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International Journal of Scientific & Technology Research

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IJSTR >> Volume 9 - Issue 9, September 2020 Edition



International Journal of Scientific & Technology Research  
International Journal of Scientific & Technology Research

Website: http://www.ijstr.org

ISSN 2277-8616



Applying The Internet Of Things, Speech Recognition And Apriori Algorithm For Improving The Walking Stick To Help Navigate For The Blind Person

[Full Text]

 

AUTHOR(S)

Sumitra Nuanmeesri, Lap Poomhiran

 

KEYWORDS

Apriori algorithm, Blind person, Internet of Things, Navigation, Speech recognition, Walking stick

 

ABSTRACT

The objective of the article is to propose a prototype of the development of the walking stick to be used as a navigation tool for the blind based on the internet of things devices that work in concert with the speech-to-text technology and Google Maps API. By using the Apriori algorithm to recommend the walking routes that are suitable for the user persona. The results of testing the efficiency of the route recommendation for each trip from the behavior of using the walking stick of thirty-three people over thirty days showed that the accuracy of walking route recommendation was 98.81%. Moreover, the walking stick for the blind persons was evaluated with the black box testing by nine experts and thirty-three volunteers who are blind people. The findings revealed that the users acknowledged the walking stick for blind navigation with the average mean value at 4.53 and standard deviation at 0.51 by experts, and the average mean value at 4.62 with standard deviation at 0.49 by the volunteers. Furthermore, the acceptance of the walking stick system has a high consensus. Therefore, it can be concluded that the development of the walking stick to help navigate for blind people is acceptable and can be used in daily life at the highest level; with the new technology and innovations, it is possible to improve and facilitate daily life more effectively.

 

REFERENCES

[1] T. Mattawanukoon, “Report of the situation of the disabled in Thailand 2019,” Department of Empowerment of Persons with Disabilities, 2019.
[2] WeWALK. (2020). WeWALK smart cane. [Online]. Available: https://wewalk.io/en/product/wewalk-smart-cane
[3] A. Oberoi. (2019). Blind engineer builds ‘Smart’ cane with Google Maps, bluetooth, and a sensory device. [Online]. Available: https://www.indianweb2.com/2019/10/21/wewalkio
[4] A. I. Satam, N.A. A. Mokhaled, and A. H. Ahmed. “Design and implement smart blind stick,” Journal of Advanced Research in Dynamical & Control Systems, vol. 11, no. 8, pp. 42-47, 2019.
[5] S. A. N. Kudva, Shreedhar, N. K. Pratik and V. Poornesh, “Smart blind stick,” International Journal Latest Trends Engineering Technology, vol. 9, no. 3, pp. 273–275, 2018.
[6] W. Motwakil, I. Ahmed and E. M. Hussein, “Design and implementation of eye stick for blind people,” International Journal of Engineering, Applied and Management Sciences Paradigms, vol. 45, no. 01, pp. 83–87, 2017.
[7] M. H. A.Wahab, A. A. Talib, H. A. Kadir, A. Johari, N. Ahmad, R. Sidek and A. Abdul Mutalib, “Smart cane: Assistive cane for visually-impaired people,” International Journal of Computer Science, vol. 8, no. 4, pp. 21–27, 2011.
[8] A. F, A. NADA, M. A and S. MASHALI, “Effective fast response smart stick for blind people,” in Proc. International Conference on Advances in Bio-Informatics and Environmental Engineering - ICABEE 2015At, pp. 5–11, 2018.
[9] A. Anwar, “A smart stick for assisting blind people,” Journal of Computer Engineering, vol. 19, no. 3, pp. 86–90, 2017.
[10] V. V. Nahar, J. L. Nikam and P. K. Deore, “Smart blind walking stick”, International Journal of Modern Trends in Engineering, vol. 2, no. 4, pp. 226–232, 2015.
[11] O. Sam, R. Niwareeba, T. Michael, I. Nobert, M. Martin and M. Martin, “Design and construction of a smart walking stick for visually impaired,” in Proc. East African Healthcare Engineering Regional Conference and Exhibition (EARC 2018), pp. 26–30, 2018.
[12] S. Vinay, N. N. Shaikh and S. Aithal, “Design of a smart stick prototype using goal oriented requirements engineering methodology,” International Journal of Computer Applications, vol. 1, no. 29, pp. 31–35, 2010.
[13] M. Shanmugam, J. Victor, M. Gupta, K. Saravanakumar and I. Mca, “Smart stick for blind people 1,” Journal of Advanced Research in Dynamical and Control Systems, Spec. Issue Pub l. pp. 2394–9333, 2017.
[14] D. E. Gbenga, A. I. Shani and A. L. Adekunle, “Smart walking stick for visually impaired people using ultrasonic sensors and Arduino,” International Journal of Engineering and Technology, vol. 9, no. 5, pp. 3435–3447, 2017.
[15] D. N. Goswami, A. Chaturvedi and C. S. Raghuvanshi, “An Algorithm for frequent pattern mining mased on Apriori,” International Journal on Computer Science and Engineering, vol. 2, no. 4, pp. 942-947, 2010.
[16] S. Nuanmeesri, “Mobile application for the purpose of marketing, product distribution and location-based logistics for elderly farmers,” 2019 (in press). https://doi.org/10.1016/j.aci.2019.11.001
[17] S. Nuanmeesri and W. Sriurai, “The application of the multi-layer perceptron neural network technique for developing the career-suggestion simulation model for undergraduate students,” International Journal of Advanced Science and Technology, vol. 29, no. 5, pp. 2283 – 2292, 2020.
[18] R. Likert, “A Technique for the measurement of attitudes,” Archives of Psychology, New York University, 1932.
[19] S. Nuanmeesri, “The augmented reality for teaching Thai students about the human heart,” International Journal of Emerging Technologies in Learning, vol. 13, no. 6, pp. 203–213, 2018. https://doi.org/10.3991/ijet.v13i06.8506
[20] S. Nuanmeesri and L. Poomhiran, “Perspective electrical circuit simulation with virtual reality,” International Journal of Online Engineering, vol. 15, no. 5, pp. 28–37, 2019. https://doi.org/10.3991/ijoe.v15i05.9653
[21] S. Nuanmeesri, “Extended study of undergraduate students’ usage of mobile application for individual differentiation learning support of lecture-based general education subjects,” International Journal of Interactive Mobile Technologies, vol. 13, no. 9, pp. 99–112, 2019. https://doi.org/10.3991/ijim.v13i09.10558
[22] S. Nuanmeesri, “Communication alumni relationship using shaping bubble group images on mobile application,” International Journal of Scientific and Technology Research, vol. 9, no. 3, pp. 3908–3912, 2020.