Adaptive Sensing Data Augmentation for Drones Using Attention-Based GAN
Namkyung Yoon,
Kiseok Kim,
Sangmin Lee
et al.
Abstract:Drones have become essential tools across various industries due to their ability to provide real-time data and perform automated tasks. However, integrating multiple sensors on a single drone poses challenges such as payload limitations and data management issues. This paper proposes a comprehensive system that leverages advanced deep learning techniques, specifically an attention-based generative adversarial network (GAN), to address data scarcity in drone-collected time-series sensor data. By adjusting sens… Show more
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