Title :
Human intruder detection with Leaky Coaxial cables for wide area surveillance system
Author :
Ikuta, Koichi ; Kage, Hiroshi ; Seki, Makito ; Hirai, Takashi
Author_Institution :
Adv. Technol. R&D center, Mitsubishi Electr. Corp., Amagasaki, Japan
Abstract :
We propose an algorithm to detect human intruders by means of Leaky Coaxial cables (LCX) for wide area surveillance systems. When a human intrudes into an area between two LCX, the radiated waves will suffer considerable changes with specific fluctuations. The former version of our detection algorithm had many false detections because the algorithm used only amplitudes of in-phase/quadrature-phase (I/Q) detector signals. To develop a sophisticated detection algorithm, we analyzes I/Q detector signals in detail and introduce some critical signal features appeared in I/Q detector signals to discriminate human intruders from background noises and other irrelevant objects. We successfully reduced many of the false detections compared to the performance of the former algorithm. In this paper we introduce our LCX-based surveillance system, and describe a human intruder detection algorithm based on I/Q detector signals with typical simulation results. Current problems and remaining tasks are also discussed.
Keywords :
coaxial cables; safety systems; signal processing; video surveillance; LCX-based surveillance system; human intruder detection; in-phase detector signal; leaky coaxial cable; quadrature-phase detector signal; wide area surveillance system; Animals; Coaxial cables; Correlators; Feature extraction; Humans; Surveillance; Vehicles; I/Q detector-based signal analysis; detection; human intruder; leaky coaxial cables; wide area surveillance;
Conference_Titel :
Systems, Man, and Cybernetics (SMC), 2011 IEEE International Conference on
Conference_Location :
Anchorage, AK
Print_ISBN :
978-1-4577-0652-3
DOI :
10.1109/ICSMC.2011.6083650