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Evaluating Usability Aspects of a Mixed Reality Solution for Immersive Analytics in Industry 4.0 Scenarios
Published on: October 6, 2020
A Fog Computing and Cloudlet Based Augmented Reality System for the Industry 4.0 Shipyard.
Tiago M Fernández-Caramés1, Paula Fraga-Lamas2, Manuel Suárez-Albela3
1Unidade Mixta de Investigación Navantia-UDC, Universidade da Coruña, Edificio Talleres Tecnológicos, Mendizábal s/n, Ferrol 15403, Spain. tiago.fernandez@udc.es.
Augmented Reality (AR) improves shipbuilding efficiency by integrating Industrial AR (IAR) with fog and cloudlet computing. This architecture reduces latency and computational load for enhanced shipyard operations.
Area of Science:
- Industrial Engineering
- Computer Science
- Maritime Technology
Background:
- Industry 4.0 emphasizes technologies like Augmented Reality (AR) for advanced manufacturing.
- Shipbuilding operators require efficient access to critical information, which AR can facilitate.
- Navantia's
- Shipyard 4.0
- project explores AR applications in shipyards.
Purpose of the Study:
- To present Navantia's Industrial AR (IAR) architecture.
- To evaluate the performance of AR in shipyard environments using cloud, cloudlet, and fog computing.
- To analyze the impact of different computing paradigms on latency and network traffic.
Main Methods:
- Development of an Industrial AR (IAR) architecture based on cloudlets and fog computing.
- Evaluation of the IAR architecture in real-world shipyard scenarios.
- Performance testing with varying payload sizes and concurrent users, simulating Microsoft HoloLens applications.
Main Results:
- Fog computing offers the fastest response times for small data payloads (<128 KB).
- Cloudlet solutions demonstrate superior performance for larger file transfers.
- Under high concurrent user loads, cloudlets significantly outperform fog computing in terms of response delay.
Conclusions:
- The proposed IAR architecture effectively supports low-latency, QoS-aware applications in distributed shipyard environments.
- Cloudlet and fog computing paradigms offer distinct advantages depending on payload size and user load.
- The study validates the potential of AR integrated with edge computing for enhancing shipbuilding operations.
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