MATLAB Doppler Radar Signal Simulation and Processing
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Resource Overview
Application Background: Basic process of pulse Doppler radar signal generation and processing, including signal simulation (Gaussian white noise), signal processing (MTI processing, constant false alarm rate), etc.
Key Technologies:
• s3.m is the main script implementing pulse Doppler radar signal processing flow, featuring Doppler radar phase-coherent simulation and MTI (Moving Target Indicator) processing algorithms
• OS-CFAR.m function performs Ordered Statistics Constant False Alarm Rate processing with configurable detection threshold calculation
• Pf.m function computes false alarm probability (Pf) given parameters 2L (total data length), m (selected detection cell), and T (quality factor) - used in research papers for optimal quality factor selection
Detailed Documentation
Application Background
The application background covers fundamental processes in pulse Doppler radar signal generation and processing. These processes include signal simulation (using Gaussian white noise modeling) and signal processing techniques such as MTI processing and constant false alarm rate methods.
Technical Implementation
• s3.m forms the core MATLAB script for pulse Doppler radar signal processing workflow. The implementation involves phase-coherent simulation of Doppler radar signals and MTI filtering algorithms to suppress clutter and enhance moving target detection.
• OS-CFAR.m serves as a called function that implements Ordered Statistics Constant False Alarm Rate processing, typically containing threshold calculation logic based on ordered statistical analysis of surrounding cells.
• Pf.m performs computational operations for ordered constant false alarm rate processing, calculating false alarm probability (Pf) given input parameters: 2L (total data length), m (selected detection cell index), and T (quality factor). This calculation is referenced in academic papers for systematic quality factor selection in radar detection systems.
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