Identification and Speed Estimation of a Moving Object in an Indoor Application Based on Visible Light Sensing of Retroreflective Foils

Author:

Weiss Andreas PeterORCID,Wenzl Franz Peter

Abstract

Identification and sensing are two of the main tasks a wireless sensor node has to perform in an Internet of Things (IoT) environment. Placing active powered nodes on objects is the most usual approach for the fulfillment of these functions. With the expected massive increase of connected things, there are several issues on the horizon that hamper the further deployment of this approach in an energy efficient, sustainable way, like the usage of environmentally hazardous batteries or accumulators, as well as the required electrical energy for their operation. In this work, we propose a novel approach for performing the tasks of identification and sensing, applying visible light sensing (VLS) based on light emitting diode (LED) illumination and utilizing retroreflective foils mounted on a moving object. This low cost hardware is combined with a self-developed, low complex software algorithm with minimal training effort. Our results show that successful identification and sensing of the speed of a moving object can be achieved with a correct estimation rate of 99.92%. The used foils are commercially available and pose no threat to the environment and there is no need for active sensors on the moving object and no requirement of wireless radio frequency communication. All of this is achievable whilst undisturbed illumination is still provided.

Funder

Austrian Bundesministerium für Klimaschutz, Umwelt, Energie, Mobilität, Innovation und Technologie

Publisher

MDPI AG

Subject

Electrical and Electronic Engineering,Mechanical Engineering,Control and Systems Engineering

Cited by 7 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Visible Light Technologies for the Industrial Internet of Things;2023 17th International Conference on Telecommunications (ConTEL);2023-07-11

2. Machine learning regression-based RETRO-VLP for real-time and stabilized indoor positioning;Cluster Computing;2022-12-31

3. Improved Spatiotemporal Framework for Human Activity Recognition in Smart Environment;Sensors;2022-12-23

4. Integrated Sensing and Communication in the Visible Spectral Range: A Novel Closed Loop Controller;2022 International Conference on Broadband Communications for Next Generation Networks and Multimedia Applications (CoBCom);2022-07-12

5. Retro-VLP: Towards Single Light Source-based Real-time Indoor Positioning;2022 13th International Conference on Information and Communication Systems (ICICS);2022-06-21

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