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An Indoor-Monitoring LiDAR Sensor for Patients with Alzheimer Disease Residing in Long-Term Care Facilities

This paper introduces an indoor-monitoring LiDAR sensor for patients with Alzheimer disease residing in long-term care facilities (LTCFs), and this sensor exploits an optoelectronic analog front-end (AFE) to detect light signals from targets by utilizing on-chip avalanche photodiodes (APDs) realized...

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Autores principales: Joo, Ji-Eun, Hu, Yu, Kim, Sujin, Kim, Hyunji, Park, Sunyoung, Kim, Ji-Hoon, Kim, Younghyun, Park, Sung-Min
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9610032/
https://www.ncbi.nlm.nih.gov/pubmed/36298279
http://dx.doi.org/10.3390/s22207934
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author Joo, Ji-Eun
Hu, Yu
Kim, Sujin
Kim, Hyunji
Park, Sunyoung
Kim, Ji-Hoon
Kim, Younghyun
Park, Sung-Min
author_facet Joo, Ji-Eun
Hu, Yu
Kim, Sujin
Kim, Hyunji
Park, Sunyoung
Kim, Ji-Hoon
Kim, Younghyun
Park, Sung-Min
author_sort Joo, Ji-Eun
collection PubMed
description This paper introduces an indoor-monitoring LiDAR sensor for patients with Alzheimer disease residing in long-term care facilities (LTCFs), and this sensor exploits an optoelectronic analog front-end (AFE) to detect light signals from targets by utilizing on-chip avalanche photodiodes (APDs) realized in a 180 nm CMOS process and a neural processing unit (NPU) used for motion detection and decisions, especially for incidents of falls occurring in LTCFs. The AFE consists of an on-chip CMOS P(+)/N-well APD, a linear-mode transimpedance amplifier, a post-amplifier, and a time-to-digital converter, whereas the NPU exploits network sparsity and approximate processing elements for low-power operation. This work provides a potential solution of low-cost, low-power, indoor-monitoring LiDAR sensors for patients with Alzheimer disease in LTCFs.
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spelling pubmed-96100322022-10-28 An Indoor-Monitoring LiDAR Sensor for Patients with Alzheimer Disease Residing in Long-Term Care Facilities Joo, Ji-Eun Hu, Yu Kim, Sujin Kim, Hyunji Park, Sunyoung Kim, Ji-Hoon Kim, Younghyun Park, Sung-Min Sensors (Basel) Article This paper introduces an indoor-monitoring LiDAR sensor for patients with Alzheimer disease residing in long-term care facilities (LTCFs), and this sensor exploits an optoelectronic analog front-end (AFE) to detect light signals from targets by utilizing on-chip avalanche photodiodes (APDs) realized in a 180 nm CMOS process and a neural processing unit (NPU) used for motion detection and decisions, especially for incidents of falls occurring in LTCFs. The AFE consists of an on-chip CMOS P(+)/N-well APD, a linear-mode transimpedance amplifier, a post-amplifier, and a time-to-digital converter, whereas the NPU exploits network sparsity and approximate processing elements for low-power operation. This work provides a potential solution of low-cost, low-power, indoor-monitoring LiDAR sensors for patients with Alzheimer disease in LTCFs. MDPI 2022-10-18 /pmc/articles/PMC9610032/ /pubmed/36298279 http://dx.doi.org/10.3390/s22207934 Text en © 2022 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
Joo, Ji-Eun
Hu, Yu
Kim, Sujin
Kim, Hyunji
Park, Sunyoung
Kim, Ji-Hoon
Kim, Younghyun
Park, Sung-Min
An Indoor-Monitoring LiDAR Sensor for Patients with Alzheimer Disease Residing in Long-Term Care Facilities
title An Indoor-Monitoring LiDAR Sensor for Patients with Alzheimer Disease Residing in Long-Term Care Facilities
title_full An Indoor-Monitoring LiDAR Sensor for Patients with Alzheimer Disease Residing in Long-Term Care Facilities
title_fullStr An Indoor-Monitoring LiDAR Sensor for Patients with Alzheimer Disease Residing in Long-Term Care Facilities
title_full_unstemmed An Indoor-Monitoring LiDAR Sensor for Patients with Alzheimer Disease Residing in Long-Term Care Facilities
title_short An Indoor-Monitoring LiDAR Sensor for Patients with Alzheimer Disease Residing in Long-Term Care Facilities
title_sort indoor-monitoring lidar sensor for patients with alzheimer disease residing in long-term care facilities
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9610032/
https://www.ncbi.nlm.nih.gov/pubmed/36298279
http://dx.doi.org/10.3390/s22207934
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