A robust neural network classifier for infrasound events using multiple array data

Abstract

An integral part of the Comprehensive Nuclear-Test-Ban Treaty International Monitoring System is an infrasound monitoring network. This network has the capability to detect and verify infrasonic signals-of-interest, e.g., nuclear explosions, from other unwanted infrasound noise sources. The paper presents classification results of infrasonic events using a robust neural network.