A low-cost and smart IMU tool for tracking construction activities

X. Yang, F. Wang, X. Zhai, H. Li, Y. Yu, X. Luo

Research output: Unpublished conference presentation (presented paper, abstract, poster)Conference presentation (not published in journal/proceeding/book)Academic researchpeer-review

Abstract

Real-time activity monitoring is becoming one of the most significant technologies on construction sites because it can be applied to a variety of management problems, such as productivity formula and safety monitoring. However, current monitoring technologies are limited to recognizing postures in an ideal environment rather than dealing with the ambient occlusion and people-intensive situations on real construction sites. Therefore, this study develops a low-cost, non-intrusion and portable tool system in order to trace and track construction activities on complex and crowed construction sites. This system is composed of wireless sensors and a smart algorithm. Each sensor consists of an inertial measurement unit, a communication sensor (bluetooth low energy sensor) and several environmental sensors, which broadcasts the identification, acceleration, palstance and environmental measurements at a constant frequency. Since the dimension of the sensor is only 20 x 15 x 2 mm, it can be easily attached or screwed on to the hand tools as well as integrated with power tools. When a laptop or cell phone receives from these sensors, the construction activities are derived by the artificial intelligence algorithm in a timely manner, providing an visual posture monitoring as well as an automatic record of project progress. In the end, practical experiments of a concrete vibrator and a hammer prove the feasibility and effectiveness of the proposed IMU-based tool tracing and tracking system.

Original languageEnglish
Pages35-41
Number of pages7
Publication statusPublished - 1 Jan 2019
Event36th International Symposium on Automation and Robotics in Construction, ISARC 2019 - Banff, Canada
Duration: 21 May 201924 May 2019

Conference

Conference36th International Symposium on Automation and Robotics in Construction, ISARC 2019
Country/TerritoryCanada
CityBanff
Period21/05/1924/05/19

Keywords

  • Activity recognition
  • Construction tools
  • Inertial measurement unit
  • Low-cost
  • Non-intrusive

ASJC Scopus subject areas

  • Artificial Intelligence
  • Building and Construction
  • Human-Computer Interaction

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