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September 10, 2025Visual Computing for Industry Biomedicine and Art15 citationsOpen Access

Lightweight and mobile artificial intelligence and immersive technologies in aviation

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GWGraham WildANAziida NanyongaAIAnam Iqbal

Key Points

  • AI integration enhances aviation safety by assisting pilots and improving safety management systems.
  • Lightweight AI models are vital for mobile applications, especially in resource-limited environments like drones.
  • Addressing challenges like algorithmic bias and cybersecurity is essential for successful AI implementation.
  • The future of aviation may feature advanced AI and immersive technologies, leading to a more efficient and sustainable industry.

Abstract

Abstract This review examines the current applications, benefits, challenges, and future potential of artificial intelligence (AI) and immersive aviation technologies. AI has been applied across various domains, including flight operations, air traffic control, maintenance, and ground handling. AI enhances aviation safety by enabling pilot assistance systems, mitigating human error, streamlining safety management systems, and aiding in accident analysis. Lightweight AI models are crucial for mobile applications in aviation, particularly for resource-constrained environments such as drones. Hardware considerations involve trade-offs between energy-efficient field-programmable gate arrays and power-consuming graphics processing units. Battery and thermal management are critical for mobile device applications. Although AI integration has numerous benefits, including enhanced safety, improved efficiency, and reduced environmental impact, it also presents challenges. Addressing algorithmic bias, ensuring cybersecurity, and managing the relationship between human operators and AI systems are crucial. The future of aviation will likely involve even more sophisticated AI algorithms, advanced hardware, and increased integration of AI with augmented reality and virtual reality, creating new possibilities for training and operations, and ultimately leading to a safer, more efficient, and more sustainable aviation industry.

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Cite This Study

Wild et al. (2025) studied this question.

synapsesocial.com/papers/68c183f89b7b07f3a060fb1ehttps://doi.org/10.1186/s42492-025-00203-z
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