DocumentCode
2464244
Title
Supervisory control of multi-robot systems by disaggregation and scheduling of quasi-natural language commands
Author
Remmersmann, Thomas ; Schade, Ulrich ; Schlick, Christopher
Author_Institution
Inf. Process. & Ergonomics FKIE, Fraunhofer Inst. for Commun., Wachtberg, Germany
fYear
2012
fDate
14-17 Oct. 2012
Firstpage
315
Lastpage
320
Abstract
Natural language is a very intuitive and efficient way to interact with robotic systems and to control mobile multi-robot systems (MRS). Because of this we designed a graphical user interface (GUI) which allows the creation of orders as sentences. The interface allows only sentences in a quasi-natural language that follow production rules and keeps them unambiguous. Because of these properties those sentences can be easily processed by a computer. This concept allows an intuitive input of high level tasks while we avoid natural language processing problems like complex, ambiguous sentences. In this paper we show how those high level tasks can be mapped into basic robot commands. This mapping can require complex conditions, e.g., spatial or temporal constrains, and depends on the capabilities of the MRS. In this paper we focus on how the result of this mapping can be scheduled. We used genetic algorithms to determine which task should be executed by which robot and in what order. A planning algorithm calculates the expected start and end times of every task and tries to satisfy the given constrains.
Keywords
control engineering computing; genetic algorithms; graphical user interfaces; knowledge based systems; mobile robots; multi-robot systems; natural language processing; path planning; scheduling; GUI; MRS; genetic algorithms; graphical user interface; high level tasks; mobile multirobot systems; natural language processing problems; planning algorithm; production rules; quasi-natural language command disaggregation; quasi-natural language command scheduling; robot commands; spatial constraints; supervisory control; temporal constraints; Biological cells; Genetic algorithms; Genetics; Graphical user interfaces; Planning; Roads; Robots; BML; C2 systems; multi-robot systems; natural language; planning; scheduling;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man, and Cybernetics (SMC), 2012 IEEE International Conference on
Conference_Location
Seoul
Print_ISBN
978-1-4673-1713-9
Electronic_ISBN
978-1-4673-1712-2
Type
conf
DOI
10.1109/ICSMC.2012.6377720
Filename
6377720
Link To Document