This course covers the fundamentals of signal processing, including time domain, frequency domain, and Laplace domain concepts. By the end of the course, students will be able to understand signal representation, transformations, properties, and system responses. They will also learn about Fourier series, Fourier transform, Laplace transform, and system properties. The course uses tutorials, examples, and theoretical explanations to teach these concepts. This course is intended for individuals interested in gaining a foundational understanding of signal processing.
Overview
Syllabus
Course Introduction (Signal Processing 101).
crash course on complex numbers.
Time domain - tutorial 1: what is signal processing?.
Time domain - tutorial 2: signal representation.
Time domain - tutorial 3: signal transformations.
Time domain - tutorial 4: transformation examples.
Time domain - tutorial 5: signal properties.
Time domain - tutorial 6: elementary signals.
Time domain - tutorial 7: system properties.
Time domain - tutorial 8: LTI systems, impulse response & convolution.
Time domain - tutorial 9: convolution examples.
Time domain - tutorial 10: interconnection of LTI systems.
Time domain - tutorial 11: system properties from impulse response.
Frequency domain – tutorial 1: concept of frequency (with Chinese subtitle).
Frequency domain – tutorial 2: Fourier series.
Frequency domain – tutorial 3: filtering (periodic signals).
Frequency domain – tutorial 4: Gibbs phenomenon.
Frequency domain – tutorial 5: Fourier transform.
Frequency domain – tutorial 6: Fourier transform tables.
Frequency domain – tutorial 7: Fourier transform examples marathon.
Frequency domain – tutorial 8: frequency spectra.
Frequency domain – tutorial 9: frequency response.
Frequency domain – tutorial 10: modulation.
Frequency domain – tutorial 11: equalization.
Frequency domain – tutorial 12: FT of periodic signals.
Frequency domain – tutorial 13: sampling (theory of everything in signal processing).
Laplace domain – tutorial 1: Laplace transform.
Laplace domain – tutorial 2: Region of Convergence (ROC).
Laplace domain – tutorial 3: Laplace transform tables.
Laplace domain – tutorial 4: Laplace transform examples.
Laplace domain – tutorial 5: Inverse Laplace transform.
Laplace domain – tutorial 6: Transfer function & system properties.
Taught by
Iman
