Biomedical Signal Processing-415 BMT
New : PPT presentation (Chapter 1).
SYLLABUS
1. Program Title: Dgital Signal Processing
2. Program code and number: BMT 415
3. Faculty member responsible for the program: Dr. Ali Saad
4. Qualification required for faculty member: Ph.D. or M.Sc.
5. No. of units/Credit hours: 3 hrs.
6. level at which this course is offered: 8
7. Pre-requisites: Math courses. (222-223 BMT)
8. Co-requisites: NA
9. General Goal of program:
· Understand basics of digital signal processing.
· Application of digital signal processing to biomedical signals
· Develop an ability to design and analyze signal processing systems.
10. Short Description of the course: Understand and design of signal processing system. Sampling and quantization of continuous signal, operate on digital signal , interpolation, decimation, shift, convolution, correlation... , System analysis using Fourier Transform, analysis of digital system with Z-transform. Numerical filters design.
11. Topics to be covered
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Topic |
No of
Weeks |
Total hours |
Lecture |
Tutorial/ Practical |
|
Discrete Signals
Decimation and interpolations
Aliasing and sampling
Sampling and Quantization
Ideal sampling
Sampling interpolation and signal recovery
Quantization
Digital processing of analogue signal |
3 |
9 |
3 |
6 |
|
Discrete Convolution
Discrete convolution
Convolution properties
Convolution of finite Sequences
Stability and causality of Linear time system (LTI)
System response to periodic inputs
Periodic convolution
Deconvolution
Discrete correlation |
2 |
4 |
1.5 |
2 |
|
The Z-transform
the 2 sided Z-transform
properties of the z-transform
The transfer function
The inverse z-transform
The one sided z-transform
The z-transform and system analysis |
2 |
6 |
2 |
4 |
|
Applications of the z-transform
Transfer function realization
Interconnected system
The frequency response : A graphical interpretation |
1 |
3 |
1 |
2 |
|
Fourier Transform (FT)and appilication on system analysis
Introduction (Fourier Series)
Fourier Transform Pairs and properties
System analysis Using FT
Frequency response of Filters |
2 |
6 |
2 |
4 |
|
Digital filters -IIR (Infinite Impulse response)
IIR filter design
Response matching
FIR (Finite Impulse response)
Symmetric Sequence and linear phase
Window-based design
Applications |
2 |
6 |
2 |
4 |
- Teaching Strategies, program Outcomes, and methods of Assessment:
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Knowledge |
Cognitive Skills |
Interpersonal Skills and Responsibility |
Analytic and Communication skills. |
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Teaching Strategies |
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program Outcomes |
Sampling and quantization
,Manipulate a digital signal, interpolation, decimation, shift, convolution, correlation |
Numerical filters design. Analysis of digital system with Z-transform. System analysis using Fourier Transform,
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Home works and practical helps student to works together in groups, and train them to assume responsibility in writing reports and deliver them at time. |
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methods of Assessment |
2 mid-terms written exams (40)and one final written exam (40)+ practical exam and reports (20) |
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- Teaching Sources:
a) Books or notes: Analog and Digital signal processing, second edition, Ashok Ambardar, brooks/Cole publishing company, 1999.
b) Extra references: NA
c) Electronic sources: NA
d) Teaching aids: NA
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Date of approval of program specification |
Date of major program review |
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