Adaptive simultaneous pervasive visible light communication and sensing
Driven by the rapid growth in the proliferation of low-cost LED luminaries, visible light is being increasingly explored as both a high-speed communication and sensing channel for a variety of IoT applications. Visible Light Communication (VLC) exploits the high-frequency modulation of an optical so...
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sg-smu-ink.sis_research-79482022-03-04T09:09:30Z Adaptive simultaneous pervasive visible light communication and sensing GOKARN, Ila Nitin MISRA, Archan Driven by the rapid growth in the proliferation of low-cost LED luminaries, visible light is being increasingly explored as both a high-speed communication and sensing channel for a variety of IoT applications. Visible Light Communication (VLC) exploits the high-frequency modulation of an optical source while ensuring imperceptibility to the human eye. In parallel, recent approaches in Visible Light Sensing (VLS) have demonstrated how high frequency optical strobing can be used to perform vision-based remote sensing of mechanical vibrations (e.g., of factory equipment). To date, exemplars of VLC and VLS have, however, been explored in isolation, without consideration of their mutual dependencies. In this work, we explore future visible light-based pervasive computing scenarios, where strobing and high-frequency signal modulation are used concurrently to support both VLC and VLS. We demonstrate that there is in fact a fundamental tradeoff between the desires for high VLC throughput and wide VLS coverage: such a tradeoff is driven by the duty cycle of the strobing light source, such that a larger duty cycle results in higher communication throughput but reduced sensing resolution, and vice versa. We then discuss two approaches under exploration to overcome this limitation (i) Alternating VLC and VLS mechanisms in a single-LED system (ii) Multi-harmonic adaptive strobing in a multi-LED system. 2021-03-01T08:00:00Z text application/pdf https://ink.library.smu.edu.sg/sis_research/6945 info:doi/10.1109/PerComWorkshops51409.2021.9431014 https://ink.library.smu.edu.sg/context/sis_research/article/7948/viewcontent/AdaptiveSimPervasivVLight_2021_av.pdf http://creativecommons.org/licenses/by-nc-nd/4.0/ Research Collection School Of Computing and Information Systems eng Institutional Knowledge at Singapore Management University Adaptive System Edge Computation Visible Light Sensing VLC Software Engineering |
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Adaptive System Edge Computation Visible Light Sensing VLC Software Engineering GOKARN, Ila Nitin MISRA, Archan Adaptive simultaneous pervasive visible light communication and sensing |
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Driven by the rapid growth in the proliferation of low-cost LED luminaries, visible light is being increasingly explored as both a high-speed communication and sensing channel for a variety of IoT applications. Visible Light Communication (VLC) exploits the high-frequency modulation of an optical source while ensuring imperceptibility to the human eye. In parallel, recent approaches in Visible Light Sensing (VLS) have demonstrated how high frequency optical strobing can be used to perform vision-based remote sensing of mechanical vibrations (e.g., of factory equipment). To date, exemplars of VLC and VLS have, however, been explored in isolation, without consideration of their mutual dependencies. In this work, we explore future visible light-based pervasive computing scenarios, where strobing and high-frequency signal modulation are used concurrently to support both VLC and VLS. We demonstrate that there is in fact a fundamental tradeoff between the desires for high VLC throughput and wide VLS coverage: such a tradeoff is driven by the duty cycle of the strobing light source, such that a larger duty cycle results in higher communication throughput but reduced sensing resolution, and vice versa. We then discuss two approaches under exploration to overcome this limitation (i) Alternating VLC and VLS mechanisms in a single-LED system (ii) Multi-harmonic adaptive strobing in a multi-LED system. |
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text |
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GOKARN, Ila Nitin MISRA, Archan |
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GOKARN, Ila Nitin MISRA, Archan |
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GOKARN, Ila Nitin |
title |
Adaptive simultaneous pervasive visible light communication and sensing |
title_short |
Adaptive simultaneous pervasive visible light communication and sensing |
title_full |
Adaptive simultaneous pervasive visible light communication and sensing |
title_fullStr |
Adaptive simultaneous pervasive visible light communication and sensing |
title_full_unstemmed |
Adaptive simultaneous pervasive visible light communication and sensing |
title_sort |
adaptive simultaneous pervasive visible light communication and sensing |
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Institutional Knowledge at Singapore Management University |
publishDate |
2021 |
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https://ink.library.smu.edu.sg/sis_research/6945 https://ink.library.smu.edu.sg/context/sis_research/article/7948/viewcontent/AdaptiveSimPervasivVLight_2021_av.pdf |
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