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Title: :  ENHANCING EARTHQUAKE EARLY WARNING: ACCELERATING AND IMPROVING SOURCE-LOCATION ESTIMATION WITH MACHINE LEARNING
PaperId: :  23575
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 10 Issue 2 2024
DUI:    16.0415/IJARIIE-23575
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
D ViswasahithyaSIDDHARTH INSTITUTE OF ENGINEERING & TECHNOLOGY
M. RAMUSIDDHARTH INSTITUTE OF ENGINEERING & TECHNOLOGY
T M. MITHIL KRISHNASIDDHARTH INSTITUTE OF ENGINEERING & TECHNOLOGY
M. SAHITHYASIDDHARTH INSTITUTE OF ENGINEERING & TECHNOLOGY
B. SHANMUKHA SAISIDDHARTH INSTITUTE OF ENGINEERING & TECHNOLOGY

Abstract

INFORMATION TECHNOLOGY
Accelerometers Sound meter, GPS and SMS alert, Crash detection, android smartphones
Vehicle accident is the paramount thread for the people's life which causes a serious wound or even dead. The automotive companies have made lots of progress in alleviating this thread, but still the probability of detrimental effect due to an accident is not reduced. This app presents a real-time solution for this problem by providing an accident detection and alert system and notification to police and ambulance drivers. This is done by using commonly available electronic devices that are mobile phones to detect the accident. An Android smartphone with an integrated accelerometer is used for crash detection. Accelerometer will evaluate the acceleration frequency with which the phone has to detect the crash. The threshold is evaluated based on parameters such as height and frequency of vibrations. If it's higher than the set threshold then the app is ready to make a call and send the SMS to police and ambulance and saved contacts along with the GPS location of last crashed point. As same like Accelerometers sound meter also used to get the noise frequency of vehicle. If any crash happened then sound meter can get the sound and if it's higher than the set threshold then the app can perform same as above.

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IJARIIE D Viswasahithya, M. RAMU, T M. MITHIL KRISHNA, M. SAHITHYA, and B. SHANMUKHA SAI. "ENHANCING EARTHQUAKE EARLY WARNING: ACCELERATING AND IMPROVING SOURCE-LOCATION ESTIMATION WITH MACHINE LEARNING" International Journal Of Advance Research And Innovative Ideas In Education Volume 10 Issue 2 2024 Page 5227-5236
MLA D Viswasahithya, M. RAMU, T M. MITHIL KRISHNA, M. SAHITHYA, and B. SHANMUKHA SAI. "ENHANCING EARTHQUAKE EARLY WARNING: ACCELERATING AND IMPROVING SOURCE-LOCATION ESTIMATION WITH MACHINE LEARNING." International Journal Of Advance Research And Innovative Ideas In Education 10.2(2024) : 5227-5236.
APA D Viswasahithya, M. RAMU, T M. MITHIL KRISHNA, M. SAHITHYA, & B. SHANMUKHA SAI. (2024). ENHANCING EARTHQUAKE EARLY WARNING: ACCELERATING AND IMPROVING SOURCE-LOCATION ESTIMATION WITH MACHINE LEARNING. International Journal Of Advance Research And Innovative Ideas In Education, 10(2), 5227-5236.
Chicago D Viswasahithya, M. RAMU, T M. MITHIL KRISHNA, M. SAHITHYA, and B. SHANMUKHA SAI. "ENHANCING EARTHQUAKE EARLY WARNING: ACCELERATING AND IMPROVING SOURCE-LOCATION ESTIMATION WITH MACHINE LEARNING." International Journal Of Advance Research And Innovative Ideas In Education 10, no. 2 (2024) : 5227-5236.
Oxford D Viswasahithya, M. RAMU, T M. MITHIL KRISHNA, M. SAHITHYA, and B. SHANMUKHA SAI. 'ENHANCING EARTHQUAKE EARLY WARNING: ACCELERATING AND IMPROVING SOURCE-LOCATION ESTIMATION WITH MACHINE LEARNING', International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 2, 2024, p. 5227-5236. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/ENHANCING_EARTHQUAKE_EARLY_WARNING__ACCELERATING_AND_IMPROVING_SOURCE_LOCATION_ESTIMATION_WITH_MACHINE_LEARNING_ijariie23575.pdf (Accessed : ).
Harvard D Viswasahithya, M. RAMU, T M. MITHIL KRISHNA, M. SAHITHYA, and B. SHANMUKHA SAI. (2024) 'ENHANCING EARTHQUAKE EARLY WARNING: ACCELERATING AND IMPROVING SOURCE-LOCATION ESTIMATION WITH MACHINE LEARNING', International Journal Of Advance Research And Innovative Ideas In Education, 10(2), pp. 5227-5236IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/ENHANCING_EARTHQUAKE_EARLY_WARNING__ACCELERATING_AND_IMPROVING_SOURCE_LOCATION_ESTIMATION_WITH_MACHINE_LEARNING_ijariie23575.pdf (Accessed : )
IEEE D Viswasahithya, M. RAMU, T M. MITHIL KRISHNA, M. SAHITHYA, and B. SHANMUKHA SAI, "ENHANCING EARTHQUAKE EARLY WARNING: ACCELERATING AND IMPROVING SOURCE-LOCATION ESTIMATION WITH MACHINE LEARNING," International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 2, pp. 5227-5236, Mar-App 2024. [Online]. Available: http://ijariie.com/AdminUploadPdf/ENHANCING_EARTHQUAKE_EARLY_WARNING__ACCELERATING_AND_IMPROVING_SOURCE_LOCATION_ESTIMATION_WITH_MACHINE_LEARNING_ijariie23575.pdf [Accessed : ].
Turabian D Viswasahithya, M. RAMU, T M. MITHIL KRISHNA, M. SAHITHYA, and B. SHANMUKHA SAI. "ENHANCING EARTHQUAKE EARLY WARNING: ACCELERATING AND IMPROVING SOURCE-LOCATION ESTIMATION WITH MACHINE LEARNING." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 10 number 2 ().
Vancouver D Viswasahithya, M. RAMU, T M. MITHIL KRISHNA, M. SAHITHYA, and B. SHANMUKHA SAI. ENHANCING EARTHQUAKE EARLY WARNING: ACCELERATING AND IMPROVING SOURCE-LOCATION ESTIMATION WITH MACHINE LEARNING. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2024 [Cited : ]; 10(2) : 5227-5236. Available from: http://ijariie.com/AdminUploadPdf/ENHANCING_EARTHQUAKE_EARLY_WARNING__ACCELERATING_AND_IMPROVING_SOURCE_LOCATION_ESTIMATION_WITH_MACHINE_LEARNING_ijariie23575.pdf
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