École Polytechnique Fédérale de Lausanne
Digital Signal Processing Specialization
23,066 enrolled
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.

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(490 reviews)

Intermediate level

Recommended experience

Flexible schedule
2 months at 10 hours a week
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Get in-depth knowledge of a subject

(490 reviews)

Intermediate level

Recommended experience

Flexible schedule
2 months at 10 hours a week
Earn a career credential
Share your expertise with employers

Overview

  • 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.

What’s included

Shareable certificate

Add to your LinkedIn profile

Taught in English
13 practice exercises

Advance your subject-matter expertise

  • Learn in-demand skills from university and industry experts
  • Master a subject or tool with hands-on projects
  • Develop a deep understanding of key concepts
  • Earn a career certificate from École Polytechnique Fédérale de Lausanne

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

Category: Linear Algebra
Category: Trigonometry
Category: Applied Mathematics
Category: Electrical Engineering
Category: Time Series Analysis and Forecasting
Category: Electronics Engineering
Category: Digital Communications
Category: Mathematical Modeling
Category: Algorithms
Category: Electronics
Category: Telecommunications
Category: Numerical Analysis
Category: Engineering Calculations
Category: Engineering Analysis

What you'll learn

  • Digital filters, how they work

  • Digital filter design

  • Adaptive signal processing

Skills you'll gain

Category: Numerical Analysis
Category: Telecommunications
Category: Mathematical Modeling
Category: Engineering Calculations
Category: Digital Communications
Category: Engineering Analysis
Category: Electrical and Computer Engineering
Category: Applied Mathematics
Category: Electronics
Category: Estimation
Category: Algorithms

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

Category: Linear Algebra
Category: Mathematical Modeling
Category: Applied Mathematics
Category: Calculus
Category: Telecommunications
Category: Digital Communications
Category: Electrical and Computer Engineering
Category: Electronics Engineering
Category: Time Series Analysis and Forecasting

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

Category: Image Analysis
Category: Digital Communications
Category: Electrical and Computer Engineering
Category: Electronics
Category: Embedded Systems
Category: Telecommunications
Category: Technical Standard
Category: Algorithms
Category: Real Time Data
Category: Computer Hardware

Earn a career certificate

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Instructors

Martin Vetterli
École Polytechnique Fédérale de Lausanne
5 Courses125,717 learners
Paolo Prandoni
École Polytechnique Fédérale de Lausanne
5 Courses125,717 learners

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