GPT Voice-Driven Natural Language Control for ArduPilot-Guided UAVs

This research work introduces a new system that utilizes Generative Pretrained Transformer (GPT) Large Language Models (LLMs) to enable language-based control for Unmanned Aerial Vehicles (UAVs). The system enables nonexpert users to easily control UAVs using natural language. It integrates GPT-4o-mini model with the widely used open-source ArduPilot Software. The developed system supports both audio and written inputs and accommodates multiple languages. The LLM reasons about the request and generates the required functionality. OpenAI's API (Application Programming Interface) and Function Calling are used to implement the task.

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Publication Details

Published
2025-02-17
DOI
https://doi.org/10.1109/ssd64182.2025.10990012
Citations
1
Primary Topic
Advanced Neural Network Applications
Type
article
Field-Weighted Citation Impact
1.28
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article

GPT Voice-Driven Natural Language Control for ArduPilot-Guided UAVs

Omar Daoud, Saqer S. Alja’afreh, Aser M. Matarneh, Mohammad Al Khawaldah
1 citations
Advanced Neural Network Applications
1.28
article

GPT Voice-Driven Natural Language Control for ArduPilot-Guided UAVs

Omar Daoud, Saqer S. Alja’afreh, Aser M. Matarneh, Mohammad Al Khawaldah
article en
1 citations

Abstract

This research work introduces a new system that utilizes Generative Pretrained Transformer (GPT) Large Language Models (LLMs) to enable language-based control for Unmanned Aerial Vehicles (UAVs). The system enables nonexpert users to easily control UAVs using natural language. It integrates GPT-4o-mini model with the widely used open-source ArduPilot Software. The developed system supports both audio and written inputs and accommodates multiple languages. The LLM reasons about the request and generates the required functionality. OpenAI's API (Application Programming Interface) and Function Calling are used to implement the task.

Al-Balqa Applied University (JO), American University of Kuwait (KW)
Quality Education
Openalex Percentile: Top 20%
Advanced Neural Network Applications
1.28
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