Explore MATLAB source code curated for "工作原理" with clean implementations, documentation, and examples.
This program models the automotive ABS system based on its working principles, enabling simulation analysis of the anti-lock braking system to support related research. The implementation includes parameter configuration for vehicle dynamics, friction modeling algorithms, and real-time data monitoring capabilities.
Simulation of the complete workflow of FH frequency-hopping communication systems, including observable operating principles and signal characteristics with code-driven analysis
This document explains the working mechanism of convolutional coding and decoding, accompanied by a Simulink simulation demonstrating convolutional encoding and Viterbi algorithm-based decoding. All encoding/decoding modules are implemented using custom S-Functions. The simulation evaluates Bit Error Rate (BER) versus Signal-to-Noise Ratio (SNR) in Additive White Gaussian Noise (AWGN) channels, including implementation details for finite-state machine handling, branch metric calculation, and trellis path tracing.
A practical particle filter application example demonstrating the working principles with comprehensive code implementation details
How the K-means Clustering Algorithm Operates with Implementation Steps Step 1: Determine the optimal value of k (number of clusters) through methods like the Elbow Method or Silhouette Analysis. Step 2: Initialize cluster centroids either randomly or systematically using approaches such as K-means++ for better convergence. The algorithm proceeds by iteratively assigning data points to the nearest centroid and recalculating centroid positions.
MATLAB simulation and implementation of IGBT to deepen understanding of its working principles, facilitating practical applications with detailed modeling approaches and control algorithm explanations.
IGBT MATLAB Simulation: Modeling Switching Characteristics, Power Loss Analysis, and Control Logic Implementation