| Course Name |
Radar, Sonar and Sismic Signal Processing
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Code
|
Semester
|
Theory
(hour/week) |
Application/Lab
(hour/week) |
Local Credits
|
ECTS
|
|
EEE 416
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FALL
|
2
|
2
|
3
|
5
|
| Prerequisites | EEE 301 To succeed (To get a grade of at least DD) or && EEE 309 To succeed (To get a grade of at least DD) | |||||
| Course Language | English | |||||
| Course Type | ELECTIVE_COURSE | |||||
| Course Level | First Cycle | |||||
| Mode of Delivery | Face to face | |||||
| Teaching Methods and Techniques of the Course |
Application: Experiment / Laboratory / Workshop Lecture/Presentation |
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| National Occupational Classification Code | - | |||||
| Course Coordinator |
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| Course Lecturer(s) |
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| Assistant(s) | - | |||||
| Course Objectives | This course aims to provide principles of radar signal processing from a digital signal processing perspective. It covers fundamental signal processing techniques essential for all radar systems, including target and interference models, matched filtering, waveform design, Doppler processing, and threshold detection and CFAR, as well as an introduction to synthetic apeture radar (SAR) imaging. | |||||||||||||||||||||||||||||||||||||||||||||||||||||
| Learning Outcomes |
The students who succeeded in this course;
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| Course Description | The course content includes an introduction to radar systems, fundamental radar signal processing, signal models, radar clutter and noise models, Doppler shift, pulsed radar systems, radar waveforms, the matched filter, the ambiguity function; Doppler processing, fundamentals of radar detection, introduction to synthetic aperture radar (SAR). | |||||||||||||||||||||||||||||||||||||||||||||||||||||
| Related Sustainable Development Goals |
-
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Core Courses |
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| Major Area Courses |
X
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| Supportive Courses |
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| Media and Managment Skills Courses |
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| Transferable Skill Courses |
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| Week | Subjects | Required Materials | Learning Outcome |
| 1 | Introduction to radar systems, review of signal processing concepts | Chapter 1. M. A. Richards, Fundamentals of Radar Signal Processing, ISBN: 978-0-07-060737-8 | LO1 |
| 2 | Signal models, radar clutter, noise models, and signal-to-noise ratio | Chapter 2. M. A. Richards, Fundamentals of Radar Signal Processing, ISBN: 978-0-07-060737-8 | LO2 |
| 3 | Signal models, radar clutter, noise models, and signal-to-noise ratio | Chapter 2. M. A. Richards, Fundamentals of Radar Signal Processing, ISBN: 978-0-07-060737-8 | LO2 |
| 4 | Frequency models, Doppler shift, spatial models | Chapter 2. M. A. Richards, Fundamentals of Radar Signal Processing, ISBN: 978-0-07-060737-8 | LO2 |
| 5 | Sampling and quantization in pulsed radar systems | Chapter 3. M. A. Richards, Fundamentals of Radar Signal Processing, ISBN: 978-0-07-060737-8 | LO2 |
| 6 | Sampling and quantization in pulsed radar systems | Chapter 3. M. A. Richards, Fundamentals of Radar Signal Processing, ISBN: 978-0-07-060737-8 | LO2 |
| 7 | Radar waveforms, the matched filter, the ambiguity function | Chapter 4. M. A. Richards, Fundamentals of Radar Signal Processing, ISBN: 978-0-07-060737-8 | LO3 |
| 8 | Midterm Exam | - | - |
| 9 | Radar waveforms, the matched filter, the ambiguity function | Chapter 4. M. A. Richards, Fundamentals of Radar Signal Processing, ISBN: 978-0-07-060737-8 | LO3 |
| 10 | Doppler processing, moving target indication, pulse pair processing | Chapter 5. M. A. Richards, Fundamentals of Radar Signal Processing, ISBN: 978-0-07-060737-8 | LO3 |
| 11 | Doppler processing, moving target indication, pulse pair processing | Chapter 5. M. A. Richards, Fundamentals of Radar Signal Processing, ISBN: 978-0-07-060737-8 | LO3 |
| 12 | Fundamentals of radar detection | Chapter 6. M. A. Richards, Fundamentals of Radar Signal Processing, ISBN: 978-0-07-060737-8 | LO4 |
| 13 | Constant false alarm rate (CFAR) detection | Chapter 7. M. A. Richards, Fundamentals of Radar Signal Processing, ISBN: 978-0-07-060737-8 | LO4 |
| 14 | Introduction to synthetic aperture radar (SAR) imaging | Chapter 8. M. A. Richards, Fundamentals of Radar Signal Processing, ISBN: 978-0-07-060737-8 | LO4 |
| 15 | Introduction to synthetic aperture radar (SAR) imaging | Chapter 8. M. A. Richards, Fundamentals of Radar Signal Processing, ISBN: 978-0-07-060737-8 | LO4 |
| 16 | Final Exam | - | - |
| Course Notes/Textbooks |
M. A. Richards “Fundamentals of Radar Signal Processing” McGrawHill 2005 ISBN 0071444742. |
| Suggested Readings/Materials | - |
| Semester Activities | Number | Weighting | LO1 | LO2 | LO3 | LO4 | LO5 |
| Midterm | 1 | 30 | X | X | X | ||
| Final Exam | 1 | 40 | X | X | X | ||
| Project | 1 | 30 | X | X | X | X | X |
| Total | 3 | 100 |
| Semester Activities | Number | Duration (Hours) | Workload |
|---|---|---|---|
| Participation | - | - | - |
| Theoretical Course Hours | 16 | 2 | 32 |
| Laboratory / Application Hours | 16 | 2 | 32 |
| Study Hours Out of Class | 14 | 2 | 28 |
| Field Work | - | - | - |
| Quizzes / Studio Critiques | - | - | - |
| Portfolio | - | - | - |
| Homework / Assignments | - | - | - |
| Presentation / Jury | - | - | - |
| Project | 1 | 20 | 20 |
| Seminar / Workshop | - | - | - |
| Oral Exams | - | - | - |
| Midterms | 1 | 16 | 16 |
| Final Exam | 1 | 22 | 22 |
| Total | 150 |
| # | PC Sub | Program Competencies/Outcomes | * Contribution Level | ||||
| 1 | 2 | 3 | 4 | 5 | |||
| 1 |
Engineering Knowledge: Knowledge of mathematics, science, basic engineering, computation, and related engineering discipline-specific topics; the ability to apply this knowledge to solve complex engineering problems. |
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| 1 |
Mathematics |
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| 2 |
Science |
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| 3 |
Basic Engineering |
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| 4 |
Computation |
LO5 | |||||
| 5 |
Related engineering discipline-specific topics |
LO1 LO2 LO3 LO4 | |||||
| 6 |
The ability to apply this knowledge to solve complex engineering problems |
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| 2 |
Problem Analysis: Ability to identify, formulate and analyze complex engineering problems using basic knowledge of science, mathematics and engineering, and considering the UN Sustainable Development Goals relevant to the problem being addressed. |
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| 3 |
Engineering Design: The ability to devise creative solutions to complex engineering problems; the ability to design complex systems, processes, devices or products to meet current and future needs, considering realistic constraints and conditions. |
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| 1 |
Ability to design creative solutions to complex engineering problems |
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| 2 |
Ability to design complex systems, processes, devices or products to meet current and future needs, considering realistic constraints and conditions |
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| 4 |
Use of Techniques and Tools: Ability to select and use appropriate techniques, resources, and modern engineering and computing tools, including estimation and modeling, for the analysis and solution of complex engineering problems, while recognizing their limitations. |
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| 5 |
Research and Investigation: Ability to use research methods to investigate complex engineering problems, including literature research, designing and conducting experiments, collecting data, and analyzing and interpreting results. |
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| 1 |
Literature research for the study of complex engineering problems |
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| 2 |
Designing experiments |
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| 3 |
Ability to use research methods, including conducting experiments, collecting data. analyzing and interpreting results |
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| 6 |
Global Impact of Engineering Practices: Knowledge of the impacts of engineering practices on society, health and safety, economy, sustainability, and the environment, within the context of the UN Sustainable Development Goals; awareness of the legal implications of engineering solutions. |
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| 1 |
Knowledge of the impacts of engineering practices on society, health and safety, economy, sustainability, and the environment, within the context of the UN Sustainable Development Goals |
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| 2 |
Awareness of the legal implications of engineering solutions |
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| 7 |
Ethical Behavior: Acting in accordance with the principles of the engineering profession, knowledge about ethical responsibility; awareness of being impartial, without discrimination, and being inclusive of diversity. |
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| 1 |
Acting in accordance with the principles of the engineering profession, knowledge about ethical responsibility ethical responsibility |
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| 2 |
Awareness of being impartial and inclusive of diversity, without discriminating on any subject |
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| 8 |
Individual and Teamwork: Ability to work effectively, individually and as a team member or leader on interdisciplinary and multidisciplinary teams (face-to-face, remote or hybrid). |
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| 1 |
Ability to work individually and within the discipline |
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| 2 |
Ability to work effectively as a team member or leader in multidisciplinary teams (face-to-face, remote or hybrid) |
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| 9 |
Verbal and Written Communication: Taking into account the various differences of the target audience (such as education, language, profession) on technical issues. |
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| 1 |
Ability to communicate verbally |
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| 2 |
Ability to communicate effectively in writing |
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| 10 |
Project Management: Knowledge of business practices such as project management and economic feasibility analysis; awareness of entrepreneurship and innovation. |
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| 1 |
Knowledge of business practices such as project management and economic feasibility analysis |
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| 2 |
Awareness of entrepreneurship and innovation |
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| 11 |
Lifelong Learning: Lifelong learning skills that include being able to learn independently and continuously, adapting to new and developing technologies, and thinking questioningly about technological changes. |
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*1 Lowest, 2 Low, 3 Average, 4 High, 5 Highest
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