| 研究生: |
黃裕閔 Huang, Yu-Min |
|---|---|
| 論文名稱: |
結合地圖服務伺服器與GPS/INS整合定位系統之智慧型校園導覽載具 An Intelligent Campus Tour Vehicle with Service-Based Map Server and GPS/INS Integrated Positioning System |
| 指導教授: |
王振興
Wang, Jeen-Shing |
| 學位類別: |
碩士 Master |
| 系所名稱: |
電機資訊學院 - 電機工程學系 Department of Electrical Engineering |
| 論文出版年: | 2010 |
| 畢業學年度: | 98 |
| 語文別: | 中文 |
| 論文頁數: | 83 |
| 中文關鍵詞: | 控制器區域網路 、定位精度因子 、導覽網頁 、道路邊緣偵測 |
| 外文關鍵詞: | CAN, DOP, tour website, road edge detection |
| 相關次數: | 點閱:86 下載:0 |
| 分享至: |
| 查詢本校圖書館目錄 查詢臺灣博碩士論文知識加值系統 勘誤回報 |
本論文主旨在實現一智慧型校園導覽載具,其控制核心為一嵌入式系統(Create-Xscale-PXA270),透過其控制器區域網路(Controller Area Network, CAN)匯流排來整合周邊感測器資訊與傳送控制命令給載具之前輪轉向控制電路與後輪速度控制電路以簡化電路複雜度也提升系統安全性,並達到有效控制智慧型導覽載具的目的。在載具定位部分,我們結合低成本GPS接收模組與實驗室自製的慣性感測元件開發GPS/INS整合定位系統,其中利用GPS定位精度因子(Dilution of Precision, DOP)來動態調整擴展式卡爾曼濾波器中的位置觀測量誤差,以提高定位系統的準確性。本論文亦建置地圖資訊服務伺服器,並設計一導覽網頁提供訪客校園資訊瀏覽、目的地路徑規劃與動態校園導覽之操作介面。進行校園導覽時,導覽網頁會利用AJAX的技術將定位資訊即時上傳至遠端定位資料庫,讓監控人員可以透過監視網頁清楚掌握訪客導航情況。此外,導覽載具具有道路邊緣偵測的功能,透過Hough Transform演算法將雷射測距儀掃描出的路面軌跡進行分析並擷取出最長直線,並透過道路邊緣的特徵找出道路邊緣點與載具相對位置,以達到避障之功能。最後,整合上述相關功能後結合導航目標航修正法實現智慧載具校園導覽的功能,讓遠到而來的訪客可乘坐在載具上,以有效率、輕鬆且生動的方式認識成大校園。
This thesis presents an intelligent campus tour vehicle with a service-based map server and a GPS/INS integrated positioning system. To simplify the complexity of the control circuit, we used an embedded system (Create-Xscale-PXA270) as the control core and used a controller-area network (CAN) bus to integrate peripheral sensors and send control commands to the front-wheel steering control circuit and rear-wheel speed control circuit. A GPS/INS integrated positioning system combining a low-cost GPS receiver module and laboratory-made inertial sensors was developed for the positioning of the tour vehicle. The GPS positioning accuracy factor, DOP, was used to dynamically adjust the variance of position observation of the extended Kalman filter. The study also constructed a serviced-based map server to provide a tour website. By the guided instruction of the tour website, visitors can surf the campus information and tour the campus on the tour vehicle. During the campus tour, the tour website shows the location of the tour vehicle on the Google map immediately. The tour web site also uses AJAX technologies to upload the location to the remote location database, so that the campus staff can monitor the tour condition through the webpage. For auto navigation, an obstacle avoidance algorithm was developed for the tour vehicle. The algorithm performs road edge detection by the Hough transform which analyzes the road trajectory scanned by the laser range finder of the vehicle, and extracts the longest straight line through the characteristics of the road edge to find the road edge. Finally, the experimental results shows the intelligent tour vehicle can provide visitors an efficient, easy and vivid way of understanding of National Cheng Kung University campus.
[1] A. Singhal, Issues in autonomous mobile robot navigation, Monograph of University of Rochester Press, Rochester, 1997.
[2] 中央科學研究院, http://www.csistdup.org.tw/
[3] 財團法人車輛測試研究中心(ARTC), http://www.artc.org.tw/
[4] J. A. Farrel and M. Barth, The global positioning system and inertial navigation. NY: McGraw-Hill, 1998.
[5] M. S. Grewal, L. R. Weill, and A. P. Andrews, Global positioning systems, inertial navigation, and integration. NY: John Wiley and Sons, 2001.
[6] H. -S. Tan and J. Huang, "DGPS-based vehicle-to-vehicle cooperative collision warning: engineering feasibility viewpoints," IEEE Trans. Intell. Transp. Syst., vol. 7, no. 4, pp. 415-428, Dec. 2006.
[7] 安守中,進階GPS定位原理及應用,全華圖書股份有限公司,2007。
[8] DARPA Urban Challenge, http://www.darpa.mil/grandchallenge/index.asp
[9] Dan Simon. Kalman Filtering. Innovatia Software, 1998.
[10] D. Titterton and J. Weston, Strapdown inertial navigation technology. 2nd ed. Reston, VA: AIAA, 2005.
[11] A. Noureldin, T. B. Karamat, M. D. Ebert, and A. El-Shafie, “Performance enhancement of MEMS-Based INS/GPS Integration for low-cost navigation applications,” IEEE Trans. Vehicular Technology, vol. 58, no. 3, pp. 1077-1096, 2009.
[12] J. Gao, M. Petovello, and M. E. Cannon, “Integration of steering angle sensor with global positioning system and micro-electro-mechanical systems inertial measurement unit for vehicular positioning,” Journal of Intelligent Transportation Systems, vol. 12, no. 4, pp. 159-167, Oct. 2008.
[13] M. Kara and K. M. Hou, “Low cost differential GPS receivers (LCD-GPS): the differential correction function,” NTMS’2008, Wireless Sensor Network Workshop, pp. 282-287, Tangier, Morocco, Nov. 2008.
[14] 賴信安,結合全球定位系統與GOOGLE MAPS於行動軌跡追蹤之應用,國立台灣大學工程科學及海洋工程學研究所碩士論文,2007。
[15] 吳明遠,行動式深度旅遊導覽系統之研發,國立台灣大學地理環境資源研究所碩士論文,2008。
[16] 沈志全,地圖伺服器開發之系統分析,國立台北科技大學土木與防災研究所碩士論文,2003。
[17] 林任宏,以視覺為基礎之移動自主定位系統,國立中正大學電機工程學系碩士論文,2005。
[18] S. H. Kim, C. W. Roh, S. C. Kang, and M. Y. Park, “Outdoor navigation of a mobile robot using differential GPS and curb detection,” in IEEE Int’l Conf. Robotics and Automation, pp. 3414-3419, 2007.
[19] 陳祐泓,無人載具路徑跟隨導航之研究,國立台北科技大學機電整合研究所碩士論文,2010。
[20] 龍熒電動代步車-尊爵號標準型, http://www.comfort.com.tw/chinese/ly-ew402.htm
[21] Koyo Steering Systems, http://www.koyousa.com/DesktopDefault.aspx?tabid =550
[22] PIC18FXX8 datasheet, Microchip.
[23] SICK Electro-Optics Corporation, Telegrams for operating/configuring the LMS 2XX laser measurement systems user's guide, 2003.
[24] 張端穎,整合多感測器自動導航與遠端監控系統至智慧型載具,國立成功大學電機工程研究所碩士論文初稿,2010。
[25] Digital compass user’s guide, OceanServer.
[26] Applications of magnetoresistive sensors in navigation systems, Honeywell.
[27] CAN in automation, http://www.can-cia.de/index.php?id=161
[28] National marine electronics association: http://www.nmea.org
[29] M. D. Shuster, “Survey of attitude representations,” Journal of the Astronautical Sciences, vol. 41, no. 4, pp. 439-517, 1993.
[30] D. Roetenberg, P. J. Slycke, and P. H. Veltink, “Ambulatory position and orientation tracking fusing magnetic and inertial sensing,” IEEE Trans. Biomedical Engineering, vol. 54, no. 5, pp. 883-890, 2007.
[31] W. C. Bang, W. Chang, K. H. Kang, E. S. Choi, A. Potanin, and D. Y. Kim, “Self-contained spatial input device for wearable computers,” in Proc. of the 7th IEEE Int’l Symposium on Wearable Computers, pp. 26-34, 2003.
[32] X. Yun and E. R. Bachmann, “Design, implementation, and experimental results of a quaternion-based Kalman filter for human body motion tracking,” IEEE Trans. Robotics, vol. 22, no. 6, pp. 1216-1227, 2006.
[33] J. B. Kuipers, Quaternions and rotation sequences. Princeton, NJ: Princeton Univ. Press, 1999.
[34] R. B. Langley, Dilution of precision, 1999.
[35]T. Vincenty, “Direct and inverse solutions of geodesics on the ellipsoid with application of nested equations,” Survey Review, vol. 22, no. 176, pp. 88-93, 1975.
[36] 莊育維,Google APIs 程式工具錦集,文魁資訊,2008。
[37] 鄧文淵,挑戰PHP5 MySQL 程式設計樂活學,基峰資訊股份有限公司,2008。
[38] D. Ibrahim, Microcontroller based applied digital control. John Wiley, 2006.
[39] M. J. Pont, Patterns for time-triggered embedded systems. ACM Press Books, 2008.
[40] W. S. Wijesoma, K. R. S. Kodagoda, and A. P. Balasuriya, “Road-boundary detection and tracking using ladar sensing,” IEEE Trans. Robotics and Automation, vol. 20, no. 3, pp. 456-464, 2004.
[41] SPAN-CPT datasheet, NovAtel.
校內:2020-12-31公開