Environmental Pollution: Statistical Approach on Mobile Tower Radiation
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 n...
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Shiraz University of Medical Sciences
2025-06-01
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| Series: | Journal of Biomedical Physics and Engineering |
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| Online Access: | https://jbpe.sums.ac.ir/article_50431_c3df8acec694c56d888551eebede0f5c.pdf |
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| author | Prisilla Jayanthi Gandam Muralikrishna Iyyanki |
| author_facet | Prisilla Jayanthi Gandam Muralikrishna Iyyanki |
| author_sort | Prisilla Jayanthi Gandam |
| collection | DOAJ |
| description | 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. |
| format | Article |
| id | doaj-art-a4cd80679e75475eaa721c05d9a1b482 |
| institution | OA Journals |
| issn | 2251-7200 |
| language | English |
| publishDate | 2025-06-01 |
| publisher | Shiraz University of Medical Sciences |
| record_format | Article |
| series | Journal of Biomedical Physics and Engineering |
| spelling | doaj-art-a4cd80679e75475eaa721c05d9a1b4822025-08-20T02:08:12ZengShiraz University of Medical SciencesJournal of Biomedical Physics and Engineering2251-72002025-06-0115323123810.31661/jbpe.v0i0.2402-172850431Environmental Pollution: Statistical Approach on Mobile Tower RadiationPrisilla Jayanthi Gandam0Muralikrishna Iyyanki1Department of Computer Science and Engineering, CMR Institute of Technology, Hyderabad, IndiaIndia Academic Programs Director, UC Berkeley, IndiaBackground: 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.https://jbpe.sums.ac.ir/article_50431_c3df8acec694c56d888551eebede0f5c.pdfgeneralized linear modelmobile towersradiationelectromagnetic fieldhumans |
| spellingShingle | Prisilla Jayanthi Gandam Muralikrishna Iyyanki Environmental Pollution: Statistical Approach on Mobile Tower Radiation Journal of Biomedical Physics and Engineering generalized linear model mobile towers radiation electromagnetic field humans |
| title | Environmental Pollution: Statistical Approach on Mobile Tower Radiation |
| title_full | Environmental Pollution: Statistical Approach on Mobile Tower Radiation |
| title_fullStr | Environmental Pollution: Statistical Approach on Mobile Tower Radiation |
| title_full_unstemmed | Environmental Pollution: Statistical Approach on Mobile Tower Radiation |
| title_short | Environmental Pollution: Statistical Approach on Mobile Tower Radiation |
| title_sort | environmental pollution statistical approach on mobile tower radiation |
| topic | generalized linear model mobile towers radiation electromagnetic field humans |
| url | https://jbpe.sums.ac.ir/article_50431_c3df8acec694c56d888551eebede0f5c.pdf |
| work_keys_str_mv | AT prisillajayanthigandam environmentalpollutionstatisticalapproachonmobiletowerradiation AT muralikrishnaiyyanki environmentalpollutionstatisticalapproachonmobiletowerradiation |