Title :
Performance Metrics of Speed and Separation Monitoring in Shared Workspaces
Author :
Marvel, Jeremy A.
Author_Institution :
Intell. Syst. Div., Nat. Inst. of Stand. & Technol., Gaithersburg, MD, USA
Abstract :
A set of metrics is proposed that evaluates speed and separation monitoring efficacy in industrial robot environments in terms of the quantification of safety and the effects on productivity. The collision potential is represented by separation metrics and sensor uncertainty based on perceived noise and bounding region radii. In the event of a bounding region collision between a robot and an obstacle during algorithm evaluation, the severity of the separation failure is reported as a percentage of volume penetration.
Keywords :
collision avoidance; failure analysis; industrial robots; productivity; sensors; separation; bounding region radii; collision potential; industrial robot environments; penetration volume; perceived noise; performance metrics; productivity; safety quantification; sensor uncertainty; separation monitoring efficacy; shared workspaces; speed monitoring; Collision avoidance; Measurement; Robot kinematics; Robot sensing systems; Safety; Service robots; Robot safety; collision avoidance; speed and separation monitoring;
Journal_Title :
Automation Science and Engineering, IEEE Transactions on
DOI :
10.1109/TASE.2013.2237904