Speech Analysis and Kalman Filtering Implementation
Voice Signal Processing and Kalman Filter Algorithm with Code Integration
Voice Signal Enhancement Using Kalman Filter with Additive White Noise
MATLAB implementation of Kalman filtering for enhancing speech signals corrupted by white Gaussian noise, featuring effective noise reduction and signal restoration capabilities with satisfactory performance results.
Road Object Detection and Tracking Research Using Kalman Filter
Study on road object detection and tracking based on Kalman filter, implementing Interactive Multiple Model (IMM) algorithm for enhanced motion pattern adaptability
Multi-Target Tracking with Kalman Filter Implementation Examples
A collection of simple example programs demonstrating multi-target tracking using Kalman filters, featuring practical code implementations with parameter tuning guidance
Radar One-Dimensional Range Profile Imaging Using SBL Algorithm and Kalman Filter Compressed Sensing
Implementation of radar one-dimensional range profile imaging using Sparse Bayesian Learning (SBL) algorithm and Kalman filter-based compressed sensing, followed by comparative analysis of their imaging performance characteristics.
Simulation Study on Kalman Filter Application in Target Tracking
Simulation research on Kalman filter application in target tracking, includes video demonstrations and ready-to-run code implementations with comprehensive algorithm explanations
Target Tracking Example Using Kalman Filter
This practical example demonstrates effective target tracking using Kalman Filter implementation, providing fundamental and intuitive understanding of its mechanism, estimation process, and real-time prediction capabilities.
Applications of Centralized and Federated Kalman Filtering in Integrated Navigation Systems
Implementation of data fusion and filtering techniques using centralized and federated Kalman filters in integrated navigation systems, with code-level algorithmic explanations
Kalman Filter Approach for Radar Data Fusion Problems
This program implements Kalman filter method for radar data fusion, focusing on synchronous fusion. Includes complementary infrared data fusion implementation with MATLAB code examples.
MATLAB Simulation of Stepper Motor with Kalman Filter Implementation
MATLAB simulation program for stepper motor control, implementing Kalman Filter algorithm to estimate stator current and accurately calculate rotor position and speed