Analysing temporal performance profiles of UAV operators using time series clustering

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• 作者：V&iacute ; ctor Rodr&iacute ; guez-Ferná ; ndez ; ^a ; ^{victor.rodriguez@inv.uam.es" class="auth_mail" title="E-mail the corresponding author} ; Hé ; ctor D. Mené ; ndez^b ; ^{h.menendez@ucl.ac.uk" class="auth_mail" title="E-mail the corresponding author} ; David Camacho^a ; ^{david.camacho@uam.es" class="auth_mail" title="E-mail the corresponding author}
• 关键词：UAVs ; UAV operators ; Time Series Clustering ; Performance measures ; Simulation-Based Training
• 刊名：Expert Systems with Applications
• 出版年：2017
• 出版时间：15 March 2017
• 年：2017
• 卷：70
• 期：Complete
• 页码：103-118
• 全文大小：1751 K

文摘

<dl class="listitem" id="list_celist0005"><dt class="label">•dt><dd>

d="para0001">A methodology for analysing UAV operators based on their performance evolution.

dd><dt class="label">•dt><dd>

d="para0002">Time series clustering to extract the most representative operator temporal profiles.

dd><dt class="label">•dt><dd>

d="para0003">Quantitative evaluation using human judgement-based ground truth data.

dd><dt class="label">•dt><dd>

d="para0004">Experimentation carried out in a lightweight multi-UAV simulation environment.

dd><dt class="label">•dt><dd>

d="para0005">The resulting profiles contain distinct and informative behavioural patterns.

dd>dl>