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Collaborative Communications Between a Human and a Resilient Safety Support SystemSuccessful introductory UAM integration into the NAS will be contingent on resilient safety systems that support reduced-crew flight operations. In this paper, we present a system that performs three functions: 1) monitors an operator’s physiological state; 2) assesses when the operator is experiencing anomalous states; and 3) mitigates risks by a combination of dynamic, context-based unilateral or collaborative dynamic function allocation of operational tasks. The monitoring process receives high data-rate sensor values from eye-tracking and electrocardiogram sensors. The assessment process takes these values and performs a classification that was developed using machine learning algorithms. The mitigation process invokes a collaboration protocol called DFACC to which, based on context, performs vehicle operations that the operator would otherwise routinely execute. This system has been demonstrated in a UAM flight simulator for an operator incapacitation scenario. The methods and initial results as well as relevant UAM and AAM scenarios will be described.
Document ID
20210010015
Acquisition Source
Langley Research Center
Document Type
Conference Paper
Authors
Saeideh Samani
(Langley Research Center Hampton, Virginia, United States)
Richard Jessop
(Northrop Grumman (United States) Falls Church, Virginia, United States)
Angela Harrivel
(Langley Research Center Hampton, Virginia, United States)
Date Acquired
February 10, 2021
Subject Category
Aircraft Communications And Navigation
Meeting Information
Meeting: International Conference On Autonomous Systems
Location: Montreal, Canada
Country: US
Start Date: August 11, 2021
End Date: August 13, 2021
Sponsors: Institute of Electrical and Electronics Engineers
Funding Number(s)
WBS: 629660.04.31.07.30
Distribution Limits
Public
Copyright
Use by or on behalf of the US Gov. Permitted.
Patent
1614184220
Patent Application
Keywords
Advanced Air Mobility,
Human Monitoring
Communications Between Human and Autonomous Systems
Safe Aviation Transportation
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