TY - GEN
T1 - Wireless security and monitoring system using array antenna
T2 - 2012 International Conference on Computing, Networking and Communications, ICNC'12
AU - Ohtsuki, Tomoaki
PY - 2012/4/24
Y1 - 2012/4/24
N2 - This paper explains our proposed wireless security and monitoring system using array antenna, referred to as array sensor. The proposed system exploits an antenna array on the receiver side and decomposes received signals into eigenvectors and eigenvalues. The proposed system uses these components depending on its applications, such as intrusion detection, monitoring, and passive localization. When an event (e.g. intrusion) occurs, the propagation environment changes, and thus the eigenvector changes. Based on the change of eigenvector, we can detect an event accurately. Using machine learning based on these components, the proposed system can classify several more complex states and activities. This paper introduces the fundamental principle of the proposed system and its various applications.
AB - This paper explains our proposed wireless security and monitoring system using array antenna, referred to as array sensor. The proposed system exploits an antenna array on the receiver side and decomposes received signals into eigenvectors and eigenvalues. The proposed system uses these components depending on its applications, such as intrusion detection, monitoring, and passive localization. When an event (e.g. intrusion) occurs, the propagation environment changes, and thus the eigenvector changes. Based on the change of eigenvector, we can detect an event accurately. Using machine learning based on these components, the proposed system can classify several more complex states and activities. This paper introduces the fundamental principle of the proposed system and its various applications.
UR - http://www.scopus.com/inward/record.url?scp=84859915652&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84859915652&partnerID=8YFLogxK
U2 - 10.1109/ICCNC.2012.6167483
DO - 10.1109/ICCNC.2012.6167483
M3 - Conference contribution
AN - SCOPUS:84859915652
SN - 9781467300094
T3 - 2012 International Conference on Computing, Networking and Communications, ICNC'12
SP - 551
EP - 555
BT - 2012 International Conference on Computing, Networking and Communications, ICNC'12
Y2 - 30 January 2012 through 2 February 2012
ER -