Design and development of a system for monitoring workplace safety using UWB and image analysis

This thesis presents a system designed to detect and prevent hazardous situations in industrial environments, with the objective of enhancing the safety of workers. The system employs a high-precision indoor positioning system based on ultra-wideband wireless technology to detect the presence of individuals in potentially hazardous areas. Additionally, the system utilizes image analysis from cameras based on deep learning techniques to determine whether workers are wearing personal protective equipment. Furthermore, a performance evaluation of a commercial UWB-based system is conducted to assess the accuracy and reliability of UWB-based RTLS in a variety of operational environments.

Publication Details

Journal
Electronic Theses and Dissertations Repository (University of Pisa)
Published
2024-10-02
Primary Topic
Thermal properties of materials
Type
article
Field-Weighted Citation Impact
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article

Design and development of a system for monitoring workplace safety using UWB and image analysis

Electronic Theses and Dissertations Repository (University of Pisa)
Thermal properties of materials
article

Design and development of a system for monitoring workplace safety using UWB and image analysis

article en

Abstract

This thesis presents a system designed to detect and prevent hazardous situations in industrial environments, with the objective of enhancing the safety of workers. The system employs a high-precision indoor positioning system based on ultra-wideband wireless technology to detect the presence of individuals in potentially hazardous areas. Additionally, the system utilizes image analysis from cameras based on deep learning techniques to determine whether workers are wearing personal protective equipment. Furthermore, a performance evaluation of a commercial UWB-based system is conducted to assess the accuracy and reliability of UWB-based RTLS in a variety of operational environments.

Electronic Theses and Dissertations Repository (University of Pisa)
Openalex Percentile: Top 68%
Thermal properties of materials
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Design and development of a system for monitoring workplace safety using UWB and image analysis · Electronic Theses and Dissertations Repository (University of Pisa) (2024) | TGRS Research Map | TGRS