École Polytechnique Fédérale de Lausanne
Digital Signal Processing Specialization
École Polytechnique Fédérale de Lausanne

Digital Signal Processing Specialization

Digital Signal Processing from theory to practice. Discover discrete-time signal and analyze them with the Fourier transform. Manipulate signals with filters. Move back and forth from the analog to the digital world and learn about digital data communication and real-time DSP.

Martin Vetterli
Paolo Prandoni

Instructors: Martin Vetterli

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4.6

(495 reviews)

Intermediate level

Recommended experience

2 months to complete
at 10 hours a week
Flexible schedule
Learn at your own pace
Get in-depth knowledge of a subject
4.6

(495 reviews)

Intermediate level

Recommended experience

2 months to complete
at 10 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Discover discrete-time signal and analyze them with the Fourier transform.

  • Learn to manipulate signals with filters.

  • Move back and forth from the analog to the digital world.

  • Learn about digital data communication and real-time DSP.

Details to know

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Taught in English
13 practice exercises

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Specialization - 4 course series

What you'll learn

  • The nature of discrete-time signals

  • Discrete-time signals are vectors in a vector space

  • Discrete-time signals can be analyzed in the frequency domain via the Fourier transform

Skills you'll gain

Linear Algebra, Applied Mathematics, Algorithms, Programming Principles, Mathematical Modeling, Digital Communications, Electronics, Electrical and Computer Engineering, Advanced Mathematics, Telecommunications, and Communication Systems

What you'll learn

  • Digital filters, how they work

  • Digital filter design

  • Adaptive signal processing

Skills you'll gain

Numerical Analysis, Electronics, Algorithms, Data Mapping, Digital Communications, Linear Algebra, Electronic Systems, Electrical and Computer Engineering, Applied Mathematics, Real Time Data, Engineering Calculations, Engineering Analysis, Telecommunications, and Communication Systems

What you'll learn

  • The difference between continuous and discrete time

  • Sampling and interpolation

  • Quantization, A/D and D/A converters

  • Multirate signal processing

Skills you'll gain

Calculus, Electronics Engineering, Telecommunications, Applied Mathematics, Communication Systems, Electrical and Computer Engineering, Digital Communications, Linear Algebra, and Electronic Systems

What you'll learn

  • The basics of image processing

  • How digital communication systems work, including ADSL

  • How to program a microcontroller to implement real-time DSP algorithms

Skills you'll gain

Digital Communications, Image Analysis, Applied Mathematics, Algorithms, Electrical and Computer Engineering, Computer Hardware, Quantitative Research, Embedded Systems, Systems Of Measurement, Engineering Analysis, Communication Systems, Telecommunications, and Electronics

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Instructors

Martin Vetterli
École Polytechnique Fédérale de Lausanne
5 Courses127,450 learners

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