Skip to main navigation Skip to search Skip to main content

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

Shivani Rajendra Teli, Stanislav Zvanovec, Zabih Ghassemlooy

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    2 Citations (Scopus)
    43 Downloads (Pure)

    Abstract

    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 × 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 × 10-3 below the forward error correction limit of 3.8 × 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.
    Original languageEnglish
    Title of host publication2019 26th International Conference on Telecommunications (ICT)
    Place of PublicationPiscataway, NJ
    PublisherIEEE
    Number of pages4
    ISBN (Electronic)9781728102733, 9781728102726
    ISBN (Print)9781728102740
    DOIs
    Publication statusPublished - Apr 2019
    Event26th International Conference on Telecommunications 2019 - Hanoi Daewoo Hotel, Ha Noi, Viet Nam
    Duration: 8 Apr 201910 Apr 2019
    http://ict-19.org/

    Conference

    Conference26th International Conference on Telecommunications 2019
    Abbreviated titleICT’2019
    Country/TerritoryViet Nam
    CityHa Noi
    Period8/04/1910/04/19
    Internet address

    Keywords

    • Optical camera communications (OCC)
    • Internet of things (IoT)
    • light emitting diodes (LEDs)
    • Neural networks (NN)

    Fingerprint

    Dive into the research topics of 'Experimental Investigation of Neuron Based Motion Detection in Internet of Things using Optical Camera Communications'. Together they form a unique fingerprint.

    Cite this