Location Sensing Using Bluetooth for GPS Suppression

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Location Sensing Using Bluetooth for GPS Suppression

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dc.contributor.advisor Mahmoud, Qusay
dc.contributor.author Mair, Nicholas
dc.date 2012-08-24
dc.date.accessioned 2012-09-06T16:23:47Z
dc.date.available 2012-09-06T16:23:47Z
dc.date.issued 2012-09-06
dc.identifier.uri http://hdl.handle.net/10214/3928
dc.description.abstract With the ubiquity of mobile devices, there has been increased interest in determining how they can be used with location-based services. These types of services work best when the device has the ability to sense its location frequently, while still maintaining enough battery life to carry out its normal daily functions. Since the life of the battery on a mobile device is already so limited, ways of preserving that energy has become an important issue. The goal of this thesis is to demonstrate that Bluetooth can assist in providing energy efficient mobile device localization. This goal is achieved through a proposed Bluetooth Location Service Discovery framework which provides an API that can be incorporated into third party applications. The API allows BlackBerry devices to use surrounding Bluetooth devices in order to make a prediction about its current location. Predictions are completed with the assistance of the K-Nearest Neighbour data mining algorithm, and can be used as an alternative to invoking the GPS. The results obtained through experiments demonstrate that the results are comparable to those obtained with GPS. en_US
dc.language.iso en en_US
dc.subject Bluetooth en_US
dc.subject Mobile Device Localization en_US
dc.subject Location Based Services en_US
dc.subject K-Nearest Neighbour en_US
dc.title Location Sensing Using Bluetooth for GPS Suppression en_US
dc.type Thesis en_US
dc.degree.programme Computer Science en_US
dc.degree.name Master of Science en_US
dc.degree.department Department of Computing and Information Science en_US


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