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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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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. |
format | Online Article Text |
id | pubmed-9920566 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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