آموزش پردازش پیشرفته سیگنال‌های دیجیتال (DSP) در پردازنده‌های ARM - آخرین آپدیت

سرفصل ها و درس ها

Welcome

• Course Overview and Learning Objectives

• Tools and Resources Needed

Setting Up

• Downloading CubeIDE

• Installing CubeIDE

• Getting the Required Documentation

• Getting the right Package and Setting Up the Project Tree

• Testing the Project Setup

Getting Started

• Souce Code Download-PART1

• Programming: Enabling the Floating Point Unit

• Programming: Plotting Signals with the Internal Logic Analyzer

• Programming: Developing the Uart Driver - Analyzing the Documentation

• Programming: Developing the Uart Driver - GPIO Config

• Programming: Developing the Uart Driver - Parameters Config

• Programming: Developing the Uart Driver - Uart Transmit Function

• Programming: Developing the Uart Driver - Testing the Driver

• Programming: Plotting Signals with the Serial Plotter

• Programming: Integrating the CMSIS-DSP Library

• Programming: Testing the CMSIS-DSP float32

Introduction to Realtime Signal Processing with RTOS

• Introduction to RTOS in DSP

• Buffering Techniques in Realtime DSP

• Programming: Setting Up a new Workspace

• Programming: Integrating FreeRTOS

• Programming: Testing the FreeRTOS Integration

Fixed-point Arithmetic for Digital Signal Processing

• Introduction to Fixed Point Arithmetic

• The Binary Point

• Understanding Fixed Point Number Representation

• The Q Datatype

• Programming: Working with Q Values

Realtime Signal Processing with FreeRTOS

• Programming: Implementing the Sine Generator Descriptor

• Programming: Implementing the Sine Generator Init Function

• Programming: Calculating Sine Samples

• Programming: Testing the Sine Generator

• Programming: Combining Signals

• Programming: Implementing a Lowpass Filter

• Programming: Working with Semaphores

• Programming: Developing the Realtime DSP System

• Programming: The Realtime DSP System with Live Sensor Data(Pt.1)

• Programming: The Realtime DSP System with Live Sensor Data(Pt.2)

• Programming: The Realtime DSP System with Live Sensor Data(Pt.3)

• Programming: The Realtime DSP System with Sensor Data Blocks(Pt.1)

• Programming: The Realtime DSP System with Sensor Data Blocks(Pt.2)

• Programming: Realtime DSP with Sensor Data Block- Reading Samples from FIFO

• Programming: Realtime DSP with Sensor Data Block- The Processing Task(Pt.1)

• Programming: Realtime DSP with Sensor Data Block- The Processing Task(Pt.2)

• Programming: Realtime DSP with Sensor Data Block- Testing

• Programming: Realtime DSP with Sensor Data Block(v2)- Block by Block Optimz.

Foundations of Digital Filter Design

• Classifiaction of Digital Filters

• Relationship between Impulse, Step and Frequency Response

• The Log Scale and Decibels

• Time Domain and Frequency Domian Parameters

• The 4 Common Frequency Responses

• Filter Design By Spectral Inversion

• Filter Design By Spectral Reversal

The Finite Impulse Response(FIR) Filter

• The Finite Impulse Response(FIR) Filter Equation

• Programminging: The FIR Filter Interface File

• Programming: Implementing the FIR Filter Initialization Function

• Programming: Implementing the FIR Filter Execute Function

• Programming: Testing the FIR Filter

The Moving Average Filter for Noise Reduction

• The Moving Average Filter Equation

• Programming: Implementing the Moving Average Filter Interface File

• Programming: Implementing the Moving Average Filter Algorithm

• Programming: Testing the Moving Average Filter

The Infinite Impulse Response(IIR) Filter

• Overvier of the IIR Filter Equation

• Understanding the IIR Coefficients

• Analyzing the Direct Form I Structure

• Analyzing the Direct Form II Structure

• Cascading Direct Form II Structure

• IIR Filter Design by Billinear Transformation

• Programming : IIR Filter Design by Impulse Invariance in Matlab

• Programming: Designing IIR Filters using Matlab Filter Designer Tool

• Programming: Implementing a Matlab Script for Generating .h Coefficient Files

• Programming: Generating Signals in Matlab for Developing IIR Filters

• Programming: Programmatic IIR Filter Design in Matlab

• Programming: Generating the Coefficients .h file Matlab

• IIR Filter Design by Impulse Invariance

• Programming: Developing the IIR Direct Form 2 Algorithm (Pt.1)

• Programming: Developing the IIR Direct Form 2 Algorithm (Pt.2)

• Programming: Testing the IIR Direct Form 2 Algorithm

• Programming: IIR Filter with Live Sensor Data

Adaptive Filters

• Introduction to Adaptive Filters

• Configurations of Adaptive Filters

• The Performance Function

• The Least Mean Squares

• Programming: The Adaprive filter LMS Algorithm (Pt.1)

• Programming: The Adaprive filter LMS Algorithm (Pt.2)

• Programming: Testing the Adaprive filter LMS Algorithm

• Programming: Adaptive Filter for Noise Cancellation(Pt.1)

• Programming: Adaptive Filter for Noise Cancellation(Pt.2)

Fast Fourier Transform(FFT)

• Introduction to Fast Fourier Transform(FFT)

• The Decimation In Frequency RADIX-2 Algorithm(Pt.1)

• The Decimation In Frequency RADIX-2 Algorithm(Pt.2)

• The Decimation In Time and RADIX-4 Algorithm

• Programming: Developing the Complex DFT Algorithm

• Programming: Developing the Complex DFT Algorithm- More Testing

• Programming: Developing the Complex DFT Algorithm with Twiddles

• Programming: Developing the Complex DFT Algorithm with Twiddles an ECG Signal

• Programming: Developing the Complex FFT Algorithm(Pt.1)

• Programming: Developing the Complex FFT Algorithm(Pt.2)

• Programming: Testing the Complex FFT Algorithm

• Programming: Testing the Complex FFT Algorithm with an ECG Signal

Course Update

• Course Update