DocumentCode :
3329863
Title :
A Solar-powered Video Sensor Node for Energy Efficient Multimodal Surveillance
Author :
Magno, Michele ; Brunelli, Davide ; Zappi, Piero ; Benini, Luca
fYear :
2008
fDate :
3-5 Sept. 2008
Firstpage :
512
Lastpage :
519
Abstract :
Building an energy efficient wireless vision network for monitoring and surveillance is one of the major efforts in the sensor network community. We present a multi-modal video sensor node designed for low-power and low-cost video surveillance, traffic control and people detection based on wireless sensor networks. It is equipped with a solar energy harvesting unit, which extends the autonomy ofthe nodes considerably using a solar cell of 70 cm2 and exploits CMOS video camera and Pyroelectric InfraRed (PIR) sensors to reduce remarkably the power consumption of the system in absence of events. The on-board microprocessor enables image classification using algorithms basedon support vector machines (SVM). We describe hardware-software architecture of the video sensor node and characterization in terms of power consumption and accuracy. Finally simulation results demonstrate the effectiveness of multimodal video sensors powered by harvesting circuits.
Keywords :
Buildings; CMOS image sensors; Energy consumption; Energy efficiency; Multimodal sensors; Sensor phenomena and characterization; Support vector machine classification; Support vector machines; Surveillance; Wireless sensor networks;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Digital System Design Architectures, Methods and Tools, 2008. DSD '08. 11th EUROMICRO Conference on
Conference_Location :
Parma
Print_ISBN :
978-0-7695-3277-6
Type :
conf
DOI :
10.1109/DSD.2008.23
Filename :
4669279
Link To Document :
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