| 研究生: |
蘇湘婷 Su, Siang-Ting |
|---|---|
| 論文名稱: |
基於 ROS 2 與 micro-ROS 之具故障後快速接管能力的分層式機器人備援控制架構 A Layered Backup Control Architecture with Fast Failover Capability Based on ROS 2 and micro-ROS |
| 指導教授: |
蘇文鈺
Su, Wen-Yu |
| 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: | 2026 |
| 畢業學年度: | 114 |
| 語文別: | 英文 |
| 論文頁數: | 83 |
| 中文關鍵詞: | micro-ROS 、ROS 2 、備援控制 、容錯 、故障接管 、嵌入式系統 |
| 外文關鍵詞: | micro-ROS, ROS 2, Backup Control, Fault Tolerance, Failover, Embedded Systems |
| 相關次數: | 點閱:67 下載:0 |
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隨著無人機(Unmanned Aerial Vehicles, UAVs)於物流配送、災害救援、智慧巡檢與自主監測等應用領域快速發展,系統可靠性(Reliability)與容錯能力(Fault Tolerance)逐漸成為重要研究議題。現有多數無人機系統高度依賴單一高效能運算平台(如 Jetson 或 Raspberry Pi)執行導航、感測與決策任務,一旦主系統因硬體故障、作業系統崩潰、ROS 節點異常或通訊中斷而失效,可能導致整體控制能力喪失,進而造成例如飛行失控、任務失敗等等安全風險。因此,如何建立一套低成本、可快速接管且適用於嵌入式系統之備援控制架構,為本論文探討的課題。
本論文提出一套基於 micro-ROS 的輕量化備援控制系統,採用 Agent–Client 分層式架構,由高階 ROS 2 主系統與低階微控制器備援系統共同組成。系統透過 heartbeat 機制與 Agent 連線監測,即時判斷主系統狀態,並於異常發生時自動觸發 failover 機制,使備援控制器接管基本安全控制功能,包括停止動作、進入安全狀態以及執行系統恢復流程。此外,本研究亦建立完整狀態機(State Machine)與連線狀態追蹤機制,以實現正常運作、斷線偵測、備援接管與 recovery 等系統狀態轉換。
我們使用 Raspberry Pi 5 作為 micro-ROS Agent 與 ROS 2 主系統平台,Raspberry Pi Pico 2 W 作為 micro-ROS Client,亦可採用其他可以兼容 ROS2/micro-ROS 之系統。在論文的系統中,USB Serial 作為主要通訊介面,亦可採用其他常用介面,如 UART、Wi-Fi 等。
實驗結果顯示,本系統能於主系統因故故障時快速進入備援模式,並於連線恢復後自動完成 recovery 流程。為精確分析系統行為與時間效能,本研究導入 RTT(Real-Time Transfer)除錯技術與 OpenOCD,即時記錄系統狀態與時間指標,包括 boot time、agent latency、client response time、backup time 與 recovery time,並透過多輪測試進行統計分析與效能評估。本研究提出之方法適合部署於資源受限之嵌入式機器人平台。除此之外,本系統架構亦具備良好延展性,可應用於無人機、自走車、多足機器人與其他分散式機器人系統之容錯控制設計。
With the rapid development of Unmanned Aerial Vehicles (UAVs) in logistics, disaster rescue, intelligent inspection, and autonomous monitoring, system reliability and fault tolerance have become increasingly important research topics. Most existing UAV systems rely heavily on a single high-performance computing platform (e.g., Jetson or Raspberry Pi) for navigation, sensing, and decision-making. Once the primary system fails due to hardware failure, OS crash, ROS node error, or communication interruption, the entire control capability may be lost, leading to safety risks such as loss of flight control and mission failure. Therefore, how to build a low-cost, fast-takeover backup control architecture suitable for embedded systems is the subject of this thesis.
This thesis proposes a lightweight backup control system based on micro-ROS, employing an Agent-Client layered architecture composed of a high-level ROS 2 host system and a low-level microcontroller backup system. The system uses a heartbeat mechanism and Agent connection monitoring to assess the host system status in real time, and automatically triggers a failover mechanism upon anomaly detection, enabling the backup controller to take over basic safety control functions including stopping motion, entering a safe state, and executing system recovery. Additionally, this research establishes a complete state machine and connection state tracking mechanism to implement system state transitions among normal operation, disconnection detection, backup takeover, and recovery.
We use a Raspberry Pi 5 as the micro-ROS Agent and ROS 2 host platform, and a Raspberry Pi Pico 2 W as the micro-ROS Client; other systems compatible with ROS 2/micro-ROS may also be used. In the system described in this thesis, USB Serial serves as the primary communication interface, though other common interfaces such as UART and Wi-Fi may also be adopted.
Experimental results show that the system can rapidly enter backup mode upon host system failure and automatically complete the recovery process after connectivity is restored. To accurately analyze system behavior and timing performance, this research introduces RTT (Real-Time Transfer) debugging technology and OpenOCD to record system states and timing metrics in real time, including boot time, agent latency, client response time, backup time, and recovery time, with statistical analysis and performance evaluation conducted across multiple test rounds. The proposed method is suitable for deployment on resource-constrained embedded robotic platforms. Furthermore, the system architecture exhibits good scalability and can be applied to fault-tolerant control design for UAVs, autonomous ground vehicles, multi-legged robots, and other distributed robotic systems.
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