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

Authors:

Kien Trung Ngo,

Stefano Mangione,

Ilenia TinnirelloAuthors Info & Claims

ACM MobiCom '23: Proceedings of the 29th Annual International Conference on Mobile Computing and Networking

Article No.: 118, Pages 1 - 3

https://doi.org/10.1145/3570361.3615725

Published: 02 October 2023 Publication History

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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.

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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.

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

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Published In

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

Chairs:
Xavier Costa,
Joerg Widmer,
Co-chairs:
Diego Perino,
Domenico Giustiniano,
Program Chair:
Haitham Al Hassanieh,
Program Co-chairs:
Arash Asadi,
Landon Cox

This work is licensed under a Creative Commons Attribution International 4.0 License.

Publisher

Association for Computing Machinery

New York, NY, United States

Publication History

Published: 02 October 2023

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Short-paper

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H2020 Marie Sk?odowska-Curie Actions

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ACM MobiCom '23

Sponsor:

SIGMOBILE

ACM MobiCom '23: 29th Annual International Conference on Mobile Computing and Networking

October 2 - 6, 2023

Madrid, Spain

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Overall Acceptance Rate 440 of 2,972 submissions, 15%

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Dynamic handover cost modeling in hybrid VLC/RF networks