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Building a Digital Filter: How it works + Simulation + Example

Everything important you need to know to start designing your own digital filters. Thank you very much C. Daniel Boschen. Links: - Daniel's Linked In:   / danboschen   - FEDEVEL courses: https://fedevel.com/courses Links to Dan Boschen's Courses: https://ieeeboston.org/courses/ https://www.dsprelated.com/courses Other relevant links: Microchip MPLAB: https://www.microchip.com/en-us/tools... Anaconda Distribution (includes Python tools and Jupyter Notebook): https://www.anaconda.com/download SAM E51 Curiosity Nano Evaluation Kit: https://www.microchip.com/en-us/devel... PMOD I2S2 ADC/DAC: https://digilent.com/reference/pmod/p... Music used in the demo: ISRC: USUAN1900041 Uploaded: 2019-12-18 credits: "Adding the Sun" Kevin MacLeod (incompetech.com) Licensed under Creative Commons: By Attribution 4.0 License http://creativecommons.org/licenses/b... Chapters: 00:00 What is this video about 00:40 Our example explained 04:19 How filters work 07:48 What is a digital filter 10:46 Basic elements of digital filters 13:08 How filters manipulate with signal 15:00 Feed-forward (FIR) filter 19:39 Feed-back (IIR) filter 23:36 Biquad - Second Order Section (SOS) 28:49 The hardware we used 33:09 DMA explained 42:30 Audio file before filtering 44:16 Calculating filter coefficients 47:03 Our filter frequency response 48:59 Audio file after filtering 49:59 Explained how our filter works 54:52 C code of our filter 57:49 Daniel's courses 1:00:35 Setup for simulation - Jupyter and anaconda 1:05:14 Simulation - Initialization 1:10:38 Simulation - Showing the spectrum 1:13:04 Simulation - The filter 1:22:35 Simulation - Filtering audio file 1:25:47 Simulation - C code of filter 1:28:06 Explaining the code in microcontroller 1:34:33 The filter in C code of microcontroller 1:37:50 How to do this by yourself ------------------------------------------------------ Would you like to support me? It's simple: - Sign up for online courses hosted on our platform: https://fedevel.com/ - You can also support me through Patreon:   / robertferanec   - FEDEVEL Discord:   / discord   It is much appreciated. Thank you, - Robert

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