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Indoor Positioning Design for Mobile Phones via Integrating a Single Microphone Sensor and an H(2) Estimator

An indoor positioning design developed for mobile phones by integrating a single microphone sensor, an H(2) estimator, and tagged sound sources, all with distinct frequencies, is proposed in this investigation. From existing practical experiments, the results summarize a key point for achieving a sa...

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Detalles Bibliográficos
Autores principales: Chen, Yung-Hsiang, Chang, Pei-Yu, Chen, Yung-Yue
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9920566/
https://www.ncbi.nlm.nih.gov/pubmed/36772547
http://dx.doi.org/10.3390/s23031508
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author Chen, Yung-Hsiang
Chang, Pei-Yu
Chen, Yung-Yue
author_facet Chen, Yung-Hsiang
Chang, Pei-Yu
Chen, Yung-Yue
author_sort Chen, Yung-Hsiang
collection PubMed
description An indoor positioning design developed for mobile phones by integrating a single microphone sensor, an H(2) estimator, and tagged sound sources, all with distinct frequencies, is proposed in this investigation. From existing practical experiments, the results summarize a key point for achieving a satisfactory indoor positioning: The estimation accuracy of the instantaneous sound pressure level (SPL) that is inevitably affected by random variations of environmental corruptions dominates the indoor positioning performance. Following this guideline, the proposed H(2) estimation design, accompanied by a sound pressure level model, is developed for effectively mitigating the influences of received signal strength (RSS) variations caused by reverberation, reflection, refraction, etc. From the simulation results and practical tests, the proposed design delivers a highly promising indoor positioning performance: an average positioning RMS error of 0.75 m can be obtained, even under the effects of heavy environmental corruptions.
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spelling pubmed-99205662023-02-12 Indoor Positioning Design for Mobile Phones via Integrating a Single Microphone Sensor and an H(2) Estimator Chen, Yung-Hsiang Chang, Pei-Yu Chen, Yung-Yue Sensors (Basel) Article An indoor positioning design developed for mobile phones by integrating a single microphone sensor, an H(2) estimator, and tagged sound sources, all with distinct frequencies, is proposed in this investigation. From existing practical experiments, the results summarize a key point for achieving a satisfactory indoor positioning: The estimation accuracy of the instantaneous sound pressure level (SPL) that is inevitably affected by random variations of environmental corruptions dominates the indoor positioning performance. Following this guideline, the proposed H(2) estimation design, accompanied by a sound pressure level model, is developed for effectively mitigating the influences of received signal strength (RSS) variations caused by reverberation, reflection, refraction, etc. From the simulation results and practical tests, the proposed design delivers a highly promising indoor positioning performance: an average positioning RMS error of 0.75 m can be obtained, even under the effects of heavy environmental corruptions. MDPI 2023-01-29 /pmc/articles/PMC9920566/ /pubmed/36772547 http://dx.doi.org/10.3390/s23031508 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Chen, Yung-Hsiang
Chang, Pei-Yu
Chen, Yung-Yue
Indoor Positioning Design for Mobile Phones via Integrating a Single Microphone Sensor and an H(2) Estimator
title Indoor Positioning Design for Mobile Phones via Integrating a Single Microphone Sensor and an H(2) Estimator
title_full Indoor Positioning Design for Mobile Phones via Integrating a Single Microphone Sensor and an H(2) Estimator
title_fullStr Indoor Positioning Design for Mobile Phones via Integrating a Single Microphone Sensor and an H(2) Estimator
title_full_unstemmed Indoor Positioning Design for Mobile Phones via Integrating a Single Microphone Sensor and an H(2) Estimator
title_short Indoor Positioning Design for Mobile Phones via Integrating a Single Microphone Sensor and an H(2) Estimator
title_sort indoor positioning design for mobile phones via integrating a single microphone sensor and an h(2) estimator
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9920566/
https://www.ncbi.nlm.nih.gov/pubmed/36772547
http://dx.doi.org/10.3390/s23031508
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