00000nam 2200000zi 4500 9.927680 CaOODSP 20230922150500 m o d f cr |n||||||||| 230921e199001uuabcad ob f000 0 eng d CaOODSP eng rda CaOODSP n-cn-ab DR52-5/11-1990E-PDF Yee, Eugene, 1958- author. Neural network recognition and classification of aerosol particle size distributions / by E. Yee and J. Ho. Ralston, Alberta : Defence Research Establishment Suffield, January 1990. 1 online resource (12 pages, 21 unnumbered pages) : illustrations, charts text txt rdacontent computer c rdamedia online resource cr rdacarrier Suffield report ; no. 531 "PCN No. 051SP"--title page. Digitized edition from print [produced by Defence Research and Development Canada]. Includes bibliographical references (page 12). "This paper describes the application of a neural computational network model to the pattern recognition and classification of aerodynamic particle size distributions associated with a number of environmental, bacterial, and artificial aerosols. The aerodynamic particle size distributions are measured in real-time with high resolution using a two-spot He-Ne laser velocimeter. The technique employed here for the recognition and classification of aerosols of unknown origin is based on a three-layered neural network that has been trained on a training set consisting of 75 particle size distributions obtained from three distinct types of aerosols [...] The approach offers the opportunity of recognizing, classifying, and characterizing aerosol particles in real-time according to their aerodynamic particle size spectrum and its high recognition accuracy shows considerable promise for applications to rapid real-time air monitoring in the areas of occupational health and air pollution standards"--abstract. Aerosols Measurement. Neural networks (Computer science) Chemical agents (Munitions) Biological weapons Detection. Aérosols Mensurations. Réseaux neuronaux (Informatique) Agents chimiques (Munitions) Armes biologiques Détection. Technical reports lcgft Rapports techniques rvmgf Defence Research Establishment Suffield, issuing body. Canada. Department of National Defence, issuing body. Suffield report ; no. 531. (CaOODSP)9.926310 PDF 1.17 MB https://publications.gc.ca/collections/collection_2023/rddc-drdc/DR52-5-11-1990-eng.pdf SR 531 ; DRES-531