Abstract
In this paper it is presented the stochastic modeling of a time of flight sensor, to be applied in a mobile robotics application. The sensor was configured to provide data at a frequency 30 Hz, obtaining a tradeoff between reactiveness and accuracy. The sensor data was acquired using a microcontroller development board, being the sensor moved with a manipulator, in order to assure repeatability and accuracy in the data acquisition process. The sensor was modeled having in mind the targets color, ranging from black to white for the working range, its variance, standard deviation, offset, means and errors measures were estimated.
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References
Lindner, M., Schiller, I., Kolb, A., Koch, R.: Time-of-flight sensor calibration for accurate range sensing. Comput. Vis. Image Underst. 114(12), 1318–1328 (2010)
Seiter, J., Hofbauer, M., Davidovic, M., Zimmermann, H.: FPGA based time-of-flight 3D camera characterization system. In: 2013 IEEE 16th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS), pp. 240–245. IEEE (2013)
Li, L., et al.: Time-of-flight camera–an introduction. Technical white paper, no. SLOA190B (2014)
Vl53l0x datasheet - stmicroelectronics. https://www.alldatasheet.com/datasheet-pdf/pdf/948120/STMICROELECTRONICS/VL53L0X.html?mo. Accessed 03 Jan 2022
Gonçalves, J., Lima, J., Oliveira, H., Costa, P.: Sensor and actuator modeling of a realistic wheeled mobile robot simulator. In: 2008 IEEE International Conference on Emerging Technologies and Factory Automation, pp. 980–985. IEEE (2008)
Malheiros, P., Gonçalves, J., Costa, P.: Towards a more accurate infrared distance sensor model. Manuf. Syst. Eng. Unit (2009)
Campos, D., Santos, J., Gonçalves, J., Costa, P.: Modeling and simulation of a hacked neato XV-11 laser scanner. In: Robot 2015: Second Iberian Robotics Conference. AISC, vol. 417, pp. 425–436. Springer, Cham (2016). https://doi.org/10.1007/978-3-319-27146-0_33
Paulo, C., José, G., José, L., Paulo, M.: Simtwo realistic simulator: a tool for the development and validation of robot software. Theory Appl. Math. Comput. Sci. 1(1), 17–33 (2011)
Laković, N., Brkić, M., Batinić, B., Bajić, J., Rajs, V., Kulundžić, N.: Application of low-cost VL53L0X ToF sensor for robot environment detection. In: 2019 18th International Symposium INFOTEH-JAHORINA (INFOTEH), pp. 1–4. IEEE (2019)
Kassow robots - kr810. https://www.kassowrobots.com/products/kr810/. Accessed 03 Jan 2022
Lazarus homepage. https://www.lazarus-ide.org/. Accessed 03 Jan 2022
Protocolo modbus: Fundamentos e aplicações. https://www.embarcados.com.br/protocolo-modbus/. Accessed 03 Jan 2022
McKinney, W., et al.: pandas: a foundational python library for data analysis and statistics. Python High Perform. Sci. Comput. 14(9), 1–9 (2011)
15 python libraries for data science you should know. https://www.dataquest.io/blog/15-python-libraries-for-data-science/. Accessed 03 Feb 2022
Acknowledgments
This work has been supported by FCT - Fundação para a Ciência e Tecnologia within the Project Scope: UIDB/05757/2020.
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Brancalião, L., Conde, M.Á., Costa, P., Gonçalves, J. (2022). Stochastic Modeling of a Time of Flight Sensor to Be Applied in a Mobile Robotics Application. In: Brito Palma, L., Neves-Silva, R., Gomes, L. (eds) CONTROLO 2022. CONTROLO 2022. Lecture Notes in Electrical Engineering, vol 930. Springer, Cham. https://doi.org/10.1007/978-3-031-10047-5_55
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DOI: https://doi.org/10.1007/978-3-031-10047-5_55
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