Adaptive Algorithm of the Wheelchair-Verticalizer User Interface System
https://doi.org/10.21869/2223-1560-2023-27-1-111-125
Abstract
Purpose of reseach. Development of a scheme and adaptive algorithm for the operation of an intelligent humanmachine system for the user interface of a wheelchair-verticalizer, taking into account the physiological characteristics of the operator, the wheeled platform and the external environment.
Tasks. The study of the physiological characteristics of human-machine interaction in people with damage to the musculoskeletal system. Design development and mathematical description of the joystick as a component of a human-machine system. Development of adaptive algorithm and software for the wheelchair user interface system.
Methods. Using the method of finite-state machine to describe the algorithm of motion modes switches. The use of polynomial functions in order to obtain smooth laws for changing the setpoints for the device drives. The use of nonlinear sensitivity coefficients of the joystick handle to provide adaptive modes of movement of the wheelchairverticalizer.
Results. In the course of the study, the modes of movement of a wheelchair-verticalizer were developed and described. The design scheme and principle of operation of the joystick are presented and described. The modes of operation of the human-machine system was described mathematically and graphically. The adaptive algorithm of the user interface system of a wheelchair-verticalizer proposed in the paper interpret joystick inclinations into setpoints signals for wheelchair drive controllers. The use of non-linear sensitivity coefficients of the joystick handle to provide adaptive modes of operation of the wheelchair, taking into account the features of the hands movement of people with impaired functions of the musculoskeletal system, the movement of the wheelchair and the state of environment, is described.
Conclusion. The adaptive algorithms of the human-machine system and the modes of movement of the upright wheelchair developed within the framework of the work make it possible to increase the safety and smoothness of movement through the use of non-linear sensitivity coefficients of the joystick handle and smooth laws of setting influences obtained on the basis of polynomial functions.
Keywords
About the Authors
S. F. YatsunRussian Federation
Sergey F. Yatsun, Dr. of Sci. (Engineering), Professor, Head of Mechanics, Mechatronics and Robotics Department
ResearcherID G-3891-2017
50 Let Oktyabrya str. 94, Kursk 305040, Russian Federation
A. V. Mal’chikov
Russian Federation
Andrey V. Mal’chikov, Cand. of Sci. (Engineering), Senior Researcher of Mechanics, Mechatronics and Robotics Department
ResearcherID N-8856-2016
50 Let Oktyabrya str. 94, Kursk 305040, Russian Federation
M. P. Shcherbakova
Russian Federation
Mariya P. Shcherbakova, Engineer of the Research Laboratory of the Mechanics, Mechatronics and Robotics Department
50 Let Oktyabrya str. 94, Kursk 305040, Russian Federation
References
1. Krapivina Yu. D., Kiba D. A. [Control system for a wheelchair-verticalizer]. Proizvodstvennye tekhnologii budushchego: ot sozdaniya k vnedreniyu [Production technologies of the future: from creation to implementation]. Komsomolsk-na-Amure, 2017, pp. 114-116 (In Russ.).
2. Shcherbakova M. P., Boyskov A. V. [Development of a multi-channel automatic control system for a wheelchair-uprightizer]. Informatsionnye tekhnologii v upravlenii, avtomatizatsii i mekhatronike [Information technologies in management, automation and mechatronics], 2021, pp. 300-303 (In Russ.).
3. Simpson R. C. Smart wheelchairs: A literature review. Journal of rehabilitation research and development, 2005, vol. 42, no. 4, pp. 423.
4. Lankenau A., Rofer T. Smart Wheelchairs – State of the Art in an Emerging Market. KI, 2000, vol. 14, no. 4, pp. 37-39.
5. Shcherbak S. G., Tereshin A. E., Golota A. S., Krassy A. B. Vertikalizatsiya: obosnovanie klyuchevoi roli v obshchei sisteme reabilitatsii [Verticalization: substantiation of the key role in the general system of rehabilitation]. Meditsinskii alfavit = Medical Alphabet, 2010, vol.1, no. 4, pp. 32-34.
6. Makarova M. R., Romashin O. V. Vertikalizatsiya kak faktor rannei reabilitatsii bol'nykh s travmaticheskoi bolezn'yu spinnogo mozga [Verticalization as a factor in early rehabilitation of patients with traumatic spinal cord disease]. Voprosy kurortologii, fizioterapii i lechebnoi fizicheskoi kul'tury = Questions of Balneology, Physiotherapy and Exercise Therapy, 2013, vol. 90, no. 4, pp. 47-52.
7. Vadutov R. R., Bykov E. V., Kolomiets O. I. Effektivnost' rannei vertikalizatsii posle operativnogo lecheniya poyasnichnogo otdela pozvonochnika [Efficiency of early verticalization after surgical treatment of the lumbar spine]. Pedagogiko-psikhologicheskie i medikobiologicheskie problemy fizicheskoi kul'tury i sporta = Pedagogical-Psychological and Medical-Biological Problems of Physical Culture and Sports, 2018, vol.13, no. 2, pp. 232-238.
8. Barondess J. A., Cullen M., De Lateur B. Musculoskeletal disorders and the workplace. Washington, DC: National Academy of Sciences. 2001.
9. Malchikov A.V., Shcherbakova M.P., Berezina L.V., Pechurin A.S., Belov A.Yu. [Development of a vertical guide for the ICR verticalization process]. Molodezh' i XXI vek [Youth and XXI century]. Kursk, 2020, pp. 171-174 (In Russ.).
10. Shcherbakova M.P., Rukavitsyn A.N. Guseva Yu.V. [Development of biomechatronic technologies for people with disabilities]. Shkola yunykh innovatorov [School of young innovators]. Kursk, 2018, 435 p. (In Russ.).
11. Jatsun S., Malchikov A., Loktionova O., Yatsun A. Modeling of human-machine interaction in an industrial exoskeleton control system. International Conference on Interactive Collaborative Robotics. Springer, Cham, 2020, pp. 116-125.
12. Hartman A., Nandikolla V. K. Human-machine interface for a smart wheelchair. Journal of Robotics. 2019.
13. Parikh S. P., Grassi V., Kumar V., Okamoto J. Incorporating user inputs in motion planning for a smart wheelchair. IEEE International Conference on Robotics and Automation, 2004. Proceedings. ICRA'04, IEEE, 2004, vol.2, pp. 2043-2048.
14. Marchal-Crespo L., Furumasu J., Reinkensmeyer D. J. A robotic wheelchair trainer: design overview and a feasibility study. Journal of neuroengineering and rehabilitation, 2010, vol. 7, no. 1, pp. 1-12.
15. Jatsun S., Malchikov A., Yatsun A., Leon A. S. M. Simulation of a walking robotexoskeleton movement on a movable base. Journal of Artificial Intelligence and Technology, 2021, vol. 1, no. 4, pp. 207-213.
16. Bartenev V.V., Yatsun S.F. [Analysis of methods for controlling the movement of mobile wheeled robots along a given trajectory]. Upravlyaemye vibratsionnye tekhnologii i mashiny. Sbornik nauchnykh trudov mezhdunarodnoi konferentsii [Controlled vibration technologies and machines. Collection of scientific papers of an international conference]. Kursk, 2012, pp. 144-152 (In Russ.).
17. Gradetsky V. G., Veshnikov V. B., Kalinichenko S. V., Kravchuk L. N. Upravlyaemoe dvizhenie mobil'nykh robotov po proizvol'no orientirovannym v prostranstve poverkhnostyam [Controlled motion of mobile robots on surfaces arbitrarily oriented in space]. Moscow, Nauka Publ., 2001, pp. 26-91.
18. Tzafestas S. G. Mobile robot control and navigation: A global overview. Journal of Intelligent & Robotic Systems, 2018, vol. 91, no. 1, pp. 35-58.
19. Bartenev V. V., Yatsun S. F., Al-Ezzi A. S. Matematicheskaya model' dvizheniya mobil'nogo robota s dvumya nezavisimymi vedushchimi kolesami po gorizontal'noi ploskosti [Mathematical model of the movement of a mobile robot with two independent driving wheels along a horizontal plane]. Izvestiya Samarskogo nauchnogo tsentra Rossiiskoi akademii nauk = Bulletin of the Samara Scientific Center of the Russian Academy of Sciences, 2011, vol.13, no.4-1, pp. 288-293.
Review
For citations:
Yatsun S.F., Mal’chikov A.V., Shcherbakova M.P. Adaptive Algorithm of the Wheelchair-Verticalizer User Interface System. Proceedings of the Southwest State University. 2023;27(1):111-125. (In Russ.) https://doi.org/10.21869/2223-1560-2023-27-1-111-125