Dark Channel Prior Algorithm for Image Dehazing
MATLAB Implementation of Dark Channel Prior Algorithm for Effective Image Dehazing
Constant False Alarm Rate Detection, CFAR
Constant False Alarm Rate detection implementation with MATLAB code, featuring robust performance for signal processing applications
MIMO Signal Detection
Application Context: The effective utilization of MIMO technology relies on rapid and accurate signal detection techniques at the receiver end, requiring detection algorithms with both low complexity and high performance. Providing MATLAB implementations of signal detection algorithms is essential. Key Technologies: Multiple detection algorithms are implemented including Zero-Forcing (ZF), Minimum Mean Square Error (MMSE), ordered MMSE detection, corresponding MMSE soft detection, Sphere Decoding (SD), soft/hard QRD-MLD algorithms, and Maximum Likelihood Detection (MLD). These algorithms enable performance comparison under 256QAM high-order modulation, providing valuable references for engineering implementation.
OFDM Simulation under AWGN Channel
MATLAB implementation of OFDM simulation in AWGN channel environment comprising 6 specialized programs for comprehensive system analysis.
Laplacian Pyramid Decomposition Image Fusion Algorithm
Laplacian pyramid decomposition-based image fusion algorithm implemented in MATLAB, featuring a three-layer decomposition structure for multi-scale image processing
Classic Density-Based Clustering Algorithm DBSCAN MATLAB Implementation
MATLAB implementation of the classic DBSCAN density-based clustering algorithm, featuring clear code structure with detailed algorithmic explanations, ready to run and experiment with
MATLAB Implementation of BCH Encoding and Decoding
MATLAB implementation of BCH encoding and decoding algorithms. BCH codes represent a significant class of cyclic codes capable of correcting multiple random errors efficiently. Their rigorous algebraic structure makes them one of the most extensively studied and widely applied code families, with multiple decoding algorithms developed for practical implementations.
Generalized Predictive Control (GPC) Algorithm in Intelligent Predictive Control Systems
MATLAB Implementation of Generalized Predictive Control Algorithm with Simulation Examples Using Step and Sine Functions, Including Code Implementation Details and Algorithm Explanations
LS Algorithm Implementation in Broadband Adaptive Beamforming
MATLAB Implementation of LS Algorithm for Broadband Adaptive Beamforming Systems
LPC Analysis of Speech Signals
MATLAB implementation of speech signal LPC analysis with enhanced code descriptions and algorithm explanations