יוסי אורן

אקדמי בכיר

Performance analysis of a human-Robot collaborative target recognition system

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 C 39(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.

שפת פרסום אנגלית
דפים 813-826
כתב עת Robotica
כרך 30
נושא מספר 5
סטטוס פרסום פורסם - 01.09.2012

Keywords

Human-robot collaboration
Objective function
Operational cost
Operational level
Performance analysis
Target recognition

ASJC Scopus subject areas

Control and Systems Engineering
Software
Computational Mechanics
General Mathematics
Modeling and Simulation
Rehabilitation
Mechanical Engineering
Computer Vision and Pattern Recognition
Computer Science Applications
Control and Optimization
Artificial Intelligence
גישה למסמך
10.1017/S0263574711001020
קבצים וקישורים אחרים
Link to publication in Scopus