DocumentCode
1587029
Title
Energy-Effcient Scheduling for Autonomous Mobile Robots
Author
Brateman, Jeff ; Xian, Changjiu ; Lu, Yung-Hsiang
Author_Institution
Sch. of Electr. & Comput. Eng., Purdue Univ., West Lafayette, IN
fYear
2006
Firstpage
361
Lastpage
366
Abstract
An autonomous robot has to sense its environment and prevent collision. Stereovision is a widely used technology for distance calculation and collision prevention. While a robot is moving, it has to detect an obstacle before a collision. This result in a real-time constraint and it may be adjusted by slowing down the motor. Since mobile robots usually carry limited energy, energy conservation is crucial. Stereovision requires substantial amounts of computation and causes much energy consumption. This paper presents a new approach for energy conservation for a mobile robot. We consider the energy consumed by both the on-board processor and the motor. Our method controls both the processor´s frequency and the motor´s speed to reduce energy while preventing collision. We formulate the problem as non-linear optimization and demonstrate that more energy can be saved by adjusting both the frequency and the speed simultaneously
Keywords
collision avoidance; frequency control; image sensors; mobile robots; power consumption; robot vision; scheduling; stereo image processing; velocity control; autonomous mobile robots; collision prevention; distance calculation; energy conservation; energy-efficient scheduling; frequency control; nonlinear optimization; obstacle detection; real-time constraint; speed control; stereovision; Acceleration; Computer displays; Energy conservation; Energy consumption; Frequency; Mobile robots; Processor scheduling; Real time systems; Robot sensing systems; Voltage;
fLanguage
English
Publisher
ieee
Conference_Titel
Very Large Scale Integration, 2006 IFIP International Conference on
Conference_Location
Nice
Print_ISBN
3-901882-19-7
Type
conf
DOI
10.1109/VLSISOC.2006.313262
Filename
4107658
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