Wireless Body Area Networks Using Machine Learning

Amarnath.S; Srinitha.S; Blessy Angel J.J.R; Kamali.E

Wireless Body Area Networks Using Machine Learning

July 2022

Vol-8, Issue-4

Paper ID: 17889

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

Computer Engineering

Keywords

Convolutional Neural Network Algorithm(CNN) Support Vector Machine Algorithm(SVM) Logistic Regression Algorithm Decision tree Algorithm Random forest Algorithm

Abstract

The purpose of this work is to employ machine learning methods and algorithms to find pathloss in Wireless Body Area Network(WBAN).The Wireless Networks used on the human body faces many challenges when the sensor placed node positions are in a moving state and losses are also occurred due to the environmental conditions. This study covers the most prevalent pathlosses that occur when sending bio-signals using machine learning. Using the provided methodologies, the various combinations of inputs are used to produce an accurate result. These machine learning algorithms are implemented by running it on Python IDLE(Integrated Development and Learning Environment).This strategy used is to achieve the goal of finding path loss in WBAN.

License

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author Information

#	Name	Institute / Affiliation
1	Amarnath.S	Sri Ramakrishna Engineering College
2	Srinitha.S	Sri Ramakrishna Engineering College
3	Blessy Angel J.J.R	Sri Ramakrishna Engineering College
4	Kamali.E	Sri Ramakrishna Engineering College

How to Cite

Use the following formats to cite this article in your research.

APA Style

Amarnath.S, Srinitha.S, J.J.R, Blessy Angel, & Kamali.E (2022). Wireless Body Area Networks Using Machine Learning. International Journal of Advance Research and Innovative Ideas In Education, 8(4), 1354-1364.

MLA Style

Amarnath.S, et al. "Wireless Body Area Networks Using Machine Learning." International Journal of Advance Research and Innovative Ideas In Education, vol. 8, no. 4, 2022, pp. 1354-1364.

IEEE Style

Amarnath.S, Srinitha.S, Blessy Angel J.J.R, and Kamali.E, "Wireless Body Area Networks Using Machine Learning," International Journal of Advance Research and Innovative Ideas In Education, vol. 8, no. 4, pp. 1354-1364, 2022.

Vancouver Style

Amarnath.S, Srinitha.S, J.J.R Blessy Angel, Kamali.E. Wireless Body Area Networks Using Machine Learning. International Journal of Advance Research and Innovative Ideas In Education. 2022;8(4):1354-1364.

Harvard Style

Amarnath.S, Srinitha.S, J.J.R, Blessy Angel, & Kamali.E (2022) 'Wireless Body Area Networks Using Machine Learning', International Journal of Advance Research and Innovative Ideas In Education, 8(4), pp. 1354-1364.

Chicago Style

Amarnath.S, et al. "Wireless Body Area Networks Using Machine Learning." International Journal of Advance Research and Innovative Ideas In Education 8, no. 4 (2022): 1354-1364.

Turabian Style

Amarnath.S, et al. "Wireless Body Area Networks Using Machine Learning." International Journal of Advance Research and Innovative Ideas In Education 8, no. 4 (2022): 1354-1364.