About this Course

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Intermediate Level
Approx. 16 hours to complete
English

What you will learn

  • The difference between continuous and discrete time

  • Sampling and interpolation

  • Quantization, A/D and D/A converters

  • Multirate signal processing

Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Flexible deadlines
Reset deadlines in accordance to your schedule.
Intermediate Level
Approx. 16 hours to complete
English

Offered by

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École Polytechnique Fédérale de Lausanne

Syllabus - What you will learn from this course

Week
1

Week 1

6 hours to complete

Module 3.1: Interpolation and Sampling

6 hours to complete
10 videos (Total 65 min), 9 readings, 1 quiz
10 videos
3.1.1.b Continuous-time signal processing7m
3.1.1.c Bandlimited functions2m
3.1.2.a Polynomial interpolation10m
3.1.2.b Local interpolation6m
3.2.1.c Sinc interpolation4m
3.1.3.a The spectrum of interpolated signals5m
3.1.3.b The space of bandlimited functions6m
3.1.3.c The sampling theorem6m
Signal of the Day: Fukushima7m
9 readings
Welcome to DSP Three!5m
Introduction2m
What have we learned?5m
Introduction1m
What have we learned?10m
Introduction2m
What have we learned?5m
Practice homework1h
Further reading4m
1 practice exercise
Homework for Module 3.12h
Week
2

Week 2

3 hours to complete

Module 3.2: Aliasing

3 hours to complete
5 videos (Total 42 min), 4 readings, 1 quiz
5 videos
3.2.1.b Sinusoidal aliasing13m
3.2.1.c Aliasing for arbitrary spectra12m
3.2.2.a Sampling strategies4m
3.2.2.b Bandpass sampling7m
4 readings
Introduction6m
What have we learned?5m
Introduction3m
Practice homework1h
1 practice exercise
Homework for Module 3.230m
Week
3

Week 3

3 hours to complete

Module 3.3: Multirate Signal Processing

3 hours to complete
3 videos (Total 32 min), 3 readings, 1 quiz
3 videos
3.3.1.b Downsampling11m
3.3.2 FIR-based sampling rate conversion8m
3 readings
Introduction3m
What have we learned?4m
Practice Homework10m
1 practice exercise
Homework for Module 3.41h
Week
4

Week 4

4 hours to complete

Module 3:4: A/D and D/A Conversion

4 hours to complete
8 videos (Total 75 min), 6 readings, 1 quiz
8 videos
3.4.1.b Clipping, saturation and companding2m
3.4.2 Analog-to-digital and digital-to-analog converters10m
3.4.3.a Practical sampling and interpolation11m
3.4.3.b Oversampled D/A10m
3.4.3.c Oversampled A/D5m
MP3 Compression19m
Signal of the Day: Lehman Brothers6m
6 readings
Introduction3m
What have we learned?3m
Introduction3m
Introduction3m
What have we learned?5m
Practice homework for Module 3.41h
1 practice exercise
Homework for Module 3.430m

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About the Digital Signal Processing Specialization

Digital Signal Processing

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