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研究生: 尤偉喨
Yiu, Wei-Liang
論文名稱: 一個適用於路側裝置的交通狀態感測與廣播軟體框架
A Software Framework of Roadside Units for Traffic Condition Perception and Broadcast
指導教授: 涂嘉恆
Tu, Chia-Heng
學位類別: 碩士
Master
系所名稱: 電機資訊學院 - 資訊工程學系
Department of Computer Science and Information Engineering
論文出版年: 2022
畢業學年度: 110
語文別: 英文
論文頁數: 31
中文關鍵詞: 合作感知系統車聯網通訊智慧路側單元自駕聯網車輛
外文關鍵詞: cooperative perception system, V2X communication, intelligent roadside unit, connected and autonomous vehicle
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  • 車聯網技術透過車輛間建構的網路交換交通狀態的資料,具有可以提高道路交通的 效率與安全性的優點,近年來,已在智慧型運輸系統被廣泛的研究,例如:透過分 享各車輛所偵測到的周遭交通狀況給其他路上的車輛,具備車聯網功能的車輛可以 藉由上述資訊,來調節與控制自身車輛運行。然而,在車聯網的技術實際部署到智 慧型運輸系統時會受到兩個限制,低覆蓋率以及車載傳感器會有盲點。相較於以車 輛為中心的車聯網技術所建構之交通狀況感測系統,以路測單元為中心所建置之系 統由於可以避免上述兩個限制所帶來的影響,因此,近年來成為研究的焦點。在本 論文中,我們的目標是透過提出一個軟體框架改進以路側單元為中心的設計。此框 架可以感知交叉路口周圍的交通狀況,並將感知到的交通狀況廣播給附近的聯網車 輛。除此之外,我們同時提出了一個軟體模組降低路側單元處理多個應用時所產生 的效能衝擊。因此,聯網車輛可以在路側單元的幫助下,感知到那些未聯網或是處 於感測器盲點的車輛並進而能夠避免潛在的事故發生。我們也在設計了一系列的實 驗,測試本論文提出的軟體設計,實驗結果顯示此框架可以顯著提高交通安全,並 同時符合國際汽車工程學會定義的標準的性能規範。

    While vehicle to everything technology has been proposed to improve road traffic efficiency and safety, it would suffer from the two limitations, the low coverage and the blind spots of onboard sensors, during an early stage of vehicle-to-everything deployment. The infrastructure based solutions, rather than vehicle-centric designs dictated by the vehicle-to- everything technology, have been development to tackle the problem by gathering traffic status on a roadside unit and broadcasting the detected information to nearby connected vehicles. In this work, we aim to augment such an infrastructure-centric design by proposing a software framework to perceive the surrounding traffic context of an intersection and to broadcast the sensed traffic conditions to connected vehicles in the vicinity. In addition, we propose a software module to improve the handling of multiple applications for the roadside unit. As a result, connected vehicles can be aware of those non-connected vehicles with the help of the roadside unit, which facilitates road traffic safety. We have evaluated the pro- posed software in indoor tests, which shows that the framework can significantly improve traffic safety while conforming to the performance specifications of the standards defined by Society of Automotive Engineers.

    摘要 i Abstract ii 誌謝 iii Table of Contents iv List of Tables v List of Figures vi Chapter 1. Introduction 1 1.1. Introduction 1 1.2. ThesisOrganization 4 Chapter 2. Background and Related Work 5 2.1. Background: Vehicle to Everything Standards and Applications 5 2.2. Related Work: Vehicle-centric Approaches to Improve Road Safety 6 2.3. Related Work: RSU-centric Intelligent Transport Systems 8 Chapter 3. Method 11 3.1. Overview 11 3.2. FrameworkOrganization 12 3.3. CollectivePerceptionSystem 14 3.4. ConcurrentExecutionSupport 17 Chapter 4. Experimental Results 22 4.1. ExperimentalSetup 22 4.2. CPSPerformance 23 4.3. CESPerformance 25 4.4. Vehicle-Centric and RSU-Centric Solutions’ Performance 26 Chapter 5. Conclusion 29 References 30

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