Title
Performance analysis of a human-robot collaborative target recognition system
Abstract
This paper presents a comprehensive analysis of time and action operational costs on an objective function developed by Bechar et al. (A. Bechar, J. Meyer and Y. Edan, "An objective function to evaluate performance of human-robot collaboration in target recognition tasks," IEEE Trans. Syst. Man Cybern. Part C39(6), 611-620 (2009)) for collaborative target recognition systems. Different task types, system reaction types, and environments were evaluated. Results reveal two types of task and system reactions-one focused on minimizing false alarms, and the second on detecting a target when one is presented. In addition, the analysis reveals a new property of the objective function based on a specific ratio between the weight differences that generalizes the model's objective function and facilitates its analysis. Results indicate that human decision time strongly influences system performance.
Year
DOI
Venue
2012
10.1017/S0263574711001020
Robotica
Keywords
DocType
Volume
performance analysis,human-robot collaborative target recognition,system performance,human decision time,different task type,system reactions-one,target recognition task,objective function,comprehensive analysis,IEEE Trans,collaborative target recognition system,system reaction type
Journal
30
Issue
ISSN
Citations 
5
0263-5747
1
PageRank 
References 
Authors
0.38
7
3
Name
Order
Citations
PageRank
Y. Oren110.38
Avital Bechar2334.82
Y. Edan36110.40