Scheduling Tasks for Human Operators in Monitoring and Surveillance Applications

被引:6
作者
Hari, Sai Krishna Kanth [1 ]
Sundar, Kaarthik [2 ]
Rathinam, Sivakumar [3 ]
Darbha, Swaroop [3 ]
机构
[1] Texas A&M Univ, Dept Mech Engn, College Stn, TX 77843 USA
[2] Ctr Nonlinear Studies, Los Alamos, NM 87544 USA
[3] Texas A&M Univ, Dept Mech Engn, College Stn, TX 77843 USA
关键词
human-in-loop; scheduling; unmanned aerial vehicles; intelligence & reconnaissance;
D O I
10.1016/j.ifacol.2016.12.189
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We consider a scheduling arises in the context of surveillance or reconnaissance missions by multiple unmanned aerial vehicles (UAVs) where human operators would be present to perform tasks that require a high level of expertise and reasoning. Each UAV performing the mission provides a video stream Or the targets it monitors to the human operator who is required to take critical decisions based on the Video stream. A single human operator often examines the video stream from multiple UAVs constantly; this can cause his/her visual attention to drop below an acceptable level while performing the tasks. We propose art automated system to ease the operator's work load by breaking up the video streams into parts and scheduling a subset of them for the operator's inspection. We present the architecture for the system, identify the various components involved to build such a system, formulate the associated scheduling problem as a mixed-integer linear program (MILP) and solve the same. Preliminary results are also presented to corroborate the effectiveness of the formulation. (C) 2016, IFAC (International Federation of Automatic Control) Hosting by Elsevier Ltd. All rights reserved.
引用
收藏
页码:54 / 59
页数:6
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