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Jayanthi Gandam, Prisilla, Iyyanki, Muralikrishna. (1403). Environmental Pollution: Statistical Approach on Mobile Tower Radiation. سامانه مدیریت نشریات علمی, (), -. doi: 10.31661/jbpe.v0i0.2402-1728
Prisilla Jayanthi Gandam; Muralikrishna Iyyanki. "Environmental Pollution: Statistical Approach on Mobile Tower Radiation". سامانه مدیریت نشریات علمی, , , 1403, -. doi: 10.31661/jbpe.v0i0.2402-1728
Jayanthi Gandam, Prisilla, Iyyanki, Muralikrishna. (1403). 'Environmental Pollution: Statistical Approach on Mobile Tower Radiation', سامانه مدیریت نشریات علمی, (), pp. -. doi: 10.31661/jbpe.v0i0.2402-1728
Jayanthi Gandam, Prisilla, Iyyanki, Muralikrishna. Environmental Pollution: Statistical Approach on Mobile Tower Radiation. سامانه مدیریت نشریات علمی, 1403; (): -. doi: 10.31661/jbpe.v0i0.2402-1728

Environmental Pollution: Statistical Approach on Mobile Tower Radiation

Journal of Biomedical Physics and Engineering
مقالات آماده انتشار، اصلاح شده برای چاپ، انتشار آنلاین از تاریخ 18 مهر 1403    اصل مقاله (1.26 M)
نوع مقاله: Original Research
شناسه دیجیتال (DOI): 10.31661/jbpe.v0i0.2402-1728
نویسندگان
Prisilla Jayanthi Gandam* 1؛ Muralikrishna Iyyanki2
1Department of Computer Science and Engineering, CMR Institute of Technology, Hyderabad, India
2India Academic Programs Director, UC Berkeley, India
چکیده
Background: The Electromagnetic Field (EMF) effect is considered an alarming human health issue, dependent on the use of mobile phones. Several nationwide awareness program on EMF Emissions & Telecom Towers was initiated by the Department of Telecom (DoT) to build a direct bridge between the number of investors and the information gap with scientific evidence. EMF interaction with humans has caused oxidative stress for brain physiological and pathological degeneration.
Objective: This study aimed to investigate the EMF’s influence on oxidative stress and disorders of neurodegenerative.
Material and Methods: This analytical study is conducted on a generalized linear model, a supervised learning approach in machine learning, to understand mobile tower radiation. The data is obtained from open sources from two different states in India.
Results: Confidential Interval (CI) was obtained for measured value radiation for Andhra Pradesh in 2018-2019 as 95% CI [0.0045 to 0.0111] and for 2019-2020 as 95% CI [0.0016 to 0.0028]. Telangana -CI for Measured Value (MV) in 2018-2019 was found to be 95% CI [0.0500 to 0.0763] and 2019-2020 is 95% CI [0.0189 to 0.4345]. 
Conclusion: Generalized Linear Models (GLM) is the best statistical model to analyze the mobile tower radiation.
کلیدواژه‌ها
Generalized Linear Model؛ Mobile Towers؛ Radiation؛ Electromagnetic Field؛ Humans
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