Control Systems and Computers, N6, 2019, Article 6
https://doi.org/10.15407/csc.2019.06.058
Control Systems and Computers, 2019, Issue 6 (284), pp. 58-65.
UDC 004.896
Sukhoruchkina Olga N., Senior researches, International Research and Training Center for Informational Technologies and Systems of the National Academy of Sciences of Ukraine and Ministry of Education and Science of Ukraine, 40 Academician Glushkov av., Kyiv 03187 Ukraine, sukhoru@ gmail.com
The Virtual Sensors for Intelligent Control
of the Mobile Robot
The completeness of situational awareness has an important significance for intelligent control of autonomous mobile robot when it operates at a dynamic environment. Usually, the robot is equipped with some set of physical sensors for evaluating certain environmental properties. However, the information from physical devices only may not be enough at analyzing situations to select targeted robot actions. The technique of some virtual sensors implementations for estimations of possible mutual “robot – surrounding objects” states which necessary for path planning problem or planning the robot’s target positions are considered.
Download full text! (In English).
Keywords: autonomous mobile robot, intelligent control, virtual sensor, 3D model.
- Makarov, I.M., Lokhin, V.M., Manko, S.V., Romanov, M.P., 2006. “Artificial Intelligence and Intelligent Control Systems”. M .: Nauka, 333 p.
- Sukhoruchkina, O.N., 2007. “The structures of functional organization of the mobile cybernetic system intelligent control”.Upravlausie sistemy i masiny, 3, pp. 26–33, 63. (In Russian).
- Sukhoruchkina, O.N., 2012. “The structures and information processes of the mobile robot intelligent control”. Zbіrnyk naukovykh prats Instytutu problem modelyuvannya v energetytsi іm. G.Ye. Pukhova NAN Ukrainy, No. 62, pp. 93–101.
- Pronin, A.S., Progonny, N.V., Sukhoruchkina, O.N., 1991. “Construction of images of three-dimensional scenes formed by disjoint convex polyhedra”. Problem solving in intelligent computer environments. Kiev: Institute of Cybernetics named after V.M. Glushkov Academy of Sciences of the Ukrainian SSR, pp. 46–55. (In Russian).
- Sukhoruchkina, O.N., 2008. “The multifunctional application of 3D models in the autonomous mobile robot dataware”. Collected Abstracts of the 19th All-Russian Scientific-and-Technological Conference with International Participation, April 8-9, Saint-Petersburg, pp. 107–108.
- Lowe, D.G., 1999. “Object recognition from local scale-invariant features”. Proceedings of the International Conference on Computer Vision (Corfu, Greece, September 1999), No. 2, 1150–1157. DOI: 1109/ICCV.1999.790410.
- Sukhoruchkina, O.N., Progonnyi, N.V., Voronov, M.A., 2017. “Interpretation and use of measurements of the rangefinder sensor in the control tasks of the autonomous robot”. Upravlausie sistemy i masiny, 1, pp. 26-34. (In Russian).
https://doi.org/10.15407/usim.2017.01.026 - Li, Z., Ye, J., Wu, H., 2019, “A virtual sensor for collision detection and distinction with conventional industrial robots”. Sensors (Basel), 19(10): 2368. Published online 2019 May 23. DOI: 10.3390/s19102368. https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6566985/.
https://doi.org/10.3390/s19102368
Received 04.12.19