NDLI: Flight deck human-automation issue detection via intent inference

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Flight deck human-automation issue detection via intent inference

Content Provider	ACM Digital Library
Author	Hwang, Inseok Leiden, Kenneth Lee, Sangjin
Abstract	In this paper, we propose a new framework to detect flight deck human-automation issues using onboard recorded flight data. As aircraft have become increasingly more sophisticated, today's aviation safety challenges include human-automation issues as a core area of focus, especially as the advanced flight deck has been installed into a significant portion of the operational aircraft fleet. The complexity of the advanced flight deck leads to new safety concerns such as dysfunction of the human-automation interaction. The proposed framework is to detect undesirable human-automation interactions from flight data using hybrid system modeling and intent inference. The complex behaviors of the automation and the pilot are modeled as a hybrid system and a discrete event system, respectively. Human-automation issues are then identified by detecting the inconsistencies between the inferred intents of the automation and the pilot. The framework is tested with an illustrative human-automation issue.
Starting Page	1
Ending Page	8
Page Count	8
File Format	PDF
ISBN	9781450325608
DOI	10.1145/2669592.2669690
Language	English
Publisher	Association for Computing Machinery (ACM)
Publisher Date	2014-07-30
Publisher Place	New York
Access Restriction	Subscribed
Subject Keyword	Intent inference Human-automation interaction Discrete event system Hybrid system
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

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