Sensor fusion for intelligent alarm analysis
- Sandia National Labs., Albuquerque, NM (United States). Security Technology Dept.
The purpose of an intelligent alarm analysis system is to provide complete and manageable information to a central alarm station operator by applying alarm processing and fusion techniques to sensor information. This paper discusses the sensor fusion approach taken to perform intelligent alarm analysis for the Advanced Exterior Sensor (AES). The AES is an intrusion detection and assessment system designed for wide-area coverage, quick deployment, low false/nuisance alarm operation, and immediate visual assessment. It combines three sensor technologies (visible, infrared, and millimeter wave radar) collocated on a compact and portable remote sensor module. The remote sensor module rotates at a rate of 1 revolution per second to detect and track motion and provide assessment in a continuous 360{degree} field-of-regard. Sensor fusion techniques are used to correlate and integrate the track data from these three sensors into a single track for operator observation. Additional inputs to the fusion process include environmental data, knowledge of sensor performance under certain weather conditions, sensor priority, and recent operator feedback. A confidence value is assigned to the track as a result of the fusion process. This helps to reduce nuisance alarms and to increase operator confidence in the system while reducing the workload of the operator.
- Research Organization:
- Sandia National Laboratory
- Sponsoring Organization:
- Defense Nuclear Agency, Washington, DC (United States); USDOE, Washington, DC (United States)
- DOE Contract Number:
- AC04-94AL85000
- OSTI ID:
- 596921
- Report Number(s):
- CONF-960767--
- Country of Publication:
- United States
- Language:
- English
Similar Records
Test and evaluation of panoramic imaging security sensor for force protection and facility security
A Nuisance Alarm Data System for evaluation of intrusion detectors