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Asynchronous Distance Measurement for Smartphone-Based Localization Exploiting Chirp Signals
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- Title
- Asynchronous Distance Measurement for Smartphone-Based Localization Exploiting Chirp Signals
- Alternative Title
- CHIRP 신호를 이용한 비동기적 거리측정 방법
- DGIST Authors
- Lee, Hong Jae ; Hwang, Jae Youn ; Park, Tae Joon ; Kim, Min Soo
- Advisor
- Hwang, Jae Youn ; Park, Tae Joon
- Co-Advisor(s)
- Kim, Min Soo
- Issued Date
- 2016
- Awarded Date
- 2016. 2
- Citation
- Lee, Hong Jae. (2016). Asynchronous Distance Measurement for Smartphone-Based Localization Exploiting Chirp Signals. doi: 10.22677/thesis.2226996
- Type
- Thesis
- Subject
- Sensor network ; Distance measurement ; Localization ; Smartphone ; Chirp signal ; Smartphone-based Ad-hoc Networks (SAN) ; 센서 네트워크 ; 거리측정 ; 스마트폰 ; CHIRP 신호 ; 스마트폰 기반 애드혹 네트워크
- Abstract
-
In this paper, we present an new asynchronous, accurate, and real time distance measurement method using chirp signals, which is capable of accurately locating and tracking, thus forming an ad-hoc network among smartphones in an indoor (e.g., smart meeting room) environment. Also we propose a distance measurement which can overcome limitations of previous representative distance measurements of Received Signal Strength Indicator (RSSI) and Time of Arrival (TOA). It operates in spontaneous, smartphone-based ad-hoc networks (SAN), sensory-based context inference, and device-to-device context extraction systems without requiring well–organized infrastructures. We then implement our proposed method on two Samsung Galaxy S5, one of Commercial Off-The-Shelf (COTS) smartphones. Without modifying their hardware or OS kernel. Our experimental results demonstrate that it takes < 1 second to conduct network-wide distance measurements and the measurement error is <10 cm, which is treated as an allowable error, in at least 87% of the experiments. ⓒ 2016 DGIST
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- Table Of Contents
-
I. Introduction 7 --
II. Related Works 10 --
2.1 RSSI 10 --
2.2 TOA 11 --
III. Challenges of High Accuracy Localization 13 --
3.1 Challenge of Time Synchronization 13 --
3.2 Challenge of Asynchronous Localization 15 --
IV. Asynchronous Distance Measurement Method 19 --
V. Implementation Detail 23 --
5.1 Chirp Signal Design 23 --
5.2 Chirp Signal Detection 27 --
5.3 Device orientation 28 --
VI. Evaluation 31 --
6.1 Hardware Configuration 31 --
6.2 Test Case Design 32 --
6.3 Experimental Result 35 --
6.3.1.1 Case 1 Result 37 --
6.3.1.2 Case 2 Result 38 --
6.3.1.3 Case 3 Result 38 --
VII. Conclusion 41 --
References 42
- URI
-
http://dgist.dcollection.net/jsp/common/DcLoOrgPer.jsp?sItemId=000002226996
http://hdl.handle.net/20.500.11750/1460
- Degree
- Master
- Department
- Information and Communication Engineering
- Publisher
- DGIST
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