Air traffic control 교신 지원을 위한 neuro-adaptive 조종석 시스템 설계 및 안전 보증 전략 연구
Neuro-Adaptive Cockpit Communication Support System: A Strategic Design Study and Safety Assurance Strategy for Air Traffic Control Communication
Choi Myunghyun(Department of Aviation Safety Management, Far East University, Eumseong, Korea)
36권 1호, 19~24쪽
초록
Purpose: Communication between air traffic control and pilots is the cornerstone of aviation safety. However, the increasing complexity of flight environments often leads to cognitive overload, particularly during critical flight phases. This study proposes the Neuro-Adaptive Aerospace Support System (NAASS) Core to enhance situational awareness and manage pilot workload through real-time neurophysiological feedback. Methods: This paper is a concept validation study that proposes a system architecture and evaluates its feasibility based on existing neuro-physiological benchmarks. The system integrates an automatic speech recognition module fine-tuned from OpenAI’s Whisper-Large-v3 model and a neural-informed large language model. It utilizes functional near-infrared spectroscopy and Electroencephalography (EEG) to monitor the pilot’s cognitive state. Based on these inputs, an adaptive display system is designed to dynamically adjust information presentation levels. Results: The NAASS Core design evaluation indicates that cognitive workload is projected to decrease by 32.5%, and situation awareness is expected to improve by 28.4%. Conclusion: The proposed neuro-adaptive framework is designed to address the “Automation Paradox” by keeping the pilot in the decision-making loop while providing necessary cognitive support. This research proposes a robust safety assurance strategy aligned with aviation standards for future intelligent cockpit designs.
Abstract
Purpose: Communication between air traffic control and pilots is the cornerstone of aviation safety. However, the increasing complexity of flight environments often leads to cognitive overload, particularly during critical flight phases. This study proposes the Neuro-Adaptive Aerospace Support System (NAASS) Core to enhance situational awareness and manage pilot workload through real-time neurophysiological feedback. Methods: This paper is a concept validation study that proposes a system architecture and evaluates its feasibility based on existing neuro-physiological benchmarks. The system integrates an automatic speech recognition module fine-tuned from OpenAI’s Whisper-Large-v3 model and a neural-informed large language model. It utilizes functional near-infrared spectroscopy and Electroencephalography (EEG) to monitor the pilot’s cognitive state. Based on these inputs, an adaptive display system is designed to dynamically adjust information presentation levels. Results: The NAASS Core design evaluation indicates that cognitive workload is projected to decrease by 32.5%, and situation awareness is expected to improve by 28.4%. Conclusion: The proposed neuro-adaptive framework is designed to address the “Automation Paradox” by keeping the pilot in the decision-making loop while providing necessary cognitive support. This research proposes a robust safety assurance strategy aligned with aviation standards for future intelligent cockpit designs.
- 발행기관:
- 한국항공우주의학협회
- 분류:
- 항공생리