PUKYONG

A Novel Approach for Indoor Wide Area Monitoring Network Based on Visible Light Communication

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Alternative Title
가시광 통신 기반 실내 광역 모니터링 네트워크에 대한 새로운 접근
Abstract
Visible light communication (VLC) can provide a new way for wireless communication for humans. It comes with unique features and advantages like large unregulated bandwidth, electromagnetic interference free communication, low power consumption, high data rate, existing infrastructure can be used for communication, illumination and communication can be possible at the same time. These advantages can be exploited for indoor communication as radio frequency (RF) communication has spectrum scarcity. Internet of things (IoT) is a new paradigm for interconnecting different devices. As an alternative to RF, we can employ VLC to interconnect different IoT devices in indoor environment. Thus, we propose monitoring system and new modulation techniques to enhance VLC. The proposed monitoring system developed using VLC only and can communicate in a long distance with low error rate. A communication protocol was proposed to reduce communication delay and frame loss during different phase of communication. We also proposed two modulation techniques for VLC namely data dependent multiple pulse position modulation and multilevel pulse width modulation. We experimentally demonstrate the performance and advantages in terms of communication efficiency. To ensure the security in VLC we also proposed a framework for secure data communication. We have classified the medium access control layer into two parts one part is used for authentication and another part is used for data demodulation. In addition, a mapping algorithm was introduced for efficient communication using VLC. We also proposed multiple input multiple output (MIMO) communication as it can give additional bandwidth and receiver diversity. Two types of MIMO antenna configurations were considered 2×2 and 4×4. We observe the performance using four different modulation techniques, which can help to make efficient network planning for IoT devices.
Author(s)
SEJAN MOHAMMAD ABRAR SHAKIL
Issued Date
2022
Awarded Date
2022. 2
Type
Dissertation
Keyword
Internet of Things Modulation Monitoring System Optical Communication Visible Light Communication
Publisher
부경대학교
URI
https://repository.pknu.ac.kr:8443/handle/2021.oak/24078
http://pknu.dcollection.net/common/orgView/200000604656
Affiliation
Pukyong National University, Graduate School
Department
대학원 전자공학과
Advisor
ChungWan-Young
Table Of Contents
1. Introduction 1
1.1 Research Motivations 3
1.2 Contributions 5
1.3 Dissertation Organization 6
2. Background and Related Work 8
2.1 Basics of VLC 8
2.2 Channel Model of VLC 11
2.3 Related Research Works 15
3. Bidirectional Multi-hop Communication Using VLC 20
3.1 Particulate Matter Monitoring System 20
3.2 Bidirectional Communication 22
3.3 Multi-hop Communication 25
3.4 Communication Protocol Design 27
3.4 Free ROTS For Reducing Delay 35
3.4 Experiment Results 37
3.4.1 Bidirectional Communication Error Rate 37
3.4.2 Multi-hop Communication Error Rate 39
3.4.3 Proposed Protocol Performance 45
3.4.4 Monitoring Terminal 48
4. Data Compression and Data Dependent Multiple Pulse Modulation 50
4.1 Compression Technique 50
4.1.1 Compression Data Analysis 51
4.1.2 Determination of Minimum bits required 52
4.1.3 Compression Mechanism for sensor data 54
4.2 Data Dependent Multiple Pulse Position Modulation 59
4.2.1 Coding Method 60
4.2.2 Encoding and Decoding of DDMPPM 63
4.2.3 Comparison Frame Rate 67
4.2.4 Error Analysis 69
4.2.5 Data Rate 72
4.3 Experiment and Results 74
4.3.1 Experiment Setup 75
4.3.2 Experiment Results 79
4.3.3 User Interface 85
5. Hybrid Multilevel Pulse Width Modulation 87
5.1 VLC Modulation Techniques 87
5.2 Proposed Modulation Technique 89
5.3 Experiment Setup 97
5.4 Experiment Results 100
5.4.1 Data Transmission Efficiency Comparison 100
5.4.2 Data Bandwidth Comparison 101
5.4.3 Communication Error Rate 106
6. Secure VLC Framework 109
6.1 VLC Security 109
6.2 Communication Framework Design 111
6.2.1 Physical Layer 112
6.2.2 MAC Layer 113
6.2.3 Application Layer 114
6.3 Sensor Data Analysis 114
6.4 Mapping Algorithm for Data Transfer 117
6.5 Experiment Result and Discussion 123
6.5.1 Experiment Setup 123
6.5.2 Experiment Results 125
6.5.3 User Interface 130
7. MIMO Communication for Indoor VLC 132
7.1 MIMO Communication in VLC 132
7.2 VLC MIMO with Different Modulation Technique 133
7.3 Security for MIMO VLC 137
7.4 Experiment Setup for MIMO VLC 138
7.5 Experiment and Results 141
7.5.1 Luminous Intensity Experiment 141
7.5.2 2×2 MIMO Communication Error Rate 143
7.5.3 4×4 MIMO Communication Error Rate 146
8. Conclusions and Future Work 149
References 152
List of Publications (SCI (E) Journals Only) 171
Degree
Doctor
Appears in Collections:
대학원 > 전자공학과
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