University of Bahrain
Scientific Journals

Radio Signal Failure Notifying System – LOST TRANSMISSION

Show simple item record

dc.contributor.author Sumithraarachchi, Geethika
dc.contributor.author Ahamed, Rashid
dc.contributor.author Vithana, Nipunika
dc.date.accessioned 2021-08-05T10:10:47Z
dc.date.available 2021-08-05T10:10:47Z
dc.date.issued 2021-08-05
dc.identifier.issn 2210-142X
dc.identifier.uri https://journal.uob.edu.bh:443/handle/123456789/4407
dc.description.abstract Radio transmission (RT) is a commonly used process inside radio stations, which enables broadcasting a radio signal from the radio station to radio channel listeners all over the world depending on the radio signal’s strength. Sometimes, radio signal failures can happen due to various reasons and listeners would not be able to listen to the radio channels properly. The current radio signal failure notifying process is being done halfmanual at most of the radio stations while not providing immediate notifications to the radio station staff. In this paper, a troubleshooting mobile application to get instant notifications of radio signal failures happening at radio outstations and predict future radio signal failures based on the weather components is presented. A cloud platform, IoT technology, and machine learning technique are combined with the aforementioned system to provide fast service to the radio station end-users. A key benefit of this system is that even though the users are out of the radio station, the system will be one notification away from the users to notify about sudden radio signal failures along with the future radio signal failurepredicting feature using Machine Learning. en_US
dc.language.iso en en_US
dc.publisher University of Bahrain en_US
dc.rights Attribution-NonCommercial-NoDerivatives 4.0 International *
dc.rights.uri http://creativecommons.org/licenses/by-nc-nd/4.0/ *
dc.subject radio signal failure en_US
dc.subject IoT en_US
dc.subject machine learning en_US
dc.subject logistic regression en_US
dc.subject nodeMCU esp32 en_US
dc.subject mobile app en_US
dc.title Radio Signal Failure Notifying System – LOST TRANSMISSION en_US
dc.contributor.authorcountry Sri Lanka en_US
dc.contributor.authorcountry Sri Lanka en_US
dc.contributor.authorcountry Sri Lanka en_US
dc.contributor.authoraffiliation Sri Lanka Institute of Information Technology (SLIIT ACADEMY), Colombo 03 en_US
dc.contributor.authoraffiliation Sri Lanka Institute of Information Technology (SLIIT ACADEMY), Colombo 03 en_US
dc.contributor.authoraffiliation Sri Lanka Institute of Information Technology (SLIIT ACADEMY), Colombo 03 en_US
dc.source.title International Journal of Computing and Digital System en_US
dc.abbreviatedsourcetitle IJCDS en_US


Files in this item

The following license files are associated with this item:

This item appears in the following Issue(s)

Show simple item record

Attribution-NonCommercial-NoDerivatives 4.0 International Except where otherwise noted, this item's license is described as Attribution-NonCommercial-NoDerivatives 4.0 International

All Journals


Advanced Search

Browse

Administrator Account