Title :
Surveillance system based on data fusion from image and acoustic array sensors
Author :
De Jesus, Jalvier Durán ; Calvo, Juan José Villacorta ; Fuente, Alberto Lzquierdo
Author_Institution :
ETSI de Telecommun., Valladolid Univ., Spain
fDate :
2/1/2000 12:00:00 AM
Abstract :
The present publication shows a model of a monitoring system of high benefit, based on two complementary sensorial systems (image+acoustics), which allows the information received to fuse, and to prioritize the computational resources toward the zones with considerable risk. The application uses components such as: active acoustic radar based on a phase array of microphones, with techniques of beamforming, and multibeam detection schemes; efficient compression algorithms and video transmission in real time. The system is composed of an arbitrary number of sensors (monitoring probes), distributed by the monitoring space, a data network and a central server (monitoring manager). The sensors consist of a microprocessor, with its memory and three main modules: (1) acoustic radar; (2) video capture card; and (3) network card. The flexibility of the system allows new modules to be added such as: personal detector card; sound card; cards for telecontrol; etc. The sensor microprocessor preprocesses the information received by the modules, packs and transmits it to the central server through a data network. The system uses IP protocol, and SNMPv2 for management
Keywords :
acoustic arrays; acoustic signal detection; acoustic signal processing; alarm systems; array signal processing; computerised monitoring; fires; image sensors; intelligent networks; multilayer perceptrons; radar imaging; radar tracking; sensor fusion; surveillance; IP protocol; SNMPv2; acoustic array sensors; active acoustic radar; arbitrary number of sensors; backpropagation; beamforming; central server; clutter map; data fusion; data network; efficient compression algorithms; fire detection; image sensors; intelligent identification; intruder detection; multibeam detection; multilayer perceptron; neural network; object oriented software; phase array of microphones; real time; sensor microprocessor; surveillance system; video transmission; Acoustic sensors; Acoustic signal detection; Fuses; Microphone arrays; Microprocessors; Monitoring; Network servers; Phased arrays; Radar detection; Surveillance;
Journal_Title :
Aerospace and Electronic Systems Magazine, IEEE