Image Recognition and Classification Methods
This MATLAB source code implements image recognition and classification methods using deep learning, feel free to download and utilize this valuable resource.
Radar System Signal Simulation
MATLAB-based radar system signal simulation program encompassing comprehensive modules for various radar components including signal transmission, reception, target detection, and tracking algorithms.
K-means Algorithm: A Key Fuzzy Clustering Method with MATLAB Implementation
MATLAB implementation of the K-means algorithm, an essential fuzzy clustering method in pattern recognition, featuring code structure explanation and clustering mechanics.
Comparison of LEACH Protocol and DEEC Protocol
MATLAB-based implementation comparing LEACH and DEEC protocols with fully executable code, analyzing energy efficiency and network performance metrics.
Isolated Word Speech Recognition with MATLAB Implementation
This MATLAB-based program implements isolated word speech recognition featuring Mel-frequency cepstral analysis and single-word recognition capabilities, utilizing critical signal processing techniques for audio pattern matching.
Generating Rayleigh Fading Channels in Simulation
Two methods for generating Rayleigh fading channels in simulation processes, with MATLAB implementation details
ADPCM Encoding and Decoding Implementation
MATLAB implementation of ADPCM encoding and decoding with separate m-files for encoding and decoding processes. The algorithm follows IMA ADPCM standards with adaptive quantization and differential coding mechanisms.
Compression and Decompression Using Wavelet Transform and Zerotree Algorithm
MATLAB implementation of compression/decompression program based on wavelet transform and zerotree coding algorithm, featuring multi-resolution analysis and efficient coefficient encoding.
Pi-Sigma Fuzzy Neural Network Implementation in MATLAB
MATLAB-based implementation of Pi-Sigma fuzzy neural network with comprehensive code structure and algorithmic explanations
Kalman Filter Tracking and Filtering Implementation
MATLAB-based implementation progressing from fundamental to advanced Kalman filter tracking and filtering capabilities with code examples