Linear Array Pattern Plotting with Parameter Configuration
Generate linear array radiation patterns with adjustable element count and windowing functions through a comprehensive GUI interface
Frequency Domain and Subband Adaptive Filters
Frequency domain and subband adaptive filters implement filter parameter optimization in the frequency domain with efficient algorithm implementations
Simulation Study of Fuzzy Adaptive PID Controller
MATLAB-based simulation study of fuzzy adaptive PID controller addressing limitations of traditional PID controllers in automatic parameter adjustment when system dynamics change. This approach combines fuzzy logic with PID control to enable online self-tuning of PID parameters using fuzzy inference methods, resulting in improved controller adaptability. The MATLAB simulation demonstrates enhanced dynamic performance of the system through implementation of membership functions, rule bases, and defuzzification techniques.
MATLAB Implementation of Gabor Wavelets for Texture Extraction
Gabor Wavelets for texture extraction with dynamically adjustable orientation and scale parameters in the program implementation
PID Control Tuned by Improved BP Neural Network
This program implements PID control tuned using an improved BP neural network for parameter adjustment, featuring enhanced learning algorithms and adaptive tuning capabilities.
Detecting Lines Using the Hough Function with Programmable Parameters
The Hough function-based line detection program offers excellent performance with adjustable internal parameters for optimal results, enabling robust image analysis and shape recognition.
RBF Neural Networks for Regression
RBF Neural Networks for Regression with MATLAB Implementation
Adaptive Particle Swarm Optimization Algorithm
Adaptive Particle Swarm Optimization Algorithm with MATLAB Implementation
A Particle Swarm Optimization Algorithm with Global Convergence and Significantly Improved Convergence Rate
A particle swarm optimization algorithm that achieves global convergence and substantially enhanced convergence speed.
MATLAB Implementation of Various Particle Swarm Optimization Algorithms
MATLAB code implementations for diverse particle swarm optimization algorithms with enhanced code-related descriptions