomedical Engineering applications.

X
5

To be able to design and conduct experiments, gather data, analyze and interpret results for investigating complex engineering problems or Biomedical Engineering research topics.

X
6

To be able to work efficiently in Biomedical Engineering disciplinary and multi-disciplinary teams; to be able to work individually.

X
7

To be able to communicate effectively in Turkish, both orally and in writing; to be able to author and comprehend written reports, to be able to prepare design and implementation reports, to present effectively, to be able to give and receive clear and comprehensible instructions.

8

To have knowledge about global and social impact of Biomedical Engineering practices on health, environment, and safety; to have knowledge about contemporary issues as they pertain to engineering; to be aware of the legal ramifications of engineering solutions.

X
9

To be aware of ethical behavior, professional and ethical responsibility; to have knowledge about standards utilized in engineering applications.

10

To have knowledge about industrial practices such as project management, risk management, and change management; to have awareness of entrepreneurship and innovation; to have knowledge about sustainable development.

11

To be able to collect data in the area of Biomedical Engineering, and to be able to communicate with colleagues in a foreign language.

12

To be able to speak a second foreign language at a medium level of fluency efficiently.

13

To recognize the need for lifelong learning; to be able to access information, to be able to stay current with developments in science and technology; to be able to relate the knowledge accumulated throughout the human history to Biomedical Engineering.

*1 Lowest, 2 Low, 3 Average, 4 High, 5 Highest

 


Social Media

NEWS |ALL NEWS

Izmir University of Economics
is an establishment of
izto logo
Izmir Chamber of Commerce Health and Education Foundation.
ieu logo

Sakarya Street No:156
35330 Balçova - İzmir / Turkey

kampus izmir

Follow Us

İEU © All rights reserved.