Air-Ground Task Collaboration Safety Analysis Based on Real-Valued Differential Biclustering for Midterm Conflict in Single-Pilot Operations of Commercial Aircraft

Article Engineering, Aerospace

DFCluster: An efficient algorithm to mine maximal differential biclusters for single pilot operations task synthesis safety analysis

Yong Chen et al.

Summary: This paper proposes an efficient differential bicluster mining algorithm to discover safety issues caused by task synthesis. Experimental results show that the algorithm is more efficient than existing algorithms. Based on the mining results, the SPO air-ground collaborative system architecture is modified, which improves the safety of the SPO system.

CHINESE JOURNAL OF AERONAUTICS (2022)

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Article Computer Science, Cybernetics

Evaluation of Playbook Delegation Approach in Human-Autonomy Teaming for Single Pilot Operations

Guliz Tokadli et al.

Summary: The study evaluated a Playbook delegation approach for human-autonomy teaming in Single Pilot Operations. Results show that real-time collaboration between pilots and autonomous teammates is crucial for supporting HAT. Additionally, the ability to support human-like communication is critical in facilitating decision-making processes.

INTERNATIONAL JOURNAL OF HUMAN-COMPUTER INTERACTION (2021)

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Article Computer Science, Artificial Intelligence

Single Pilot Operations IN Commercial Cockpits: Background, Challenges, and Options

Paul L. Myers et al.

Summary: The compelling reasons for airlines to consider single pilot operations include economic savings, coping with a shortage of pilots, and advancements in automation and artificial intelligence technology. Despite challenges, the implementation of single pilot operations is likely to continue to move forward due to technological advancements and potential economic benefits in commercial aviation.

JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS (2021)

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Review Psychology, Applied