20.500.12556/DKUM-42137 UGLAŠEVANJE GIROSKOPA MOBILNE NAPRAVE TUNING MOTION SENSOR ON MOBILE DEVICE V današnjem svetu igrajo pomembno vlogo mobilne naprave. Le-te vsebujejo vse več senzorjev, s pomočjo katerih zaznavajo okolico. V tej nalogi smo se lotili obdelave podatkov, ki smo jih pridobili iz senzorjev gibanja, s pomočjo genetskega programiranja. Naša želja je bila, da s pomočjo giroskopa mobilne naprave izboljšamo zaznavo hitrostnih ovir. Ideja je bila, da se pri tem uporabi simbolična regresija. Preučili smo lastnosti posameznih senzorjev in spoznali njihove prednosti in slabosti. Implementirali smo algoritem simbolične regresije, s pomočjo katerega smo podatke obdelali. Pridobljene rezultate smo analizirali in jih skušali še izboljšati. Mobile devices play an important role in the modern world. They include more and more sensors to perceive their surroundings. In this assignment we take a closer look at the processing of data, which were obtained with the help of motion detectors, with the assistance of genetic programming. Our desire was to improve the detection of speed bumps using a mobile gyroscope. The idea was to use symbolic regression. We have examined the characteristics of each sensor and have become aware of their advantages and disadvantages. We have also implemented a symbolic regression algorithm, which has helped us process the data. The results we obtained have been analysed and partially improved. giroskop simbolična regresija pospeškometer genetsko programiranje evolucijsko računanje gyroscope symbolic regression accelerometer genetic programming evolutionary computation true true false [T. Kodrun] Slovenski jezik Angleški jezik Diplomsko delo/naloga 2013-09-12 10:27:36 2013-09-18 11:51:21 2022-05-06 03:07:44 2021-04-25 03:18:22 2013 0 Maribor 0 0000-00-00 NiDoloceno NiDoloceno NiDoloceno 0000-00-00 0000-00-00 0000-00-00 [004.42:004.8]:528.526.6(043.2) 17515542 URN:SI:UM:DK:DWGMR4GT VS_Kodrun_Tanis_2013.pdf VS_Kodrun_Tanis_2013.pdf 1 A7732B8F4E99AEF1D28F541A67940AA7 5c136cbfe269d2a1747a9841c36402310023459dce076f1df8dc4b765efa38ba 51a340fb-7c0a-11eb-bb7a-00155d0001ca https://dk.um.si/Dokument.php?lang=slv&id=58680 Fakulteta za elektrotehniko, računalništvo in informatiko 0 0 0