Title :
Real-time gas cloud detection by data aggregation in networks of embedded sensors
Author :
Ferent, Cristian ; Gilberti, Michael ; Doboli, Alex
Author_Institution :
Dept. of Electr. & Comput. Eng., State Univ. of New York at Stony Brook, Stony Brook, NY, USA
Abstract :
Many applications must identify in real-time the physical position of gas clouds. This paper presents a gas cloud detection method based on grids of reconfigurable Neural Networks. Data aggregation at intermediate nodes is performed to reduce the amount of data communications. Experiments compare the performance of the proposed method and traditional, centralized approaches.
Keywords :
grid computing; neural nets; real-time systems; embedded sensors; network data aggregation; real-time gas cloud detection; reconfigurable Neural Networks;
Conference_Titel :
Systems Conference, 2010 4th Annual IEEE
Conference_Location :
San Diego, CA
Print_ISBN :
978-1-4244-5882-0
DOI :
10.1109/SYSTEMS.2010.5482472