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Simple Hand Gesture Recognition Based on Fuzzy Logic for Controlling Mobile Robot


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DOI: https://doi.org/10.15866/ireaco.v12i2.16693

Abstract


Gesture recognition technology can be applied in a variety of plans. In this study, a simple hand gesture recognition has been applied to a mobile robot to make it easier for someone to operate. The mobile robot uses differential drive and it is equipped with a Wi-Fi device. The simple hand gesture sensor used in this study is ZX sensor. The sensor outputs are then processed by fuzzy logic control. The use of fuzzy logic in controlling robots makes changes in wheel speed when turning smooth. The response time of the wheel when turning based on testing is around 2-4 seconds with fuzzy logic control and less than 1 second with on-off control.
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Keywords


ZX Sensor; Simple Hand Gesture Recognition; Differential Drive Mobile Robot; Fuzzy Logic

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References


S. S. Rautaray and A. Agrawal, Real Time Hand Gesture Recognition, International Journal of UbiComp (IJU), vol. 3, no. 1, 2012.
https://doi.org/10.5121/iju.2012.3103

M. Elmahgiubi, M. Ennajar, N. Drawil and M. S. Elbuni, Sign Language Translator and Gesture Recognition, in Global Summit on Computer & Information Technology (GSCIT), Sousse, Tunisia, 2015.
https://doi.org/10.1109/gscit.2015.7353332

A. A. M. Faudzi, M. H. K. Ali, M. A. Azman and Z. Hilmi, Real-time Hand Gestures System for Mobile Robots Control, in International Symposium on Robotics and Intelligent Sensors 2012 (IRIS 2012), Kuching, Sarawak, Malaysia, 2012.
https://doi.org/10.1016/j.proeng.2012.07.246

P. Chanda, P. K. Mukherjee, S. Modak and A. Nath, Gesture Controlled Robot using Arduino and Android, International Journal of Advanced Research in Computer Science and Software Engineering, vol. 6, no. 6, 2016.

U. Babu, Hand Gestures Controlled Speed and Direction of Mobile Robot, International Journal of Advanced Trends in Computer Science and Engineering, vol. 3, no. 1, p. 590– 595, 2014.

S. Verma, Hand Gestures Remote Controlled Robotic Arm, Advance in Electronic and Electric Engineering, vol. 3, no. 5, pp. 601-606, 2013.

W. Afzal, S. Iqbal, Z. Tahira and M. E. Qureshi, Gesture Control Robotic Arm Using Flex Sensor, Applied and Computational Mathematics, vol. 6, no. 4, pp. 171-176, 2017.
https://doi.org/10.11648/j.acm.20170604.12

P. Jha, Hand Gesture Controlled Wheelchair, International Journal of Scientific & Technology Reseach, vol. 5, no. 4, 2016.

P. V. V. Pande, N. S.Ubale, D. P. Masurkar, N. R. Ingole and P. P. Mane, Hand Gesture Based Wheelchair Movement Control for Disabled Person Using MEMS, International Journal of Engineering Research and Applications, vol. 4, no. 4, pp. 152-158, 2014.

S. G. Vijayakumari, G. Nandhinee and K. R. Sneha, Hand Gesture Controlled Aerial Surveillance Drone, International Journal of Pure and Applied Mathematics, vol. 119, no. 15, pp. 897-901, 2018.

A. Sarkar, K. A. Patel, R. K. G. Ram and G. K. Capoor, Gesture Control of Drone Using a Motion Controller, in International Conference on Industrial Informatics and Computer Systems (CIICS), Sharjah, United Arab Emirates, 2016.
https://doi.org/10.1109/iccsii.2016.7462401

K. Anindyaguna, N. C. Basjaruddin and D. Saefudin, Overtaking assistant system (OAS) with fuzzy logic method using camera sensor, 2016 2nd International Conference of Industrial, Mechanical, Electrical, and Chemical Engineering (ICIMECE) Yogyakarta, 2016.
https://doi.org/10.1109/icimece.2016.7910420

Basjaruddin, N., Margana, D., Kuspriyanto, K., Rinaldi, R., Suhendar, S., Hardware Simulation of Advanced Driver Assistance Systems Based on Fuzzy Logic, (2018) International Review on Modelling and Simulations (IREMOS), 11 (1), pp. 24-31.
https://doi.org/10.15866/iremos.v11i1.12691

R. A. Firdaus, Hand Gesture Recognition Based on Fuzzy Logic for Controlling Vehicle: Final Project, Politeknik Negeri Bandung, Bandung, 2017.

Ababneh, M., Sha'ban, H., AlShater, A., AbuHamdan, B., AlKafaween, M., AlMansour, S., Design of a Gesture Controlled Mobile Robotic Arm, (2018) International Review of Automatic Control (IREACO), 11 (1), pp. 36-43.
https://doi.org/10.15866/ireaco.v11i1.13996


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