Abstract
This paper describes a simple method of dead-reckoning based on off-the-shelf components: optical mouses and a laptop. The problem is formulated as finding a transformation of mouses positions to position of the robot. The formulation of the transformation is based on a method already used in range-based localization. Beside a solution of the transformation, the paper provides description of practical application of mouse based localization for a home made robot. The paper considers identification and mouse data reading procedures as well. The presented approach has been evaluated in several real experiments and the proposed localization provides competitive results to the odometry based on high-precision stepper motors.
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References
Evolution Robotics - ER1 Personal Robot System, http://www.evolution.com/er1
Hu, J.S., Chang, Y.J., Hsu, Y.L.: Calibration and Data Integration of Multiple Optical Flow Sensors for Mobile Robot Localization. In: IEEE International Conference on Sensor Networks, Ubiquitous and Trustworthy Computing, SUTC 2008, pp. 464–469 (2008)
Lee, S.: Mobile robot localization using optical mice. In: IEEE Conference on Robotics, Automation and Mechatronics, vol. 2, pp. 1192–1197 (December 2004)
Lee, S., Song, J.B.: Mobile robot localization using optical flow sensors. International Journal of Control, Automation, and Systems 2(4), 485–493 (2004)
Lu, F., Milios, E.: Robot pose estimation in unknown environments by matching 2d range scans. Journal of Intelligent and Robotic Systems 18, 249–275 (1994)
Palacin, J., Valgaon, I., Pernia, R.: The optical mouse for indoor mobile robot odometry measurement. Sensors and Actuators A: Physical 126(1), 141–147 (2006)
The Player Project - Free Software tools for robot and sensor applications, http://playerstage.sourceforge.net/
Sekimori, D., Miyazaki, F.: Self-localization for indoor mobile robots based on optical mouse sensor values and simple global camera information. In: IEEE International Conference on Robotics and Biomimetics (ROBIO 2005), pp. 605–610 (2005)
Sekimori, D., Miyazaki, F.: Precise dead-reckoning for mobile robots using multiple optical mouse sensors. In: Informatics in Control, Automation and Robotics II, pp. 145–151 (2007)
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© 2011 Springer-Verlag Berlin Heidelberg
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Mudrová, L., Faigl, J., Halgašík, J., Krajník, T. (2011). Estimation of Mobile Robot Pose from Optical Mouses. In: Obdržálek, D., Gottscheber, A. (eds) Research and Education in Robotics - EUROBOT 2010. EUROBOT 2010. Communications in Computer and Information Science, vol 156. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-27272-1_9
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DOI: https://doi.org/10.1007/978-3-642-27272-1_9
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-27271-4
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