Battlefield Acoustics

This book presents all aspects of situational awareness using acoustic signals. It starts by presenting the science behind understanding and interpretation of sound signals. The book then goes on to provide various signal processing techniques used in acoustics to find the direction of sound source, localize gunfire, track vehicles and detect people. The necessary mathematical background and various classification and fusion techniques are presented. The book contains majority of the things one would need to process acoustic signals for all aspects of situational awareness in one location. The book also presents array theory, which is pivotal in finding the direction of arrival of acoustic signals. In addition, the book presents techniques to fuse the information from multiple homogeneous/heterogeneous sensors for better detection. MATLAB code is provided for majority of the real application, which is a valuable resource in not only understanding the theory but readers can also use thecode as a spring-board to develop their own application based software code.

Shows how acoustic signal processing can aid in situational awareness, intelligence, surveillance and reconnaissance (ISR) Focuses on direction finding, transient event (such as gunfire) detection and localization, tracking targets and personnel detection Provides background on the type of microphone arrays one has to use and the techniques used to find the direction of sound source Includes supplementary material: sn.pub/extras

Autorentext
Thyagaraju Damarla works at the U.S. Army Research Laboratory.

Klappentext

This book presents all aspects of situational awareness in a battlefield using acoustic signals. It starts by presenting the science behind understanding and interpretation of sound signals. The book then goes on to provide various signal processing techniques used in acoustics to find the direction of sound source, localize gunfire, track vehicles, and detect people. The necessary mathematical background and various classification and fusion techniques are presented. The book contains majority of the things one would need to process acoustic signals for all aspects of situational awareness in one location. The book also presents array theory, which is pivotal in finding the direction of arrival of acoustic signals. In addition, the book presents techniques to fuse the information from multiple homogeneous/heterogeneous sensors for better detection. MATLAB code is provided for majority of the real application, which is a valuable resource in not only understanding the theory but readers, can also use the code as a spring-board to develop their own application based software code.

· Shows how acoustic signal processing can aid in situational awareness, intelligence, surveillance and reconnaissance (ISR)

· Presents background on the type of microphone arrays one has to use and the techniques used to find the direction of sound source

· Focuses on direction finding, transient event (such as gunfire) detection and localization, tracking targets and personnel detection

· Provides multi-sensor data fusion techniques to achieve higher probability of detection with fewer false alarms and higher confidence

Inhalt

Introduction to Acoustics.- Basic Concepts in Probability.- Detection Theory.- Estimation Theory.- Atmospheric Acoustics.- Acoustic Arrays.- Bearing Estimation using Acoustic Arrays.- Tracking.- Localization of Transient Events.- Classifiers.- Target Discrimination for Situational Awareness.- Sensor Data Fusion.