PUKYONG

Bidirectional Visible Light Communication for Remote Indoor Air Quality Monitoring

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Abstract
In this thesis, the author presents a design of visible light communication system for indoor positioning and remote air quality monitoring. The proposed system has two main components: base station and sensor module. For positioning, a novel high-precision positioning algorithm utilized visible light communication with only simple one receiver is proposed. Derived from the optical propagation model, an algorithm is demonstrated based on the relationship between perceived power, noise, and position. In addition, the proposed algorithm takes advance of the voltage difference from multi-level modulation as the input to minimize the noise’s negative impact. Furthermore, the minimum mean squares error algorithm and extended Kalman filter are adapted to improve the optical modeling accuracy and achieve high performance. For second purpose, indoor air quality, temperature, and relative humidity broadly refer to the environmental characteristics inside buildings that may affect a thermal comfort, healthy life, or labor productivity. Thus, monitoring these parameters is essential in order to understand and prevent air pollution, assess emission sources, and preserve health. Since there are several publications which support the existence of complex biological and neurological effects of RF communication even in weak non-thermal electromagnetic fields, the visible light communication system is applied as a wireless indoor environment monitoring system with EMI-free. An average-voltage tracking algorithm was adapted to allow the LED illumination to utilize for dual purposes as a lighting system and a communications medium. After collecting the sensing data from electrochemical sensors, each sensor modules wirelessly transmits these data to the base station via VLC with the distance of 6 m and error-free. Finally, the measured data are monitored by using a user interface in real-time.
Author(s)
NGOC QUAN PHAM
Issued Date
2018
Awarded Date
2018. 8
Type
Dissertation
Keyword
visible light communication positioning system multi-level modulation monitoring system
Publisher
Pukyong National University
URI
https://repository.pknu.ac.kr:8443/handle/2021.oak/14512
http://pknu.dcollection.net/common/orgView/200000115672
Affiliation
부경대학교 대학원
Department
대학원 전자공학과
Advisor
Prof. Wan-Young Chung
Table Of Contents
List of Figures iii
List of Tables v
List of Abbreviations vi
Acknowledgement vii
Abstract viii
1 Introduction 1
1.1 Motivation and Research Objectives 3
1.2 Contributions 7
1.3 Dissertation Organization 7
2 Background and Related Works 9
2.1 Visible light communications 9
2.1.1 Light Emitting Diode (LED) Characteristics 11
2.1.2 Photodiode Characteristics 13
2.2 Related Works 14
2.2.1 VLC Monitoring Research 14
2.2.2 VLC Positioning Research 15
3 System Design and Implementation 16
3.1 System Overview 16
3.2 Data Transceiver Modules 20
3.3 Monitoring System 21
3.4 Positioning System 22
4 Data Transceiver Modules 23
4.1 Transmitter Design 23
4.2 Receiver Design 24
4.2.1 Receiver Diagram 24
4.2.2 Proposed Receiver Performance 27
5 Indoor Monitoring System 30
5.1 System Design 30
5.2 Data Protocol and Algorithm 31
5.3 Sensor Module 36
5.4 Experiment Results 39
6 Visible Light Positioning Algorithm 42
6.1 System Modeling 43
6.1.1 Optical Wireless Channel 43
6.1.2 Multi-Level Modulation 44
6.2 Proposed Positioning Algorithm 47
6.2.1 Least Squares Approach 48
6.2.2 Extended Kalman Filter Algorithm 50
6.3 Numerical Simulation and Experimental Evaluation 53
6.3.1 Simulation Results 54
6.3.2 Experiment Results 58
7 Conclusions and Future Work 63
Reference 65
List of Publications (SCI (E) Journal Only) 68
List of Publications (International Conference) 69
Awards 70
Degree
Master
Appears in Collections:
대학원 > 전자공학과
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