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Title: :  Wireless Body Area Networks Using Machine Learning
PaperId: :  17889
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 8 Issue 4 2022
DUI:    16.0415/IJARIIE-17889
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Amarnath.SSri Ramakrishna Engineering College
Srinitha.SSri Ramakrishna Engineering College
Blessy Angel J.J.RSri Ramakrishna Engineering College
Kamali.ESri Ramakrishna Engineering College

Abstract

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

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IJARIIE 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 Volume 8 Issue 4 2022 Page 1354-1364
MLA 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 8.4(2022) : 1354-1364.
APA Amarnath.S, Srinitha.S, Blessy Angel J.J.R, & Kamali.E. (2022). Wireless Body Area Networks Using Machine Learning. International Journal Of Advance Research And Innovative Ideas In Education, 8(4), 1354-1364.
Chicago 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 8, no. 4 (2022) : 1354-1364.
Oxford 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, 2022, p. 1354-1364. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Wireless_Body_Area_Networks_Using_Machine_Learning_ijariie17889.pdf (Accessed : ).
Harvard Amarnath.S, Srinitha.S, Blessy Angel J.J.R, and Kamali.E. (2022) 'Wireless Body Area Networks Using Machine Learning', International Journal Of Advance Research And Innovative Ideas In Education, 8(4), pp. 1354-1364IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Wireless_Body_Area_Networks_Using_Machine_Learning_ijariie17889.pdf (Accessed : )
IEEE 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, Jul-Aug 2022. [Online]. Available: https://ijariie.com/AdminUploadPdf/Wireless_Body_Area_Networks_Using_Machine_Learning_ijariie17889.pdf [Accessed : ].
Turabian 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 [Online]. volume 8 number 4 ().
Vancouver 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 [Internet]. 2022 [Cited : ]; 8(4) : 1354-1364. Available from: https://ijariie.com/AdminUploadPdf/Wireless_Body_Area_Networks_Using_Machine_Learning_ijariie17889.pdf
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