Title :
Simulation of a cognitive algorithm for a distributed robotic sensing network
Author :
Schoenwald, David ; Xavier, Patrick ; Thomas, Edward ; Forsythe, Chris ; Parker, Eric
Author_Institution :
Sandia Nat. Labs., Albuquerque, NM, USA
Abstract :
This paper presents simulation and analysis of a collective of autonomous unmanned ground-based vehicles navigating a building searching for increasing smoke concentrations. The vehicles communicate smoke concentrations to each other to determine the location of the highest concentration value. The data generated front the robots´ sensors is used to activate a semantic network to generate data for further cognitive operations. Statistical analysis is employed on the data to identify schema and themes, which enable the robots to convey a story of their experiences, thus emulating human episodic memory.
Keywords :
cognitive systems; mobile robots; multi-robot systems; autonomous robotic vehicles; autonomous vehicles; cognitive algorithms; episodic memory; ground-based vehicles; human cognitive emulation; smoke concentrations; unmanned vehicles; Analytical models; Cognitive robotics; Computational modeling; Computer simulation; Emulation; Humans; Land vehicles; Remotely operated vehicles; Robot sensing systems; Statistical analysis;
Conference_Titel :
Automation Congress, 2002 Proceedings of the 5th Biannual World
Print_ISBN :
1-889335-18-5
DOI :
10.1109/WAC.2002.1049413