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.
- 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
About the instructor