Real-Time Acoustic Impulse Response Generation Using Static Ray Tracing for Anomaly Detection

Oleksandr Terletskyy, Valeriy Trushevskyy

Львівський національний університет імені Івана Франка

Аннотація

This paper presents a real-time method for simulating sound propagation using ray tracing techniques, with applications in cybersecurity for detecting and analyzing acoustic threats. By modeling acoustic wave behavior in virtual environments, this approach enables accurate simulation of reflections, diffractions, and reverberations, which can be leveraged for tasks such as audio-based anomaly detection and spatial audio analysis in secure facilities. The integration of impulse response generation with real- time convolution processing allows for precise acoustic profiling, dynamically responding to changes in the environment to enhance situational awareness. This method provides a foundation for advanced acoustic monitoring systems, supporting applications ranging from secure communications to threat detection. Results demonstrate the method’s ability to simulate complex acoustic interactions with high fidelity and responsiveness, making it a valuable tool for real-time audio surveillance and cybersecurity solutions.

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