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...

Full description

Saved in:
Bibliographic Details
Main Authors: GOKARN, Ila Nitin, MISRA, Archan
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2021
Subjects:
VLC
Online Access: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
Tags: Add Tag
No Tags, Be the first to tag this record!
Institution: Singapore Management University
Language: English
id sg-smu-ink.sis_research-7948
record_format dspace
spelling 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
institution Singapore Management University
building SMU Libraries
continent Asia
country Singapore
Singapore
content_provider SMU Libraries
collection InK@SMU
language English
topic Adaptive System
Edge Computation
Visible Light Sensing
VLC
Software Engineering
spellingShingle Adaptive System
Edge Computation
Visible Light Sensing
VLC
Software Engineering
GOKARN, Ila Nitin
MISRA, Archan
Adaptive simultaneous pervasive visible light communication and sensing
description 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.
format text
author GOKARN, Ila Nitin
MISRA, Archan
author_facet GOKARN, Ila Nitin
MISRA, Archan
author_sort 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
publisher Institutional Knowledge at Singapore Management University
publishDate 2021
url 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
_version_ 1770576164095524864