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Updated in [July 24th, 2023]
Welcome to the "Digital Signal Processing (DSP) From Ground Up™ in C" course, where you'll delve into the core principles of DSP with a focus on practical applications. The course adopts a programming-based approach, ensuring students can grasp DSP concepts without getting lost in abstract mathematics. By emphasizing practical techniques presented in plain language, the course aims to remove obstacles that often hinder learning DSP. This version of the course offers the flexibility to choose different programming languages and hardware architectures, allowing students to apply DSP techniques in their preferred environment. Using the C programming language, students will develop essential algorithms such as the Convolution Kernel, Discrete Fourier Transform (DFT), and Inverse Discrete Fourier Transform (IDFT). Additionally, they will design Finite Impulse Response (FIR) and Infinite Impulse Response (IIR) filters, Windowed-Sinc filters, and Modified Sallen-Key filters, among others. By the end of the course, students will have a comprehensive understanding of DSP and be equipped to apply this knowledge to various projects. Enroll now to embark on a rewarding learning journey in the world of Digital Signal Processing.
Course Syllabus
Set up
Getting started with gnuplot
Signal Statistics and Noise
Quantization and The Sampling Theorem
Linear Systems and Superposition
Convolution
Fourier Transsform
Complex Numbers
Complex Fourier Transform
Fast Fourier Transform (FFT)
Digital Filter Design
Designing Finite Impulse Response FIR) Filters
Designing Infinite Impulse Response (IIR) Filters
Designing Windowed-Sinc Filters