Autonomous vehicles
TalTech priority area
Research classification (Frascati)
Head of the research group
Research group member
Doctoral students
Keyword
Overview
The research group is working on the development and research on complex autonomoussystems, including localization, navigation, mission planning, sensorics, artificial intelligence,electro-mechanics, control, simulation and machine vision.The topics are applied to a full range of autonomous systems, in particular to self-driving vehicles, mobile robots, industrial logistics robotsand drones.
Related projects
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Publications related to the research group
- Malayjerdi, E., Sell, R., Malayjerdi, M., Udal, A., Bellone, M. Practical path planning techniques in overtaking for autonomous shuttles // Journal of field robotics (2022) Vol. 39, 4, p. 410-425.
https://doi.org/10.1002/rob.22057 - Pikner, H., Sell, R., Majak, J., Karjust, K. Safety system assessment case study of automated vehicle shuttle // Electronics (Switzerland) (2022) vol. 11, 7, art. 1162.
https://doi.org/10.3390/electronics11071162 - Caltagirone, L., Bellone, M., Svensson, L., Wahde, M., Sell, R. Lidar-camera semi-supervised learning for semantic segmentation // Sensors (2021) vol. 21, 14, art. 4813.
https://doi.org/10.3390/s21144813 - Sell, R., Soe, R.-M., Wang, R., Rassõlkin, A. Autonomous vehicle shuttle in Smart City testbed // Intelligent System Solutions for Auto Mobility and Beyond : Advanced Microsystems for Automotive Applications 2020. Cham : Springer, 2021. p. 143–157. (Lecture Notes in Mobility (LNMOB)).
https://doi.org/10.1007/978-3-030-65871-7_11 - Pikner, H., Sell, R., Majak, J., Karjust, K. Multi-layer cyber-physical control method for mobile robot safety systems // Proceedings of the Estonian Academy of Sciences (2021) 4, p. 383-391 : ill.
https://doi.org/10.3176/proc.2021.4.03 - Malayjerdi, M., Cem Baykara, B., Sell, R., Malayjerdi, E. Autonomous vehicle safety evaluation through a high-fidelity simulation approach // Proceedings of the Estonian Academy of Sciences (2021) 4, p. 413-421 : ill.
https://doi.org/10.3176/proc.2021.4.07 - Gu, J., Bellone, M., Sell, R., Lind, A. Object segmentation for autonomous driving using iseAuto data // Electronics (Switzerland) (2022) Vol. 11, Issue 7, Art. 1119.
https://doi.org/10.3390/electronics11071119 - Singh, M., Srivastava, R., Fuenmayor, E., Kuts, V., Qiao, Y., Murray, N., Devine, D. Applications of digital twin across industries : a review // Applied sciences (2022) vol. 12, 11, art. 5727.
https://doi.org/10.3390/app12115727 - Guerra-Zubiaga, D., Kuts, V., Mahmood, K., Bondar, A., Nasajpour-Esfahani, N., Otto, T. An approach to develop a digital twin for industry 4.0 systems : manufacturing automation case studies // International Journal of Computer Integrated Manufacturing (2021) Vol. 34, 9, p. 933-949 : ill.
https://doi.org/10.1080/0951192X.2021.1946857 - Garg, G., Kuts, V., Anbarjafari, G. Digital twin for FANUC robots: Industrial robot programming and simulation using virtual reality // Sustainability (Switzerland) (2021) Vol. 13, 18, Art. 10336.
https://doi.org/10.3390/su131810336 - Rassõlkin, A., Orosz, T., Demidova, G.L., Kuts, V., Rjabtšikov, V., Vaimann, T., Kallaste, A. Implementation of Digital Twins for electrical energy conversion systems in selected case studies // Proceedings of the Estonian Academy of Sciences (2021) vol. 70, 1, p. 19-39 : ill.
https://doi.org/10.3176/proc.2021.1.03 https://doi.org/wp-content/plugins/kirj/pub/proc-1-2021-19-39_20210201183802.pdf - Rassõlkin, A., Rjabtšikov, V., Vaimann, T., Kallaste, A., Kuts, V., Partyshev, A. Digital twin of an electrical motor based on empirical performance model // 2020 XI International Conference on Electrical Power Drive Systems (ICEPDS), Saint-Petersburg, Russia, October 4-7, 2020. Danvers : IEEE, 2020. p. 11-14 : ill.
https://doi.org/10.1109/ICEPDS47235.2020.9249366 - Kuts, V., Cherezova, N., Sarkans, M., Otto, T. Digital Twin : industrial robot kinematic model integration to the virtual reality environment // Journal of machine engineering (2020) vol. 20, 2, p. 53–64.
https://doi.org/10.36897/jme/120182 - Wang, R., Sell, R., Rassõlkin, A., Otto, T., Malayjerdi, E. Intelligent functions development on autonomous electric vehicle platform // Journal of machine engineering (2020) vol. 20, 2, p. 114-125.
https://doi.org/10.36897/jme/117787 - Rassõlkin, A., Rjabtšikov, V., Kuts, V., Vaimann, T., Kallaste, A., Asad, B., Partyshev, A. Interface development for digital twin of an electric motor based on empirical performance model // IEEE Access (2022) vol. 10, p. 15635-15643.
https://doi.org/10.1109/ACCESS.2022.3148708 - Tokarz, K., Czekalski, P., Drabik, G. Sell, R. et al. Internet of Things network infrastructure for the educational purpose // 2020 IEEE Frontiers in Education Conference (FIE). [S.l.] : IEEE, 2020.
https://doi.org/10.1109/FIE44824.2020.9274040 - Astrov, I., Udal, A. Neural predictive tracking control of catamaran model sailboat for situation awareness applications // INES 2020 : IEEE 24th International Conference on Intelligent Engineering Systems, July 8-10, 2020, Reykjavik, Iceland : proceedings. Piscataway, New Jersey : IEEE, 2020. p. 153-158 : ill.
https://doi.org/10.1109/INES49302.2020.9147126 - Pikner, H., Sell, R., Karjust, K., Malayjerdi, E., Velsker, T. Cyber-physical control system for autonomous logistic robot // 2021 IEEE 19th International Power Electronics and Motion Control Conference, The Silesian University of Technology Gliwice, Poland, 25 - 29 April, 2021 (PEMC) : proceedings. Danvers : IEEE, 2021. p. 699-704 : ill.
https://doi.org/10.1109/PEMC48073.2021.9432526 - Malayjerdi, M., Kuts, V., Sell, R., Otto, T., Baykara, B.C. Virtual simulations environment development for autonomous vehicles interaction // ASME 2020 : International Mechanical Engineering Congress and Exposition, November 16–19, 2020 : Virtual, Online : proceedings. : American Society of Mechanical Engineers, 2020. Paper No: IMECE2020-23362, V02BT02A009; 5 p. (Advanced Manufacturing ; vol. 2B).
https://doi.org/10.1115/IMECE2020-23362 - Mahmood, K., Otto, T., Kuts, V. et al. Advancement in production engineering education through Virtual Learning Factory Toolkit concept // Proceedings of the Estonian Academy of Sciences (2021) 4, p. 374-382 : ill.
https://doi.org/10.3176/proc.2021.4.02 - Rjabtšikov, V., Rassõlkin, A., Asad, B., Vaimann, T., Kallaste, A., Kuts, V., Jegorov, S., Stępien, M., Krawczyk, M. Digital Twin service unit for AC motor stator inter-turn short circuit fault detection // 2021 28th International Workshop on Electric Drives : Improving Reliability of Electric Drives (IWED). : IEEE, 2021.
https://doi.org/10.1109/IWED52055.2021.9376328 - Astrov, I., Udal, A., Roasto, I., Mõlder, H. Target tracking by neural predictive control of autonomous surface vessel for environment monitoring and cargo transportation applications // 2020 17th Biennial Baltic electronics conference, Tallinn, Estonia, October 6-8, 2020 : proceedings. Danvers : IEEE, 2020. 4 p.
https://doi.org/10.1109/BEC49624.2020.9277115 - Pizzagalli, S.L., Kuts, V., Otto, T. User-centered design for Human-Robot Collaboration systems // IOP conference series : materials science and engineering (2021) vol. 1140, art. 012011, 7 p.: ill.
https://doi.org/10.1088/1757-899X/1140/1/012011 - Medrano-Berumen, C., Malayjerdi, M, Ilhan Akbas, M., Sell, R. et al. Development of a validation regime for an autonomous campus shuttle // IEEE SoutheastCon 2020, Raleigh, NC, 28-29 March 2020 : IEEE Region 3's annual conference : virtual : proceedings. Danvers : IEEE, 2020. 8 p.
https://doi.org/10.1109/SoutheastCon44009.2020.9249692 - Bellone, M., Ismailogullari, A., Müür, J., Nissin, O., Sell, R., Soe, R-M. Autonomous driving in the real-world : the weather challenge in the Sohjoa Baltic Project // Towards connected and autonomous vehicle highways : technical, security and social challenges. Cham : Springer Nature, 2021. p. 229–255. (EAI/Springer Innovations in Communication and Computing).
https://doi.org/10.1007/978-3-030-66042-0_9 - Leier, M., Riid, A., Alumäe, T., Reinsalu, U., Pihlak, R., Udal, A., Heinsar, R., Vainküla, S. Smart elevator with unsupervised learning for visitor profiling and personalised destination prediction // 2021 IEEE International Conference on Cognitive and Computational Aspects of Situation Management (CogSIMA) : Virtual Conference, 14-22 May 2021 : proceedings. Danvers : IEEE, 2021. p. 9-16.
https://doi.org/10.1109/CogSIMA51574.2021.9475921 - Kuts, V., Rassõlkin, A., Partyshev, A., Jegorov, S., Rjabtšikov, V. ROS middle-layer integration to Unity 3D as an interface option for propulsion drive simulations of autonomous vehicles // IOP conference series : materials science and engineering (2021) vol. 1140, art. 012008, 7 p.:ill.
https://doi.org/10.1088/1757-899X/1140/1/012008 - Diachenko, D., Partyshev, A., Pizzagalli, S.L., Bondarenko, Y., Otto, T., Kuts, V. Industrial collaborative robot digital twin integration and control using robot operating system // Journal of Machine Engineering (2022) vol. 22, 2, p. 57 - 67.
https://doi.org/10.36897/jme/148110 - Astrov, I., Udal, A., Molder, H. An optimal control method for an autonomous surface vessel for environment monitoring and cargo transportation applications // 2021 25th International Conference Electronics : Proceedings of the 25th International Conference : ELECTRONICS 2021, Kaunas University of Technology, 14th–16th June, 2021, Palanga, Lithuania. Danvers : IEEE, 2021. 6 p.
https://doi.org/10.1109/IEEECONF52705.2021.9467483 - Kangru, T., Riives, J., Otto, T., Kuts, V., Moor, M. Optimisation of decision-making process in industrial robot selection // Journal of the machine engineering (2020) vol. 20, 1, p. 70−81.
https://doi.org/10.36897/jme/117788 - Rassõlkin, A., Rjabtšikov, V., Vaimann, T., Kallaste, A., Kuts, V. Concept of the test Bench for electrical vehicle propulsion drive data acquisition // 2020 XI International Conference on Electrical Power Drive Systems (ICEPDS), Saint-Petersburg, Russia, October 4-7, 2020. Danvers : IEEE, 2020. p. 35-42 : ill.
https://doi.org/10.1109/ICEPDS47235.2020.9249078 - Kuts, V., Marvel, J. A., Aksu, M., Pizzagalli, S. L., Sarkans, M., Bondarenko, Y., Otto, T. Digital twin as industrial robots manipulation validation tool // Robotics (2022) vol. 11, 5, art. 113.
https://doi.org/10.3390/robotics11050113 - Roberts, A., Malayjerdi, M., Malayjerdi, E., Maennel, O. M. Combined safety and cybersecurity testing methodology for autonomous driving algorithms // CSCS '22 : Proceedings of the 6th ACM Computer Science in Cars Symposium. : ACM, 2022. art. 12, 10 p.
https://doi.org/10.1145/3568160.3570235 - Sell, R., Malayjerdi, E., Malayjerdi, M., Baykara, B. C. Safety toolkit for automated vehicle shuttle - practical implementation of digital twin // 2022 International Conference on Connected Vehicle and Expo (ICCVE). : IEEE, 2022. 6 p.
https://doi.org/10.1109/ICCVE52871.2022.9742881 - Kuts, V., Bondarenko, Y., Gavriljuk, M., Paryshev, A., Jegorov, S., Pizzagall, S., Otto, T. Digital Twin : universal user interface for online management of the manufacturing system // Proceedings of the ASME 2021 International Mechanical Engineering Congress and Exposition. : ASME, 2021. paper no: IMECE2021-69092, 7 p. (Advanced Manufacturing ; vol. 2B).
https://doi.org/10.1115/IMECE2021-69092 - Roberts, A., Snetkov, N., Maennel, O. Cybersecurity test range for autonomous vehicle shuttles // 2021 IEEE European Symposium on Security and Privacy Workshops EuroS&PW 2021 : Virtual Conference, 6-10 September 2021 : proceedings. : IEEE, 2021. p. 239-249 : ill.
https://doi.org/10.1109/EuroSPW54576.2021.00031 - Mahmood, K., Otto, T., Golova, J., Kangru, T., Kuts, V. An approach to analyze the performance of advanced manufacturing environment // Procedia CIRP (2020) vol. 93, p. 628−633.
https://doi.org/10.1016/j.procir.2020.04.042 - Astrov, I., Udal, A., Molder, H., Jalakas, T., Moller, T. Wind force model and adaptive control of catamaran model sailboat // 2022 8th International Conference on Automation, Robotics and Applications, ICARA 2022. : IEEE, 2022. p. 202-208 : ill.
https://doi.org/10.1109/ICARA55094.2022.9738524 - Pizzagalli, S., Kuts, V., Bondarenko, Y., Otto, T. Evaluation of virtual reality interface interaction methods for digital twin industrial robot programming and control, a pilot study // Proceedings of the ASME 2021 International Mechanical Engineering Congress and Exposition. : ASME, 2021. paper no: IMECE2021-69408, 9 p. (Advanced Manufacturing ; vol. 2B).
https://doi.org/10.1115/IMECE2021-69408 - Kalda, K., Pizzagalli, S. L., Soe, R.-M., Sell, R., Bellone, M. Language of driving for autonomous vehicles // Applied sciences (2022) vol. 12, 11, art. 5406.
https://doi.org/10.3390/app12115406 - Udal, A., Jaanus, M., Piho, G. Task-based mobile learning ISC-system: built-in Coronavirus immunity confirmed // Educating Engineers for Future Industrial Revolutions : Proceedings of the 23rd International Conference on Interactive Collaborative Learning (ICL2020). Volume 2. Cham : Springer, 2021. p. 604-616. (Advances in Intelligent Systems and Computing ; 1329).
https://doi.org/10.1007/978-3-030-68201-9_59 - Mahmood, K., Otto, T., Kuts, V., Terkaj, W., Urgo, M., Haidegger, G. Development of virtual learning factory toolkit for production engineering education // IOP conference series : materials science and engineering (2021) vol. 1140, art. 012039, 8 p.
https://doi.org/10.1088/1757-899X/1140/1/012039 - Rassõlkin, A., Rjabtšikov, V., Kuts, V., Kudelina, K., Vaimann, T., Kallaste, A., Partyshev, A. Parametric digital twin of autonomous electric vehicle transmission // Journal of machine engineering (2021) vol. 21, 2, p. 131-140 : ill.
https://doi.org/10.36897/jme/134435 - Astrov, I., Udal, A., Pikner, H., Malayjerdi, E. A model-based LQR control of an obstacle avoidance maneuver of a self-driving car // 2022 IEEE 20th Jubilee World Symposium on Applied Machine Intelligence and Informatics (SAMI) : Poprad, Slovakia, 2-5 March 2022. : IEEE, 2022. p. 473-478 : ill.
https://doi.org/10.1109/SAMI54271.2022.9780755 - Kuaban, G. S., Nowak, M., Czekalski, P., Tokarz, K., Tangka, J. K., Siggursson, K., Nikitenko, A., Berkolds, K., Sell, R. An IoT course program to foster the adoption of IoT driven food and agriculture in Sub-Saharan Africa (SSA) // 2022 International Conference on Electrical, Computer and Energy Technologies (ICECET). : IEEE, 2022. p. 1-7.
https://doi.org/10.1109/ICECET55527.2022.9872825 - Jegorov, S., Rassõlkin, A., Rjabtšikov, V., Mohamed, M. I. H., Kuts, V. Novel digital twin concept for industrial application. Study case: propulsion drive system // Proceedings of ASME 2022 International Mechanical Engineering Congress and Exposition (IMECE2022), 2B: Columbus, Ohio, USA, October 30 - November 3, 2022. Danvers : ASME, 2022. art. IMECE2022-97243, V02BT02A011, 6 p..
https://doi.org/10.1115/IMECE2022-97243 - Srivastava, R., Kuts, V., Souza Gouveia, E. L., Murray, N., Devine, D., O'Connell, E. SMA-based haptic gloves usage in the smart factory concept : XR use case // Proceedings of ASME 2022 International Mechanical Engineering Congress and Exposition (IMECE2022), 2B: Columbus, Ohio, USA, October 30 - November 3, 2022. Danvers : ASME, 2022. art. IMECE2022-94305, V02BT02A017, 10 p.
https://doi.org/10.1115/IMECE2022-94305 - Kuts, V., Rassõlkin, A., Jegorov, S., Rjabtšikov, V. ROS middle-layer integration into Unity3D as an interface option for propulsion drive simulations of autonomous vehicles // Proceedings of the Estonian Academy of Sciences (2021) 4, p. 392-398 : ill.
https://doi.org/10.3176/proc.2021.4.04 - Chung, X. C. S., Qiao, Y., Kuts, V., Henry, J., McNevin, K., Murray, N. Teleoperation of the industrial robot : augmented reality application // MMSys '22: Proceedings of the 13th ACM Multimedia Systems Conference. : ACM, 2022. p. 299–303.
https://doi.org/10.1145/3524273.3532901 - Kalda, K., Sell, R., Soe, R-M. Use case of Autonomous Vehicle shuttle and passenger acceptance analysis // Proceedings of the Estonian Academy of Sciences (2021) vol. 70, 4, p. 429-436 : ill.
https://doi.org/10.3176/proc.2021.4.09 - Pärnamets, K., Udal, A., Koel, A., Pardy, T., Gyimah, N., Rang, T. Compact empirical model for droplet generation in a Lab-on-Chip cytometry system // IEEE Access (2022) vol. 10, p. 127708-127717.
https://doi.org/10.1109/ACCESS.2022.3226623 - Astrov, I., Udal, A., Molder, H. A trajectory control method for a strongly underactuated spherical underwater surveillance robot // 2021 IEEE 25th International conference on intelligent engineering systems (INES), 7-9 July 2021 : conference proceedings. Danvers : IEEE, 2021. p. 43–48.
https://doi.org/10.1109/INES52918.2021.9512931 - Pikner, H., Karjust, K. Multi-layer cyber-physical low-level control solution for mobile robots // IOP conference series : materials science and engineering (2021) vol. 1140, art. 012048.
https://doi.org/10.1088/1757-899X/1140/1/012048 - Udal, A., Jürise, M., Kaugerand, J., Sell, R. COMSPECT : a compact model for green vegetation reflectance spectra in the 400–900 nm wavelength range // Proceedings of the Estonian Academy of Sciences (2020) 4, p. 277-286 : ill.
https://doi.org/10.3176/proc.2020.4.01 - Astrov, I., Udal, A., Jaanus, M. A model-based adaptive control of an autonomous driving car for lane change maneuver // 2021 44th International Convention on Information, Communication and Electronic Technology (MIPRO), September 27 - October 1, 2021, Opatija, Croatia : proceedings. Rijeka : MIPRO, 2021. p. 1330-1335 : ill.
http://www.mipro.hr/LinkClick.aspx?fileticket=RAMnkK6T5UQ%3d&tabid=196&language=hr-HR https://doi.org/10.23919/MIPRO52101.2021.9597195 - Kalda, K., Sell, R., Soe, R.-M. Self-driving shuttle bus use case in city of Tallinn // IOP conference series : materials science and engineering (2021) vol. 1140, art. 012047, 6 p. : ill.
https://doi.org/10.1088/1757-899X/1140/1/012047 - Tähemaa, T., Sarkans, M., Sarand, I., Pohlak, M., Niidas, A., Saarna, M. The effect of UV-C radiation on the durability of 3D printed plastic parts in disinfectant devices // IOP conference series : materials science and engineering (2021) Vol. 1140, art. 012046, 6 p. : ill.
https://doi.org/10.1088/1757-899X/1140/1/012046 - Alsaleh, S., Tepljakov, A., Tamre, M., Kuts, V., Petlenkov, E. Digital twin simulations based reinforcement learning for navigation and control of a wheel-on-leg mobile robot // Proceedings of ASME 2022 International Mechanical Engineering Congress and Exposition (IMECE2022), 2B: Columbus, Ohio, USA, October 30 - November 3, 2022. Danvers : ASME, 2022. art. IMECE2022-95411, V02BT02A025, 8 p.
https://doi.org/10.1115/IMECE2022-95411 - Pizzagalli, S.L., Bondarenko, Y., Baykara, B.C., Niidas, A., Kuts, V., Kerm, M., Otto, T. Forestry crane immersive user interface for control and teleoperation // Proceedings of ASME 2022 International Mechanical Engineering Congress and Exposition (IMECE2022), 2B: Columbus, Ohio, USA, October 30 - November 3, 2022. Columbus : American Society of Mechanical Engineers (ASME), 2022. art. IMECE2022-94975.
https://doi.org/10.1115/IMECE2022-94975 - Udal, A., Jürise, M., Kaugerand, J., Sell, R. Easy to use empirical model for green vegetation reflection spectrum in VIS-NIR range // SPIE digital library., 2020. art. 115240H-1–14.
https://doi.org/10.1117/12.2570820 - Kase, K., Kasuk, T., Rüütmann, T., Sonk, K., Sell, R., Annus, I. Academic development support for implementing CDIO // 18th CDIO : International Conference : proceedings - full papers. Reykjavík : Reykjavík University, 2022. p. 634-646.
https://en.ru.is/media/cdio2022/CDIO_2022_Proceedings.pdf - Malayjerdi, M., Baykara, B. C., Sell, R., Malayjerdi, E. Safety assessment and simulation of autonomous vehicle in urban environments // IOP conference series : materials science and engineering (2021) vol. 1140, art. 012032, 6 p. : ill.
https://doi.org/10.1088/1757-899X/1140/1/012032 - Nutonen, K., Kuts, V., Otto, T. Industrial robot training in the simulation using the machine learning agent // Procedia computer science (2023) vol. 217, p. 446-455.
https://doi.org/10.1016/j.procs.2022.12.240 - Udal, A., Riid, A., Jaanus, M., Pärnamets, K., Lokuta, M. Development and testing of a compact voice command recognition algorithm for limited complexity microcontroller devices // 2018 22nd International Conference Electronics : Palanga, Lithuania, 18-20 June 2018. Red Hook : IEEE, 2018. p. 1-4 : ill.
http://doi.org/10.1109/ELECTRONICS.2018.8443645 - Udal, A., Kukk, V., Jaanus, M., Umbleja, K., Piho, G. Student behavior changes in Estonia revealed by e-learning technology // Digital Turn in Schools - Research, Policy, Practice : proceedings of ICEM 2018 Conference. Singapore : Springer, 2019. p. 83-90. (Lecture notes in educational technology).
https://doi.org/10.1007/978-981-13-7361-9_6 - Jaanus, M., Umbleja, K., Udal, A., Pärnamets, K. Integrated labs for electrical engineering courses in competence based learning environment - practical experience // 2019 Electric Power Quality and Supply Reliability Conference (PQ) & 2019 Symposium on Electrical Engineering and Mechatronics (SEEM), Kärdla, Estonia, June 12-15, 2019 : proceedings. [S.l.] : IEEE, 2019. 4 p. : ill.
https://doi.org/10.1109/PQ.2019.8818266 - Sell, R., Väljaots, E., Pataraia, T., Malayjerdi, E. Modular smart control system architecture for the mobile robot platform // Proceedings of the Estonian Academy of Sciences (2019) vol. 68, 4, p. 395-400 : ill.
http://www.kirj.ee/32713/?tpl=1061&c_tpl=1064 https://doi.org/10.3176/proc.2019.4.08 - Jürise, M., Udal, A., Kaugerand, J., Sell, R. Hyperspectral camera with polarized filter as modern supersensor device for cyber-physical systems [Online resource] // BEC 2018 : 2018 16th Biennial Baltic Electronics Conference (BEC) : proceedings of the 16th Biennial Baltic Electronics Conference, October 8-10, 2018. : IEEE, 2018. 4 p.: ill.
https://doi.org/10.1109/BEC.2018.8600957 - Karaliunas, M., Pagalys, J., Jakštas, V., Udal, A. et al. Spectral properties of incoherent terahertz torch based on parabolic Ga(As,Bi)/AlGaAs quantum wells // Terahertz Emitters, Receivers, and Applications X : SPIE Optical Engineering + Applacations, 11-15 August 2019, San Diego, California, United States : proceedings, SPIE digital library (2019) vol. 11124
https://doi.org/10.1117/12.2528428 - Värno, K., Mahmood, K., Otto, T., Kuts, V. Development of a smart workstation by using AR technology // Proceedings of the 30th International DAAAM Symposium : Intelligent Manufacturing & Automation, 23-26th October 2019, Zadar, Croatia. Vienna : DAAAM International Vienna, 2019. 1061-1067 : ill.
https://doi.org/10.2507/30th.daaam.proceedings.148 - Väljaots, E., Sell, R. Energy efficiency profiles for unmanned ground vehicles // Proceedings of the Estonian Academy of Sciences (2019) vol. 68, 1, p. 55–65 : ill.
https://doi.org/10.3176/proc.2019.1.04 http://www.kirj.ee/public/proceedings_pdf/2019/issue_1/proc-2019-1-55-65.pdf - Rüütmann, T., Lõhmus, M., Sell, R., Stõun, I., Pihel, M. Self-evaluation of pedagogical competencies of academic staff in the context of career management // Teaching and Learning in a Digital World : proceedings of the 20th International Conference on Interactive Collaborative Learning. Volume 2. Cham : Springer, 2018. p. 436-446. (Advances in intelligent systems and computing ; 716).
https://link.springer.com/chapter/10.1007/978-3-319-73204-6_48 https://doi.org/10.1007/978-3-319-73204-6_48 - Pedai, A., Astrov, I., Udal, A., Sell, R. Single-Rate versus Three-Rate Neural Assisted Control Approaches for Coaxial Rotor Ducted Fan TUAV for Situation Awareness Applications // 2019 IEEE International Systems Conference (SysCon 2019), Orlando, FL, USA, April 8-11, 2019. Danvers : IEEE, 2019. p. 457−463 : ill.
https://doi.org/10.1109/SYSCON.2019.8836871 - Pedai, A., Astrov, I., Udal, A. Comparison of single-rate and two-rate neural control approaches for coaxial rotor/ducted-fan TUAV for situational awareness applications // 2018 IEEE 16th International Symposium on Intelligent Systems and Informatics (SISY), 13-15 Sept. 2018 : proceedings. Danvers : IEEE, 2018. p. 63–68 : ill.
http://dx.doi.org/10.1109/SISY.2018.8524720 - Rassõlkin, A., Vaimann, T., Kallaste, A., Sell, R. Propulsion motor drive topology selection for further development of ISEAUTO self-driving car // 59th Annual International Scientific Conference on Power and Electrical Engineering : November 12, 13, 2018, Riga Technical University (RTUCON) : conference proceedings. Danvers : IEEE, 2018. 5 p. : ill.
https://doi.org/10.1109/RTUCON.2018.8659887 - Astrov, I., Udal, A., Pedai, A., Sell, R. Simulink/MATLAB based comparison of neural and basic tracking control for an autonomous surface vessel for situation awareness applications // 2019 IEEE 19th International Symposium on Computational Intelligence and Informatics and 7th IEEE International Conference on Recent Achievements in Mechatronics, Automation, Computer Sciences and Robotics (CINTI-MACRo). [S.l.] : IEEE, 2019. p. 000105 - 000110 : ill.
- Rassõlkin, A., Gevorkov, L., Vaimann, T., Kallaste, A., Sell, R. Calculation of the traction effort of ISEAUTO self-driving vehicle // 2018 25th International Workshop on Electric Drives: Optimization in Control of Electric Drives (IWED). [S.l.] : IEEE, 2018. p. 1-5 : ill.
https://doi.org/10.1109/IWED.2018.8321397 - Pūkienė, S., Karaliūnas, M., Jasinskas, A., Udal, A. et al. Enhancement of photoluminescence of GaAsBi quantum wells by parabolic design of AlGaAs barriers // Nanotechnology (2019) vol. 30, 45, art. 455001, 11 p. : ill.
https://doi.org/10.1088/1361-6528/ab36f3 - Kuts, V., Sarkans, M., Otto, T., Tähemaa, T., Bondarenko, Y. Digital Twin : concept of hybrid programming for industrial robots - use case // ASME 2019 International Mechanical Engineering Congress and Exposition : conference proceedings. [S.l.] : ASME, 2019. Paper No: IMECE2019-10583, V02BT02A005; 8 pages. (Advanced Manufacturing ; vol. 2).
https://doi.org/10.1115/IMECE2019-10583 - Kuts, V., Otto, T., Tähemaa, T., Bukhari, K., Pataraia, T. Adaptive industrial robots using machine vision // ASME 2018 International Mechanical Engineering Congress and Exposition, Pittsburgh, Pennsylvania, USA, November 9–15, 2018. [S.l.] : ASME, 2018. Paper No. IMECE2018-86720, pp. V002T02A093, 8 p. : ill. (Advanced Manufacturing ; vol. 2).
https://doi.org/10.1115/IMECE2018-86720 - Sell, R., Rassõlkin, A., Wang, R., Otto, T. Integration of autonomous vehicles and Industry 4.0 // Proceedings of the Estonian Academy of Sciences (2019) vol. 68, 4, p. 389–394 : ill.
https://doi.org/10.3176/proc.2019.4.07 http://www.kirj.ee/32705/?tpl=1061&c_tpl=1064 - Kuts, V., Modoni, G. E., Otto, T., Sacco, M., Tähemaa, T., Bondarenko, Y., Wang, R. Synchronizing physical factory and its digital twin through an IIoT middleware : a case study // Proceedings of the Estonian Academy of Sciences (2019) vol. 68, 4, p. 364–370 : ill.
http://www.kirj.ee/32660/?tpl=1061&c_tpl=1064 https://doi.org/10.3176/proc.2019.4.03 - Sell, R., Leier, M., Rassõlkin, A., Ernits, J.-P. Self-driving car ISEAUTO for research and education // Proceedings of the 2018 19th International Conference on Research and Education in Mechatronics : (REM 2018), Delft, The Netherlands, June 7-8, 2018. [S.l.] : IEEE, 2018. p. 111-116 : ill.
https://doi.org/10.1109/REM.2018.8421793 - Rassõlkin, A., Kuts, V., Kallaste, A., Vaimann, T. Digital twin for propulsion drive of autonomous electric vehicle // 2019 IEEE 60th International Scientific Conference on Power and Electrical Engineering of Riga Technical University (RTUCON), 7-9 October 2019 : conference proceedings. Danvers : IEEE, 2019. 4 p. : ill.
https://doi.org/10.1109/RTUCON48111.2019.8982326 - Kuts, V., Otto, T., Tähemaa, T., Bondarenko, Y. Digital twin based synchronised control and simulation of the industrial robotic cell using virtual reality // Journal of machine engineering (2019) vol. 19, 1, p. 128–145 : ill.
https://doi.org/10.5604/01.3001.0013.0464 - Ainsalu, J., Müür, J., Soe, R.-M. et al. State of the art of automated buses // Sustainability (2018) vol. 10, 9, art. 3118, 34 p. : ill.
https://doi.org/10.3390/su10093118 - Bellone, M., Ismailogullari, A., Kantala, T., Soe, R.-M. et al. A cross-country comparison of user experience of public autonomous transport // European transport research review (2021) vol. 13, 1, art. 19.
https://doi.org/10.1186/s12544-021-00477-3 - Gu, J., Chhetri, T. R. Range sensor overview and blind-zone reduction of autonomous vehicle shuttles // IOP conference series : materials science and engineering (2021) vol. 1140, art. 012006, 7 p. : ill.
https://doi.org/10.1088/1757-899X/1140/1/012006 - Pizzagalli, S. L., Kuts, V., Otto, T. User-centred design in industrial collaborative automated systems // Proceedings of the Estonian Academy of Sciences (2021) vol. 70, 4, p. 436-443 : ill.
https://doi.org/10.3176/proc.2021.4.10 - Astrov, I., Udal, A., Mõlder, H., Jalakas, T., Möller, T. Experimentally adjusted modelling and simulation technique for a catamaran autonomous surface vessel // International Conference on Electrical, Computer, and Energy Technologies, ICECET 2022, Prague, Czech Republic, July 20-22, 2022. Piscataway : IEEE, 2022. 7 p. : ill.
https://doi.org/10.1109/ICECET55527.2022.9873069 - Razdan, R., Akbas, M. İ. Sell, R., Bellone, M., Menase, M., Malayjerdi, M. Polyverif : an open-source environment for autonomous vehicle validation and verification research acceleration // IEEE Access (2023) vol. 11, p. 28343-28354.
https://doi.org/10.1109/ACCESS.2023.3258681 - Gu, J., Lind, A., Chhetri, T. R., Bellone, M., Sell, R. End-to-end multimodal sensor dataset collection framework for autonomous vehicles // Sensors (2023) vol. 23, 15, art. 6783, 25 p. : ill.
https://doi.org/10.3390/s23156783 - Sandyk, I., Müür, M., Kuts, V., Bondarenko, Y., Pizzagalli, S. L., Rüütmann, T. Pneumatics laboratory interactive educational experience development // The 19th international CDIO conference, Trondheim, Norway, 26-29 June 2023 : proceedings - full papers. : NTNU SEED, 2023. p. 144-154.
http://www.cdio.org/knowledge-library/documents/pneumatics-laboratory-interactive-educational-experience-development - Malayjerdi, M., Goss, Q. A., Akbaş, M. İ. Sell, R., Bellone, M. A Two-layered approach for the validation of an operational autonomous shuttle // IEEE Access (2023) vol. 11, p. 89124−89137.
https://doi.org/10.1109/ACCESS.2023.3306602 - Bondarenko, Y., Pizzagalli, S. L., Kuts, V., Petlenkov, E., Otto, T. Digital twin based learning from demonstration system for industrial robots // Proceedings of the ASME 2023 International Mechanical Engineering Congress and Exposition. : American Society of Mechanical Engineers, 2023.
- Rjabtšikov, V., Mohamed, M. I. H., Asad, B., Rassõlkin, A., Vaimann, T., Kallaste, A., Kuts, V., Stepien, M., Krawczyk, M. Digital twin service unit development for an EV induction motor fault detection // 2023 IEEE International Conference on Electric Machines and Drives (IEMDC)., 2023. 5 p.
https://doi.org/10.1109/IEMDC55163.2023.10239085 - Roberts, A., Marksteiner, S., Soyturk, M., Yaman, B., Yang, Y. A global survey of standardization and industry practices of automotive cybersecurity validation and verification testing processes and tools // SAE international journal of connected and automated vehicles (2023) vol. 7, 2, art. 12-07-02-0013.
https://doi.org/10.4271/12-07-02-0013 - Rjabtšikov, V., Mohamed, M. I. H., Kuts, V. ISEAUTO self-driving vehicle dynamic model verification // 2023 IEEE 17th International Conference on Compatibility, Power Electronics and Power Engineering (CPE-POWERENG). : IEEE, 2023. 6 p.
https://doi.org/10.1109/CPE-POWERENG58103.2023.10227396 - Pivonka, T., Sell, R., Pikner, H., Preucil, L. Fiducial marker-based monocular localization for autonomous docking // IFAC-PapersOnLine (2023) Vol. 56, 2, p. 2957-2962.
https://doi.org/10.1016/j.ifacol.2023.10.1419 - Malayjerdi, M., Kaljavesi, G., Diermeyer, F., Sell, R. Scenario-based Validation for Autonomous Vehicles with Different Fidelity Levels // 2023 IEEE Conference on Intelligent Transportation Systems (ITSC 2023). : IEEE, 2023. 6 p.
https://doi.org/10.1109/ITSC57777.2023.10422403 - Kuaban, G. S., Czekalski, P., Nwobodo, O. J., Sell, R., Nikitenko, A., Berkolds, K., Tanko, K. T. Smart sustainable agrivoltaics systems: The future of sustainable agricultural technology (Agri-tech) and green energy // ICECCME 2023 : The 3rd International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME). : IEEE, 2023. 6 p.
https://doi.org/10.1109/ICECCME57830.2023.10253215