Experimental Investigation of Neuron Based Motion Detection in Internet of Things using Optical Camera Communications

被引:0
|
作者
Teli, Shivani Rajendra [1 ]
Zvanovec, Stanislav [1 ]
Ghassemlooy, Zabih [2 ]
机构
[1] Czech Tech Univ, Fac Elect Engn, Dept Electromagnet Field, Prague 16627, Czech Republic
[2] Northumbria Univ, Fac Engn & Environm, Opt Commun Res Grp, Newcastle Upon Tyne NE1 8ST, Tyne & Wear, England
基金
欧盟地平线“2020”;
关键词
Optical camera communications (OCC); Internet of things (IoT); light emitting diodes (LEDs); Neural networks (NN);
D O I
10.1109/ict.2019.8798857
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper experimentally investigates the performance of visible light based optical camera communications (OCC) link with motion detection (MD) for the optical Internet of things applications. This efficient MD can be considered another functionality of OCC in addition to traditional features of vision, illumination data communications and sensing. The experiments were conducted in an indoor static downlink OCC system employing a mobile phone front camera is employed as the receiver and an 8 x 8 red, green, and blue (RGB) light-emitting diode array as the transmitter. The motion is detected by observing the user's finger movement in the form of centroid through the OCC link via a camera. The experiment results demonstrate that, the proposed scheme can detect all considered motions accurately with acceptable bit error rate (BER) performances at a transmission distance of up to 80 cm. We show a BER of 1.7 x 10(-3) below the forward error correction limit of 3.8 x 10(-3) over a transmission distance of up to 1 m. The proposed neuron based MD combined together with OCC can be considered an efficient system, which provides illumination, communications, and motion detection in a convenient smart home environment.
引用
收藏
页码:202 / 205
页数:4
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