Energy-Aware Path Planning for Autonomous Mobile Robot Navigation
Maidana, Renan (Pontifical Catholic University of Rio Grande do Sul ) | Granada, Roger (Pontifical Catholic University of Rio Grande do Sul) | Jurak, Darlan (Pontifical Catholic University of Rio Grande do Sul) | Magnaguagno, Maurício (Pontifical Catholic University of Rio Grande do Sul) | Meneguzzi, Felipe (Pontifical Catholic University of Rio Grande do Sul) | Amory, Alexandre (Pontifical Catholic University of Rio Grande do Sul)
Battery life is yet one of the main limiting factors to a robot's total mission time, and efficient energy management is paramount in a robotic application. In this paper, we integrate energy awareness in the path planning of a mobile robot performing autonomous navigation. Our contributions are: 1) The formalization of a planning domain for mobile robot path planning which accounts for energy consumption and integrates energy actions in the generated plans; 2) A proof of concept of automatic path planning that avoids high energy areas in a known environment. We test our approach in simulation, extending an embedded computer's total battery discharge time by approximately 42.8%, and in a real ground mobile robot, achieving a mean energy draw reduction of 52.02%, both compared to conventional path planning.
