Thumbs up or Pointing? Guiding a Delivery Drone under Uncertainty in Public Space
Paper in proceeding, 2026

Drones will soon deliver packages to recipients in public spaces, where drones may encounter difficulties identifying safe drop-off locations. Such uncertainties can reduce trust and raise safety concerns. This augmented reality study investigates how recipients perceive being asked to guide the drone in uncertain situations using hand gestures, and to what extent they feel comfortable with different levels of involvement. Results show that participants preferred a basic level of involvement, which received higher trust and usability scores than either no or high involvement. We recommend involving recipients in the final stage of delivery to not only support drone operations but also improve recipient trust and clarity in uncertain conditions.

Delivery application

User control

Augmented Reality

Public

Human-Drone Interaction

Author

Shiva Nischal Lingam

Royal Netherlands Aerospace Centre (NLR)

Eindhoven University of Technology

Jakub Woziwodzki

Eindhoven University of Technology

Mohammad Obaid

Chalmers, Computer Science and Engineering (Chalmers), Interaction Design and Software Engineering

University of Gothenburg

Marieke Martens

Netherlands Organisation for Applied Scientific Research (TNO)

Eindhoven University of Technology

Pavlo Bazilinskyy

Eindhoven University of Technology

Hai 2025 Proceedings of the 13th International Conference on Human Agent Interaction

473-475
9798400721786 (ISBN)

13th International Conference on Human-Agent Interaction, HAI 2025
Yokohama, Japan,

Subject Categories (SSIF 2025)

Human Computer Interaction

DOI

10.1145/3765766.3765837

More information

Latest update

1/26/2026