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Last updated:

October 4, 2022

Duration:

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FREE

This course includes:

Unlimited Duration

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Description

This course was developed in 1987 by the MIT Center for Advanced Engineering Studies.

It was designed as a distance-education course for engineers and scientists in the workplace.

Advances in integrated circuit technology have had a major impact on the technical areas to which digital signal processing techniques and hardware are being applied. A thorough understanding of digital signal processing fundamentals and techniques is essential for anyone whose work is concerned with signal processing applications.

Digital Signal Processing begins with a discussion of the analysis and representation of discrete-time signal systems, including discrete-time convolution, difference equations, the z-transform, and the discrete-time Fourier transform. Emphasis is placed on the similarities and distinctions between discrete-time. The course proceeds to cover digital network and nonrecursive (finite impulse response) digital filters. Digital Signal Processing concludes with digital filter design and a discussion of the fast Fourier transform algorithm for computation of the discrete Fourier transform.

Course Curriculum

  • Demonstration: Sampling, Aliasing, And Frequency Response, Part 1 Unlimited
  • Demonstration 2: Sampling Aliasing, And Frequency Response, Part 2 Unlimited
  • Lecture 1: Introduction Unlimited
  • Lecture 2: Discrete-Time Signals and System Part 1 Unlimited
  • Lecture 3: Discrete-Time Signal and System, Part 2 Unlimited
  • Lecture 4: The Discrete-Time Fourier Transform Unlimited
  • Lecture 5 : The z-Transform Unlimited
  • Lecture 6: The Inverse z-Transform Unlimited
  • Lecture 7: z-Transform Properties Unlimited
  • Lecture 8: The Discrete Fourier Series Unlimited
  • Lecture 9: The Discrete Fourier Transform Unlimited
  • Lecture 10: Circular Convolution Unlimited
  • Lecture 11: Representation of Linear Digital Network Unlimited
  • Lecture 12: Network Structure For Infinite Impulse Response (IIR) System Unlimited
  • Lecture 13: Network Structures For Finite Impulse Response (FIR) Systems and Parameter Quantization Effects In Digital Filter Structures Unlimited
  • Lecture 14: Design of IIR Digital Filter Part 1 Unlimited
  • Lecture 15: Design Of IIR Digital Filters, Part 2 Unlimited
  • Lecture 16: Digital Butterworth Filter Unlimited
  • Lecture 17: Design Of Filter Digital Filters Unlimited
  • Lecture 18: Computation Of The Discrete Fourier Transform, Part 1 Unlimited
  • Lecture 19: Computation Of The Discrete Fourier Transform, Part 2 Unlimited
  • Lecture 20: Computation Of The Discrete Fourier Transform, Part 3 Unlimited

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