DocumentCode
1700698
Title
Artifical neural network based buried land mine imaging
Author
Struckman, K.
Author_Institution
BAE Syst., Nashua, NH, USA
Volume
4
fYear
2001
Firstpage
293
Abstract
Our buried land mine imaging system is based on transmitting and receiving antennas mounted within a cylindrical auger, a stepped frequency CW transmitter/receiver, and three artificial neural network (ANN) imaging processors, all controlled by a small computer. Stepped frequency, CW microwave signals reflected from objects within the view of the transmitter and receive antennas are used as inputs to the first ANN processor. This paper briefly describes the design of broad RF bandwidth cylindrical waveguide antennas that are mounted in the opposite spades of a dual spaded auger, the training patterns used for ANN land mine imaging and experimental land mine images using data recorded in April 1999 at the USA army´s A.P.Hill test site.
Keywords
CW radar; buried object detection; circular waveguides; neural nets; radar detection; radar imaging; transceivers; transmitting antennas; waveguide antennas; ANN; CW transmitter/receiver; artifical neural network; buried land mine imaging; cylindrical auger; cylindrical waveguide antennas; dual spaded auger; imaging processors; receiving antennas; stepped frequency transmitter/receiver; transmitting antennas; Artificial neural networks; Control systems; Frequency; Landmine detection; Microwave imaging; Neural networks; Neurotransmitters; Process control; Receiving antennas; Transmitting antennas;
fLanguage
English
Publisher
ieee
Conference_Titel
Antennas and Propagation Society International Symposium, 2001. IEEE
Conference_Location
Boston, MA, USA
Print_ISBN
0-7803-7070-8
Type
conf
DOI
10.1109/APS.2001.959455
Filename
959455
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