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A Novel Intelligent Management System Architecture for Hybrid VLC/RF Systems in Smart Retail Environment

Published: 02 October 2023 Publication History

Abstract

In this paper, we present a novel intelligent management system (IMS) for smart retail environments that integrates various components to optimize user experience, energy efficiency, and seamless connectivity. The proposed architecture incorporates an Intelligent Handover Controller, an Energy Harvesting Module, Adaptive Resource Management, Edge Tracking and Localization. Preliminary testbed results show promising performance in maintaining seamless handovers between VLC and WiFi links, as well as accurate tracking of user mobility based on CSI. This advanced architecture offers the potential for significant improvements in smart retail operations by providing uninterrupted connectivity, targeted marketing, optimized store layouts, and enhanced user experiences.

References

[1]
Ander Galisteo, Diego Juara, and Domenico Giustiniano. 2019. Research in visible light communication systems with OpenVLC1. 3. In 2019 IEEE 5th World Forum on Internet of Things (WF-IoT). IEEE, 539--544.
[2]
Xiang Li, Daqing Zhang, Qin Lv, Jie Xiong, Shengjie Li, Yue Zhang, and Hong Mei. 2017. IndoTrack: Device-free indoor human tracking with commodity Wi-Fi. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 1, 3 (2017), 1--22.
[3]
Amir Hossein Fahim Raouf, Chethan Kumar Anjinappa, and Ismail Guvenc. 2022. Optimal Design of Energy-Harvesting Hybrid VLC/RF Networks. In 2022 IEEE Globecom Workshops (GC Wkshps). IEEE, 705--710.

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Information & Contributors

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Published In

cover image ACM Conferences
ACM MobiCom '23: Proceedings of the 29th Annual International Conference on Mobile Computing and Networking
October 2023
1605 pages
ISBN:9781450399906
DOI:10.1145/3570361
This work is licensed under a Creative Commons Attribution International 4.0 License.

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 02 October 2023

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Author Tags

  1. intelligent management system
  2. hybrid architecture
  3. visible light communication
  4. handover

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  • Short-paper

Funding Sources

  • H2020 Marie Sk?odowska-Curie Actions

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ACM MobiCom '23
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Overall Acceptance Rate 440 of 2,972 submissions, 15%

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