Journal ArticleDOI
Exploring the Benefits of Augmented Reality Documentation for Maintenance and Repair
Steven Henderson,Steven Feiner +1 more
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TLDR
An experimental augmented reality application that provides benefits to professional mechanics performing maintenance and repair tasks in a field setting is explored and a qualitative survey showed that mechanics found the augmented reality condition intuitive and satisfying for the tested sequence of tasks.Abstract:
We explore the development of an experimental augmented reality application that provides benefits to professional mechanics performing maintenance and repair tasks in a field setting. We developed a prototype that supports military mechanics conducting routine maintenance tasks inside an armored vehicle turret, and evaluated it with a user study. Our prototype uses a tracked headworn display to augment a mechanic's natural view with text, labels, arrows, and animated sequences designed to facilitate task comprehension, localization, and execution. A within-subject controlled user study examined professional military mechanics using our system to complete 18 common tasks under field conditions. These tasks included installing and removing fasteners and indicator lights, and connecting cables, all within the cramped interior of an armored personnel carrier turret. An augmented reality condition was tested against two baseline conditions: the same headworn display providing untracked text and graphics and a fixed flat panel display representing an improved version of the laptop-based documentation currently employed in practice. The augmented reality condition allowed mechanics to locate tasks more quickly than when using either baseline, and in some instances, resulted in less overall head movement. A qualitative survey showed that mechanics found the augmented reality condition intuitive and satisfying for the tested sequence of tasks.read more
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Book ChapterDOI
IMU Drift Reduction for Augmented Reality Applications
TL;DR: The result shows that this drift reduction technique on positions calculated from accelerometer data significantly reduces drift in fast dynamic movements and can be fused with low pose updates from vision algorithms to improve the accuracy and speed suitable for AR applications.
Book ChapterDOI
Toward Automated Generation of Multimodal Assembly Instructions for Human Operators
TL;DR: The design of an instruction generation system that can be used to automatically generate instructions for complex assembly operations performed by humans on factory shop floors is presented, with a significant reduction in the time taken to generate instructions and update them in response to design changes.
Journal ArticleDOI
Augmented Reality Authoring of Digital Twins: Design, Implementation and Evaluation in an Industry 4.0 Context
TL;DR: In this paper , the authors present a tool enabling operators to match the Digital Twins with their physical twin in AR, as well as to update their position in case of a reconfiguration.
Journal ArticleDOI
Cognitive load considerations for Augmented Reality in network security training
TL;DR: In this paper , an AR-based network cabling tutoring system that trains users how to interconnect cables within a Virtual Local Area Network (VLAN) on a physical switching rack is presented.
References
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Book
Simulation Modeling and Analysis
Averill M. Law,W. David Kelton +1 more
TL;DR: The text is designed for a one-term or two-quarter course in simulation offered in departments of industrial engineering, business, computer science and operations research.
Book
Graphical Methods for Data Analysis
TL;DR: This paper presents a meta-modelling framework for developing and assessing regression models for multivariate and multi-dimensional data distributions and describes the distribution of a set of data.
Proceedings ArticleDOI
Augmented reality: an application of heads-up display technology to manual manufacturing processes
T.P. Caudell,D.W. Mizell +1 more
TL;DR: The authors describe the design and prototyping steps they have taken toward the implementation of a heads-up, see-through, head-mounted display (HUDset), combined with head position sensing and a real world registration system, that will enable cost reductions and efficiency improvements in many of the human-involved operations in aircraft manufacturing.
Journal ArticleDOI
Knowledge-based augmented reality
Proceedings ArticleDOI
Comparative effectiveness of augmented reality in object assembly
TL;DR: Results indicate that overlaying 3D instructions on the actual work pieces reduced the error rate for an assembly task by 82%, particularly diminishing cumulative errors - errors due to previous assembly mistakes.