Title :
An Indoor Localization Framework for Four-Rotor Flying Robots Using Low-Power Sensor Nodes
Author :
Eckert, Juergen ; German, Reinhard ; Dressler, Falko
Author_Institution :
Dept. of Comput. Sci., Univ. of Erlangen-Nuremberg, Erlangen, Germany
Abstract :
We study the relevance of highly precise indoor localization techniques for quadrocopters and present an ultrasonic sensor system that achieves excellent localization performance, although the system has to rely on the limited computation resources of sensor nodes used for time-of-flight-based localization. Quadrocopters, i.e., flying four-rotor robots, are on-board sensor controlled systems. In comparison to classical monorotor objects (helicopters), the quadrocopters can be piloted with much lower effort. However, lateral drifts cannot be compensated for only referring to the built-in sensors. Nonetheless, the detection of such drifts is strongly necessary for indoor operation-without any corrections, the quadrocopter would quickly cause a collision. To compensate for the dislocation, we developed an indoor-localization framework for time-of-flight-based localization using ultrasonic sensors. It is optimized for use in sensor nodes with low computational power and limited memory. The system is designed for high scalability and to provide high accuracy, even in the case of erroneous measurements. The developed hardware platform is very lightweight to be carried by mobile robots and flying quadrocopters. Based on our real-time localization system, position controller and navigation functionality can be implemented.
Keywords :
helicopters; mobile robots; path planning; position control; ultrasonic devices; four rotor flying robots; indoor localization framework; low power sensor nodes; mobile robot; on-board sensor controlled systems; quadrocopters; time-of-flight-based localization; ultrasonic sensor system; Accuracy; Equations; Estimation; Robot sensing systems; Ultrasonic imaging; Ultrasonic variables measurement; Flying robot; indoor localization; sensor network; ultrasonic;
Journal_Title :
Instrumentation and Measurement, IEEE Transactions on
DOI :
10.1109/TIM.2010.2085850