性能 - Matlab Forge | Premium MATLAB Algorithms & Functions

C-C Method and Improved C-C Method for Phase Space Reconstruction

MATLAB implementation of C-C method and enhanced C-C method for phase space reconstruction - Processing performance: 3 minutes for 3000 data points - Key references: 1) "Nonlinear dynamics, delay times, and embedding windows.pdf" 2) "Phase space reconstruction parameter selection based on improved C-C method 4.pdf" - Directory structure includes C_C_Method_luzhenbo main file with specialized functions for chaotic system data generation and correlation integral calculations

MATLAB 481 views Tagged

Imbalanced Dataset Classification using Extreme Learning Machine

Extreme Learning Machine (ELM) based classification for imbalanced datasets, delivering exceptional performance with fast processing speeds

MATLAB 238 views Tagged

Enhanced Kalman Filter Algorithm with Performance Analysis

A comprehensive implementation of an improved Kalman filtering algorithm, featuring comparative performance evaluation against traditional Kalman filter methods

MATLAB 225 views Tagged

LDPC Performance Simulation: Analysis and Implementation

LDPC Performance Simulation with Code Implementation Insights

MATLAB 264 views Tagged

STBC Code Performance Simulation with GUI Implementation

This STBC code performance simulator features an intuitive graphical user interface for straightforward operation. It generates performance curves under both Rayleigh fading and AWGN channels, with MATLAB-based implementations for channel modeling and BER calculation algorithms.

MATLAB 297 views Tagged

Performance Simulation of Scheduling Algorithms in Cellular Networks

Using MATLAB to simulate and evaluate the performance of scheduling algorithms in cellular network environments, including code implementation and algorithm analysis.

MATLAB 190 views Tagged

Enhancing Clustering Performance Using PSO Optimization Algorithm

Optimizing clustering performance by integrating Particle Swarm Optimization (PSO) algorithm with clustering techniques to improve pattern discovery and cluster quality.

MATLAB 224 views Tagged

MATLAB Implementation for Modulation Signal Recognition

Modulation signal recognition can be achieved by detecting different power spectral densities of various modulation schemes, though this method performs poorly under low SNR conditions. Using cyclic power spectrum for recognition demonstrates excellent performance in low SNR scenarios, as verified through simulations with MATLAB signal processing implementations.

MATLAB 278 views Tagged

Performance Evaluation of Viterbi Algorithm for Convolutional Decoding in Fading Channels

This MATLAB program evaluates the performance of Viterbi algorithm for convolutional decoding under fading channel conditions, featuring three key components implemented as .m files: convolutional encoding/decoding, fading channel simulation, and Viterbi algorithm implementation with branch metric calculations.

MATLAB 220 views Tagged

Enhanced Object Tracking Algorithm Using Improved Statistical Models

We developed an enhanced object tracking algorithm by optimizing statistical models and feature extraction methods, achieving superior comprehensive tracking performance through parameter tuning and robustness improvements.

MATLAB 260 views Tagged

Tag: 性能

性能 Resources