# DroneReqValidator: Facilitating High Fidelity Simulation Testing for Uncrewed Aerial Systems Developers

arXiv: https://arxiv.org/abs/2308.00174 · HTML: https://mlsanity.com/paper/2308.00174/

## Key facts

- Cited by 2 papers in the map (data through 14 Oct 2026).
- First posted on arXiv 31 Jul 2023.

## Built on by (most cited first, 2 of 2)

- [LLM-Agents Driven Automated Simulation Testing and Analysis of small Uncrewed Aerial Systems](https://mlsanity.com/paper/2501.11864/) (2025)
- [Cesium Tiles for High-realism Simulation and Comparing SLAM Results in Corresponding Virtual and Real-world Environments](https://mlsanity.com/paper/2401.07962/) (2024)

## Abstract (arXiv)

Rigorous testing of small Uncrewed Aerial Systems (sUAS) is crucial to ensure their safe and reliable deployment in the real world. sUAS developers aim to validate the reliability and safety of their applications through simulation testing. However, the dynamic nature of the real-world environment, including factors such as challenging weather conditions and wireless interference, causes unique software faults that may only be revealed through field testing. Considering the high cost and impracticality of conducting field testing in thousands of environmental contexts and conditions, there exists a pressing need to develop automated techniques that can generate high-fidelity, realistic environments enabling sUAS developers to deploy their applications and conduct thorough simulation testing in close-to-reality environmental conditions. To address this need, DroneReqValidator (DRV) offers a comprehensive small Unmanned Aerial Vehicle (sUAV) simulation ecosystem that automatically generates realistic environments based on developer-specified constraints, monitors sUAV activities against predefined safety parameters, and generates detailed acceptance test reports for effective debugging and analysis of sUAV applications. Providing these capabilities, DRV offers a valuable solution for enhancing the testing and development process of sUAS. The comprehensive demo of DRV is available at https://www.youtube.com/watch?v=Fd9ft55gbO8