Indoor localization with smartphone using BLE ibeacon
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Indoor localization with smartphone using BLE ibeacon
VIETNAM NATIONAL UNIVERSITYUNIVERSITY OF ENGINEERING AND TECHNOLOGYDuong Ngoc SonINDOOR LOCALIZATION WITH :SMARTPHONE USING BLE IBEACONMASTER THESIS I Indoor localization with smartphone using BLE ibeacon INELECTRONICS AND TELECOMMUNICATIONSMAJOR :COMMUNICATION ENGINEERINGCODE :8510302.02SUPERVISOR : PHD. DINH THI THAI MAIHANOI - 2020Publication thesis option'Illis thesis would consist of the following six articles:Paper 1: Thai-Mai Thi Dinh. Ngoc-Son Duong. Kumbesan Sandrasegaram “Smart phonebased I Indoor localization with smartphone using BLE ibeacon ndoor Positioning Using RLE i Beacon and Reliable Lightweight Fingerprint Map”, IE EE Sensors Journal. 2020. In press. https://doi.org/10.1109/JSEN.20Indoor localization with smartphone using BLE ibeacon
20.2989411Paper 2: Ngoc-Son Duong. Thai-Mai Dinh. “Develop a true real-time iBeacon-based indoor positioning system using smart .phone”. to be submittVIETNAM NATIONAL UNIVERSITYUNIVERSITY OF ENGINEERING AND TECHNOLOGYDuong Ngoc SonINDOOR LOCALIZATION WITH :SMARTPHONE USING BLE IBEACONMASTER THESIS I Indoor localization with smartphone using BLE ibeacon rint using BLE iBeacon on iOS platform”, in 19th International Symposium on Communications and Information Technologies (ISCỈT), Vietnam, Sept. 2019.Paper 1: Thai-Mai Dinh, and Ngoc-Son Duong “Smartphone Indoor Positioning System based on BLE iBeacon and Reliable region-based position correction alg Indoor localization with smartphone using BLE ibeacon orithm”, in International Conference on Advanced Technologies for Communications (ATC), Vietnam. Oct. 2019.Paper 5: Ngoc-Son Duong. Than-Anh Trinh Vu,Indoor localization with smartphone using BLE ibeacon
and Thai-Mai Dinh, “Bluetooth Low Energy Based Indoor Positioning on iOS Platform”, in IEEE 12th International Symposium on Embedded Multicore./Many-VIETNAM NATIONAL UNIVERSITYUNIVERSITY OF ENGINEERING AND TECHNOLOGYDuong Ngoc SonINDOOR LOCALIZATION WITH :SMARTPHONE USING BLE IBEACONMASTER THESIS I Indoor localization with smartphone using BLE ibeacon on Mulli-lateratioii’, TELKOMNỈKA, submitted, in revision.Authorship“I hereby declare that the work contained in Ulin thesis is of my own and has not been previously submitted for a degree or diploma at this or any other higher education institution. Io the best of my knowledge and belief, the thesi Indoor localization with smartphone using BLE ibeacon s contains no materials previously published or written by another person, except where due reference or acknowledgement IS made. ’’Hanoi,............Indoor localization with smartphone using BLE ibeacon
..2020StudentAcknowledgmentThis thesis would never have been done without t he support of many colleagues, friends, and my family.Firstly, 1 would likVIETNAM NATIONAL UNIVERSITYUNIVERSITY OF ENGINEERING AND TECHNOLOGYDuong Ngoc SonINDOOR LOCALIZATION WITH :SMARTPHONE USING BLE IBEACONMASTER THESIS I Indoor localization with smartphone using BLE ibeacon had her trust in my ability, and 1 have often benefited from her insight and advice during the time 1 conducted my thesis work.1am grateful to other teachers and friends in Communication Systems Laboratory, Faculty of Electronics and Telecommunications, University of Engineering anti Technology'.1 Indoor localization with smartphone using BLE ibeacon would like to also acknowledge my family and my beloved ones for cheering and supporting me during my six years at t he university. Your sentimental vIndoor localization with smartphone using BLE ibeacon
alues mean a lot. to me.Ulis work has been supported by Vietnam National University, Hanoi (VNU), under Project No. QG.19.25.iiAbstractNowadays, ill lVIETNAM NATIONAL UNIVERSITYUNIVERSITY OF ENGINEERING AND TECHNOLOGYDuong Ngoc SonINDOOR LOCALIZATION WITH :SMARTPHONE USING BLE IBEACONMASTER THESIS I Indoor localization with smartphone using BLE ibeacon nvironment such as Local ion-Based Services (LBSs). Social Networking Services (SNSs), etc. Location accuracy is a measurement of service quality. GPS has done this well for outdoor environments. However, due to rhe obstruction of building materials. GPS signals can not workwell in indoor environmen Indoor localization with smartphone using BLE ibeacon ts. Therefore, many technologies are exploited to deploy indoor positioning systems (IPS) such as Wifi. REID. Zigbee, etc. To overcome rhe limitationsIndoor localization with smartphone using BLE ibeacon
of previous technologies, a Bluetooth-Low-Energy-based (BLE-based) technology. iBeacon was introduced as a appropriate solution for IPS requirements VIETNAM NATIONAL UNIVERSITYUNIVERSITY OF ENGINEERING AND TECHNOLOGYDuong Ngoc SonINDOOR LOCALIZATION WITH :SMARTPHONE USING BLE IBEACONMASTER THESIS I Indoor localization with smartphone using BLE ibeacon his thesis proposes a real-time indoor positioning system which combines i Beacon technology anti smartphone sensors. Two main techniques are used for positioning, i.e. Pedestrian Dead Reckoning (PDR) and Range-based using Least Square Estimation (LSE). These two methods help each other create a hig Indoor localization with smartphone using BLE ibeacon hly accurate system. Firstly, we offer a solution for Received Signal-Strength bast'd (RSS-based) continuous positioning problem by investigating heteIndoor localization with smartphone using BLE ibeacon
rogeneity in RSS. Secondly, we propose? a method of improving .accuracy for LSE. We consider PDR-bascd position and improved LSE-based position bot h VIETNAM NATIONAL UNIVERSITYUNIVERSITY OF ENGINEERING AND TECHNOLOGYDuong Ngoc SonINDOOR LOCALIZATION WITH :SMARTPHONE USING BLE IBEACONMASTER THESIS I Indoor localization with smartphone using BLE ibeacon tribution will be fused by the Kalman filter to produce more precise positions. The method is intended to design a real-time system for locating moving target, rhe results show our proposed solution is not only highly accurate but also feasible in act ual deployment .iii Indoor localization with smartphone using BLE ibeacon VIETNAM NATIONAL UNIVERSITYUNIVERSITY OF ENGINEERING AND TECHNOLOGYDuong Ngoc SonINDOOR LOCALIZATION WITH :SMARTPHONE USING BLE IBEACONMASTER THESIS IGọi ngay
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