Framework of level-of-autonomy-based concept of operations : UAS capabilities
The utility of unmanned aircraft system (UAS) is growing fast in recent years with applications like parcel delivery and security patrol. However, most of the current applications require the involvement of human operator, posing challenges for large-scale UAS deployment due to the operator’s and ai...
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sg-ntu-dr.10356-1518312021-12-18T20:10:40Z Framework of level-of-autonomy-based concept of operations : UAS capabilities Pang, Bizhao Wang, John Chung-Hung Low, Kin Huat School of Mechanical and Aerospace Engineering 2021 IEEE/AIAA 40th Digital Avionics Systems Conference (DASC) Air Traffic Management Research Institute Civil engineering::Transportation Engineering::Aeronautical engineering::Aviation Unmanned Aircraft System Level of Autonomy The utility of unmanned aircraft system (UAS) is growing fast in recent years with applications like parcel delivery and security patrol. However, most of the current applications require the involvement of human operator, posing challenges for large-scale UAS deployment due to the operator’s and air traffic control officer’s (ATCO) limited cognitive capability to control and monitor the traffic. Autonomous UAS operation that reduces the operator and ATCO workload could be a promising solution to meet that challenge. The main aim of this paper, therefore, is to propose a conceptual framework for Level of Autonomy (LoA) based concept of operations (ConOps). The discussion includes the definition and evaluation of LoA and the investigation opportunities of enabling UAS operation at various LoA via case studies. This could be further extended for mixed operation with vehicles of multiple LoA. The framework is presented around core factors defining levels of autonomy for UAS and character for each level in terms of operational actions. Two use cases involving scheduled parcel delivery and non-scheduled emergency operation are presented to demonstrate the evaluation of LoA for a given operation. The proposed framework could serve to identify opportunities for research and engineering development of UAS operations in urban environments. Civil Aviation Authority of Singapore (CAAS) Nanyang Technological University Accepted version This research is supported by the Civil Aviation Authority of Singapore and Nanyang Technological University, Singapore under their collaboration in the Air Traffic Management Research Institute. 2021-12-14T11:55:47Z 2021-12-14T11:55:47Z 2021 Conference Paper Pang, B., Wang, J. C. & Low, K. H. (2021). Framework of level-of-autonomy-based concept of operations : UAS capabilities. 2021 IEEE/AIAA 40th Digital Avionics Systems Conference (DASC). https://dx.doi.org/10.1109/DASC52595.2021.9594469 https://hdl.handle.net/10356/151831 10.1109/DASC52595.2021.9594469 en © 2021 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. The published version is available at: https://doi.org/10.1109/DASC52595.2021.9594469. application/pdf |
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Civil engineering::Transportation Engineering::Aeronautical engineering::Aviation Unmanned Aircraft System Level of Autonomy Pang, Bizhao Wang, John Chung-Hung Low, Kin Huat Framework of level-of-autonomy-based concept of operations : UAS capabilities |
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The utility of unmanned aircraft system (UAS) is growing fast in recent years with applications like parcel delivery and security patrol. However, most of the current applications require the involvement of human operator, posing challenges for large-scale UAS deployment due to the operator’s and air traffic control officer’s (ATCO) limited cognitive capability to control and monitor the traffic. Autonomous UAS operation that reduces the operator and ATCO workload could be a promising solution to meet that challenge. The main aim of this paper, therefore, is to propose a conceptual framework for Level of Autonomy (LoA) based concept of operations (ConOps). The discussion includes the definition and evaluation of LoA and the investigation opportunities of enabling UAS operation at various LoA via case studies. This could be further extended for mixed operation with vehicles of multiple LoA. The framework is presented around core factors defining levels of autonomy for UAS and character for each level in terms of operational actions. Two use cases involving scheduled parcel delivery and non-scheduled emergency operation are presented to demonstrate the evaluation of LoA for a given operation. The proposed framework could serve to identify opportunities for research and engineering development of UAS operations in urban environments. |
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School of Mechanical and Aerospace Engineering |
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School of Mechanical and Aerospace Engineering Pang, Bizhao Wang, John Chung-Hung Low, Kin Huat |
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Conference or Workshop Item |
author |
Pang, Bizhao Wang, John Chung-Hung Low, Kin Huat |
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Pang, Bizhao |
title |
Framework of level-of-autonomy-based concept of operations : UAS capabilities |
title_short |
Framework of level-of-autonomy-based concept of operations : UAS capabilities |
title_full |
Framework of level-of-autonomy-based concept of operations : UAS capabilities |
title_fullStr |
Framework of level-of-autonomy-based concept of operations : UAS capabilities |
title_full_unstemmed |
Framework of level-of-autonomy-based concept of operations : UAS capabilities |
title_sort |
framework of level-of-autonomy-based concept of operations : uas capabilities |
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2021 |
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https://hdl.handle.net/10356/151831 |
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1720447109996478464 |