ML Frequency Offset Estimation Algorithm Implementation
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I am sharing a MATLAB implementation of a machine learning-based frequency offset estimation algorithm. Frequency offset estimation is a crucial technique widely used in signal processing, communication systems, radar, and wireless communication applications. This program provides a practical implementation that helps you better understand and apply this algorithm. The code includes key functions for signal generation, correlation analysis, and likelihood maximization, demonstrating how to calculate frequency offsets using maximum likelihood principles. If you're studying machine learning techniques or interested in frequency offset estimation algorithms, I hope this implementation will be valuable for your research and development work. The program features clear comments and modular structure to facilitate easy adaptation for different signal types and system requirements.
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