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Jayanthi Gandam, Prisilla, Iyyanki, Muralikrishna. (1404). Environmental Pollution: Statistical Approach on Mobile Tower Radiation. سامانه مدیریت نشریات علمی, 15(3), 231-238. doi: 10.31661/jbpe.v0i0.2402-1728
Prisilla Jayanthi Gandam; Muralikrishna Iyyanki. "Environmental Pollution: Statistical Approach on Mobile Tower Radiation". سامانه مدیریت نشریات علمی, 15, 3, 1404, 231-238. doi: 10.31661/jbpe.v0i0.2402-1728
Jayanthi Gandam, Prisilla, Iyyanki, Muralikrishna. (1404). 'Environmental Pollution: Statistical Approach on Mobile Tower Radiation', سامانه مدیریت نشریات علمی, 15(3), pp. 231-238. doi: 10.31661/jbpe.v0i0.2402-1728
Jayanthi Gandam, Prisilla, Iyyanki, Muralikrishna. Environmental Pollution: Statistical Approach on Mobile Tower Radiation. سامانه مدیریت نشریات علمی, 1404; 15(3): 231-238. doi: 10.31661/jbpe.v0i0.2402-1728

Environmental Pollution: Statistical Approach on Mobile Tower Radiation

Journal of Biomedical Physics and Engineering
مقاله 3، دوره 15، شماره 3 - شماره پیاپی 1، شهریور 2025، صفحه 231-238    اصل مقاله (1.29 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 programs on EMF Emissions & Telecom Towers were 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) are the best statistical model to analyze the mobile tower radiation.
کلیدواژه‌ها
Generalized Linear Model؛ Mobile Towers؛ Radiation؛ Electromagnetic Field؛ Humans
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