Vehicle localization using magnetic field for auto parking system자율 주차 시스템을 위한 자기장 활용 차량 측위 방법

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For the last decade, autonomous and electric vehicle market grow rapidly. Vehicle paradigm has been changing from vehicle based on internal combustion engine to vehicle based on artificial intelligence and electric motor. This paradigm shift also increased the expectation on autonomous parking and charging system. However, vehicle localization method using GPS can not be used especially indoor parking process. There should be a solution to help vehicle localization even when car is indoor. This dissertation proposed a novel vehicle localization method using magnetic field, which is used in vehicle’s wireless charging system. The whole system is verified using simulation and machine learning algorithm.
Advisors
Ahn, Seungyoungresearcher안승영researcher
Description
한국과학기술원 :조천식녹색교통대학원,
Publisher
한국과학기술원
Issue Date
2020
Identifier
325007
Language
eng
Description

학위논문(석사) - 한국과학기술원 : 조천식녹색교통대학원, 2020.2,[iii, 31 p. :]

Keywords

Autonomous driving▼aWireless charging▼aLocalization▼aMagnetic field▼aMachine learning▼aAutonomous parking; 자율주행▼a무선충전▼a측위▼a자기장▼a머신러닝▼a자율주차

URI
http://hdl.handle.net/10203/283780
Link
http://library.kaist.ac.kr/search/detail/view.do?bibCtrlNo=901490&flag=dissertation
Appears in Collection
GT-Theses_Master(석사논문)
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