Human motion prediction for intelligent construction: A review

X Xia, T Zhou, J Du, N Li - Automation in Construction, 2022 - Elsevier
Intelligent construction is an important construction trend. With the growing number of
intelligent autonomous systems implemented in the construction area, understanding and …

Deep learning-based activity-aware 3D human motion trajectory prediction in construction

MY Heravi, Y Jang, I Jeong, S Sarkar - Expert Systems with Applications, 2024 - Elsevier
Predicting human motion is a critical requirement in various applications, with particular
significance in the construction sector. This task presents significant challenges due to the …

Prediction-based path planning for safe and efficient human–robot collaboration in construction via deep reinforcement learning

J Cai, A Du, X Liang, S Li - Journal of Computing in Civil …, 2023 - ascelibrary.org
Robotics has attracted broad attention as an emerging technology in construction to help
workers with repetitive, physically demanding, and dangerous tasks, thus improving …

Immersive virtual reality in AECO/FM to enhance education: Systematic literature review and future directions

H Tastan, T Tong - Computer Applications in Engineering …, 2023 - Wiley Online Library
Immersive virtual reality (IVR) is considered as an effective and efficient instructional tool for
architecture, engineering, construction, operation, and facility management (AECO/FM) …

FedHIP: Federated learning for privacy-preserving human intention prediction in human-robot collaborative assembly tasks

J Cai, Z Gao, Y Guo, B Wibranek, S Li - Advanced Engineering Informatics, 2024 - Elsevier
Human-robot collaboration is a promising solution to relieve construction workers from
repetitive and physically demanding tasks, thus improving construction safety and …

A multidimensional taxonomy for human-robot interaction in construction

PB Rodrigues, R Singh, M Oytun, P Adami… - Automation in …, 2023 - Elsevier
Despite the increased interest in construction robotics both in academia and the industry,
insufficient attention has been given to aspects related to Human-Robot Interaction (HRI) …

Training of construction robots using imitation learning and environmental rewards

K Duan, Z Zou, TY Yang - Computer‐Aided Civil and …, 2024 - Wiley Online Library
Construction robots are challenging the paradigm of labor‐intensive construction tasks.
Imitation learning (IL) offers a promising approach, enabling robots to mimic expert actions …

Morphology agnostic gesture mapping for intuitive teleoperation of construction robots

K Duan, Z Zou - Advanced Engineering Informatics, 2024 - Elsevier
Robots are challenging the traditional paradigm of construction. Current concerns revolve
around their capabilities to finish complex assignments within dynamic, unstructured …

Inertial Measurement Unit-and Time Series Approach-Based Motion Trajectory Reconstruction of the Safety Rope Fastening Behaviour

Z Han, Y Wang - Buildings, 2024 - mdpi.com
Monitoring workers' safety compliance is critical to construction accident prevention.
However, most of the previous research focuses on checking the entry of workers wearing …

A Schema for Planning Robotics Operations in Construction

F Li - 2023 - etda.libraries.psu.edu
Construction robots are increasingly developed and used in the construction domain. To
understand and optimize the capabilities, applications of construction robots, and better …