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Incorporating Drone Into Mixed Reality for Enhanced Remote Collaboration: A User Study on Inspection Task
IEEE Transactions on Visualization and Computer Graphics
|January 15, 2026
Summary
This study introduces a novel Mixed Reality (MR) system using a telepresence drone for remote collaboration. The drone enhances spatial awareness and collaboration efficiency, despite increasing user workload.
Area of Science:
- Human-Computer Interaction
- Robotics
- Virtual Reality and Augmented Reality
Background:
- Remote collaboration systems often limit users to fixed viewpoints, hindering spatial awareness and effectiveness.
- Existing systems struggle to provide remote users with independent navigation and a sense of presence.
Purpose of the Study:
- To develop and evaluate a Mixed Reality (MR) remote collaboration system enhanced with a telepresence drone.
- To overcome viewpoint limitations and improve spatial awareness and collaboration efficiency in remote settings.
Main Methods:
- Developed an MR system where a remote user in VR controls a drone for independent navigation and guides a local user with an AR headset.
- Integrated drone-based telepresence, 3D environment reconstruction, and avatar representation.
- Conducted a user study comparing the drone-enhanced MR system with 2D and 360-degree video MR systems during inspection tasks.
Main Results:
- The drone-enhanced MR system significantly improved collaboration efficiency compared to 2D and 360-degree video systems.
- Users reported enhanced social and spatial presence with the drone-enhanced system.
- Remote users experienced a higher perceived workload.
Conclusions:
- Independent spatial navigation via telepresence drones offers significant benefits for remote collaboration efficiency and presence.
- Future drone-enhanced MR systems should consider workload mitigation strategies.
- The study provides valuable insights for designing advanced remote collaboration tools.

