Matched Filter & Packet Detection — Simulation 1

By Solo Ghost · Developer / Programmer

Price: ₹2499 — pay securely with UPI, card or net banking.

Category: Code Snippets & Scripts

Format: ZIP — instant download after payment.

Matched Filter & Packet Detection — Simulation 1 A reproducible Python engineering simulation for understanding and experimentally evaluating matched-filter packet detection in a controlled discrete-time AWGN environment. This is not just a collection of code snippets. It is a complete, executable engineering experiment that connects: physical intuition → mathematics → discrete-time model → Python implementation → controlled experiments → numerical evidence → engineering interpretation What is included? The package contains: Complete Python source code Five executable experiments Reference numerical results Five generated result plots Detailed technical guide README and reproducibility instructions requirements.txt for dependency installation Configured experiment parameters and reproducible baseline setup The supplied project can be inspected, executed, modified, and extended by the purchaser for personal learning and experimentation. What does the simulation demonstrate? The simulation builds a simple packet detector around a known BPSK preamble. The receiver: Generates a known preamble. Embeds the preamble at a known position in a receive buffer. Adds additive white Gaussian noise (AWGN). Computes sliding matched-filter correlation. Finds the maximum correlation peak. Applies a detection threshold. Measures empirical false-alarm and detection probabilities. Studies how detection behavior changes as the operating conditions are varied. The experiments are deliberately structured so that the statistical reasoning behind packet detection can be understood progressively rather than treating the detector as a black box.

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