Performance Analysis of Object Detection Depending on Reliability of Cellular V2X
- Title
- Performance Analysis of Object Detection Depending on Reliability of Cellular V2X
- Alternative Title
- 셀룰러 차량사물 통신의 신뢰성에 따른 객체 검출 성능 분석
- Author(s)
- Dongyoon Kwon
- DGIST Authors
- Dongyoon Kwon ; Ji-Woong Choi ; Jeongho Kwak
- Advisor
- 최지웅
- Co-Advisor(s)
- Jeongho Kwak
- Issued Date
- 2023
- Awarded Date
- 2023-02-01
- Type
- Thesis
- Description
- "Vehicle-to-everything (V2X)", "Cellular V2X (C-V2X)", "Vehicular edge computing (VEC)", "Object detection", "Detection accuracy", "차량사물 통신", "셀룰러 차량사물 통신", "차량 에지 컴퓨팅", "객체 검출," "검출 정확도"
- Table Of Contents
-
Ⅰ. Introduction 1
Ⅱ. Background 6
2.1 Vehicle-to-Everything (V2X) Communication 6
2.1.1 Dedicated Short Range Communication (DSRC) 6
2.1.2 Cellular V2X (C-V2X) 11
2.1.3 V2X Message & Use Cases 18
2.2 Vehicular Edge Computing (VEC) 23
2.3 Object Detection 28
Ⅲ. Research Method 32
3.1 Scenario Description 32
3.2 Simulation Setup 34
3.2.1 Dataset & Object Detection Algorithm 34
3.2.2 C-V2X Communication Environment 38
3.3 Fair Comparison 40
Ⅳ. Performance Analysis 43
Ⅴ. Conclusion 49
References 51
- URI
-
http://hdl.handle.net/20.500.11750/45746
http://dgist.dcollection.net/common/orgView/200000656994
- Degree
- Master
- Publisher
- DGIST
- Related Researcher
-
-
Choi, Ji-Woong
- Research Interests Communication System; Signal Processing; Communication Circuit Design; 생체 신호 통신 및 신호 처리; 뇌-기계 인터페이스(BMI); 차세대 교차계층 통신 및 신호 처리; 5G 모바일 통신
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- Files in This Item:
-
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- Appears in Collections:
- Department of Electrical Engineering and Computer Science Theses Master
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