Multi-Object Tracking (3D) - Algorithm Implementation
Multi-Object Tracking (3D) Algorithm Developed in MATLAB with Code Implementation Details
Shortest Path Between All Network Nodes and Average Network Shortest Path
Algorithm Implementation: Utilizing Dijkstra's Algorithm to Compute All-Pairs Shortest Path and Network Average Shortest Path with Code Integration
Support Vector Machine SMO Algorithm Implementation
Sequential Minimal Optimization (SMO) algorithm for Support Vector Machines - an efficient implementation approach for SVM with detailed code-related explanations
Wavelet Domain Image Inpainting Using Nonlocal Total Variation
Implementation code for wavelet domain image inpainting using nonlocal total variation algorithm, based on "WAVELET INPAINTING BY NONLOCAL TOTAL VARIATION" by Xiaoqun Zhang and Tony F. Chan, Inverse Problems and Imaging, 2010, 4(1). This MATLAB implementation combines wavelet decomposition with nonlocal regularization for effective image restoration.
Adaptive Power and Bit Allocation Algorithms for OFDM Systems
Adaptive power and bit allocation algorithms for OFDM systems enable dynamic resource allocation, with implementation details including bit-loading techniques, power distribution mechanisms, and computational methods for optimizing subcarrier utilization (1)
Extended Kalman Filter (EKF) and Global Positioning System (GPS) Algorithms
This ZIP file contains fundamental principles and concise documentation for both Extended Kalman Filter (EKF) and Global Positioning System (GPS) algorithms. The primary objective is to provide a relatively straightforward EKF implementation that processes input functions directly rather than handling complex symbolic expressions. It serves as an introductory guide to Kalman filtering algorithms for GPS applications, facilitating deeper understanding of their underlying concepts. The EKF demonstration includes source materials comparing positioning solutions using both Extended Kalman Filter and Least Squares methods. The package comprises four MATLAB M-files and two data files, where Extended_KF.m contains the core EKF function implementation alongside supplementary functions and GPS sample data files.
Grey Relational Analysis
A quantitative analysis method for evaluating factors and supporting decision-making algorithms by measuring relational degrees between data sequences
Adaptive Beamforming and Comparative Analysis of Different Beamforming Algorithms
Adaptive Beamforming Comparative Study of Adaptive Beamforming Algorithms Algorithms: Least Mean Squares (LMS), Recursive Least Squares (RLS), Conjugate Gradient Method, Kalman Filter-Based LMS Array Configurations: Linear Array, Rectangular Array
Fixed-Point Iteration Method for Image Denoising Development
MATLAB-based fixed-point iteration method for image denoising, implementing a partial differential equation algorithm with adaptive parameter tuning and multi-scale processing.
Level Set Method for Image Segmentation Algorithm
Image segmentation algorithm based on level set method implemented using MATLAB programming language