ADRC Active Disturbance Rejection Control
ADRC Active Disturbance Rejection Control achieves desired output performance through simple parameter tuning of input parameters.
Z-Source Inverter Simulation Model
Simulation model demonstrating constant output characteristics despite varying input conditions in Z-source inverters, with circuit parameterization and dynamic analysis implementation.
DBN Implementation Example: Building a Two-Hidden-Layer Neural Network
This example demonstrates constructing a neural network with two hidden layers, featuring 500 input dimensions and 10 output dimensions. The hidden layers contain 50 and 20 nodes respectively, with a final softmax layer to compress outputs into probabilistic values. The implementation covers network architecture, loss function selection, and optimization algorithms.
Membership Function Implementation for Fuzzy Logic Control Systems
Implementation of fuzzy logic controller with 2 input membership functions and 1 output membership function, 49 comprehensive fuzzy rules, and defuzzification using MOM (Mean of Maximum) algorithm to generate precise control output U. Includes three graphical displays: internal schematic diagram of fuzzy controller and membership function plots for both inputs and output.
Perception Neuron Model Diagram - Single Layer Perceptron Architecture
The single-layer perceptron neuron model demonstrates how input vectors are transformed into binary outputs (0 or 1) through geometric interpretation in vector space, implemented using weighted summation and activation functions.
Designing a Low-Pass Filter with Signal Input-Output Comparison
Designing a low-pass filter to compare input and output signals, including filter type selection, parameter configuration, and implementation using digital signal processing techniques
MATLAB Simulation of Digital Signal Processing with Noise Addition and Filtering
A MATLAB-based simulation demonstrating digital signal processing workflow, featuring noise injection, filtering operations, and reconstructed signal output with code implementation insights.
Skin Color Segmentation Algorithm for Hand Shape Recognition
Implementation of hand region extraction using skin color segmentation algorithm in hand shape recognition, outputting the processed hand region.
Ultra-Wideband BPSK Modulation Output with Narrowband Interference
Simulation of ultra-wideband BPSK modulated signals with integrated narrowband interference, including code implementation for signal generation and interference analysis.
Edge Detection with Output of Edge Points and Gray-scale Gradient Magnitude
Perform edge detection on images to output edge point coordinates and their corresponding gray-scale gradient magnitudes.