题名

人工智慧方法應用於停車場資訊系統之建置

并列篇名

The Establishment of Parking Information System by Using the Artificial Intelligence

作者

陳健忠(Chien-Chung Chen);黃光宇(Kuang-Yu Huang);蔡佩容(Pei-Rong Cai)

关键词

人工智慧 ; Arduino ; Dijkstra演算法 ; APP ; Artificial Intelligence ; Arduino ; Dijkstra algorithm ; APP

期刊名称

嶺東學報

卷期/出版年月

45期(2019 / 12 / 01)

页次

133 - 153

内容语文

繁體中文

中文摘要

隨著經濟蓬勃發展以及生活步調變快之改變,造成自用車數量急速增加。雖然,隨著汽車數量不斷增加,人們得以享受其帶來的便利及舒適,但卻因外出時,傳統停車場採用人工管理或則燈號管制的辦法,會產生一些不可避免的缺点,如停車管理不善、效率低或安全性差等問題。當民眾於假日至百貨公司進行休閒活動或大型公司之員工平時上班時,卻需面臨進入停車場,因車場面積過大且停車位短缺,需繞行整個車場找尋車位的窘境;而浪費時間找尋車位除了影響工作或休閒情緒外,也會引排放廢氣過多造成環境汙染。因此本研究目的以物聯網及人工智慧為基礎,資訊管理服務為主軸,架設用以於利用Arduino之感光模組判斷各個停車位是否有車輛停放,再透過Arduino之WIFI模組即時傳遞車位訊息至Server-停車場車位概況系統。平台會立即判斷並統計剩餘的車位數量與位置,並利用Dijkstra演算法規劃從出入口至車位的最短路徑,即時產生停車場車位資訊概況圖,傳送至停車場車位概況之APP.。藉此,透過即時停車場車位概況之APP.掌握停車場資訊,無須再耗費時間在停車場內找尋車位而影響逛街心情或煩惱無停車位可停的窘狀。

英文摘要

With an economic boom and the pace of life is getting faster, resulting in a rapid increase in the number of cars used. People enjoy its convenience and comfort for using cars, but result in parking mismanagement and other issues because of the limitations of Taiwan villain thick. When the people engaged in leisure activities or went to work, they would face the problem to bypass the entire parking lot to find the parking space because of the larger parking area and the parking space being short. To waste time to look for parking spaces will affect the mood of work or leisure, and will also lead to environmental pollution caused by excessive exhaust gas. Therefore, this study aimed to parking information system based on advanced information systems architecture passersby, set up for use in the photosensitive Arduino modules determine whether each parking of vehicles parked there, then information instantly passed through the use of WIFI module to parking service server immediately determining the remaining statistics and the number and location of parking spaces, using Dijkstra algorithm to plan the shortest paths from the entrance to the parking, generating overview diagram information, and transmitting the parking information to the APP.. In this way, the parking lot information can be grasped through the APP. of the Instant Parking Lot Overview. It is no longer necessary to spend time searching for the parking space in the parking lot.

主题分类 人文學 > 人文學綜合
人文學 > 歷史學
基礎與應用科學 > 資訊科學
社會科學 > 社會科學綜合
参考文献
  1. 郭萓聖,邱柏訊,鍾承君,簡大為,朱國華(2013)。智慧型運輸系統之影像式停車資訊系統架構。前瞻科技與管理,3(1)
    連結:
  2. 黃志泰(2010)。基於無線射頻與電腦視覺技術的停車位導引系統。運輸計劃季刊,39(1)
    連結:
  3. Arduino – ArduinoBoardNano https://www.arduino.cc/en/Main/ArduinoBoard
  4. 柯博文老師錄克軟體 CTO,取自“Arduino 硬體外觀"(2019 年 8 月) http://www.powenko.com/wordpress/?p=4394
  5. Hirakata, Y.,Nakamura, A.,Ohno, K.,Itami, M.(2012).Navigation system using ZigBee wireless sensor network for parking.ITS Telecommunications (ITST), 12th International Conference on
  6. Idris, M. Y. I.,Tamil, E. M.,Noor, N. M.,Razak, Z.,Fong, K. W.(2009).Parking guidance system utilizing wireless sensor network and ultrasonic sensor.Information Technology Journal,8(2),138-146.
  7. Jian, M.S.,Yang, K.S.,Lee, C. L.(2008).Modular RFID parking management system based on existed gate system integration.WSEAS Transactions on systems,7(6),706-716.
  8. Jiang, K.,Seneviratne, L. D.(1999).A sensor guided autonomous parking system for nonholonomic mobile robots.Robotics and Automation, 1999. Proceedings. 1999 IEEE International Conference on
  9. Jung, H. G.,Kim, D. S.,Yoon, P. J.,Kim, J.(2006).Structure analysis based parking slot marking recognition for semi-automatic parking system.Structural, syntactic, and statistical pattern recognition
  10. Kulshrestha, P.,Swaminathan, K.,Chow, M. Y.,Lukic, S.(2009).Evaluation of ZigBee communication platform for controlling the charging of PHEVs at a municipal parking deck.Vehicle Power and Propulsion Conference, 2009. VPPC'09. IEEE
  11. Levinson, D.(2003).The value of advanced traveler information systems for route choice.Transportation Research Part C: Emerging Technologies,11(1),75-87.
  12. Lin, S. F.,Chen, Y. Y.,Liu, S. C.(2006).A vision-based parking lot management system.2006. SMC'06. IEEE International Conference on
  13. Make 國際中文版,取自 104 年 12 月 01 日 。 “Arduino 控制板 "http://www.makezine.com.tw/arduino255112104626495.html。
  14. Microsoft ,取自 “GDI+ 的概觀 " (2019 年 8 月 ) ,https://msdn.microsoft.com/zh-tw/library/aa701043(v=vs.71).aspx。
  15. Nano ITeye 技術網站 (2019 年 8 月),取自“最短路徑算法-Dijkstra,Bellman-Ford,Floyd-Warshall,Johnson",http://dsqiu.iteye.com/blog/ 1689163。
  16. Pala, Z.,Inanc, N.(2007).Smart parking APP.lications using RFID technology.RFID Eurasia, 2007 1st Annual
  17. Papadimitratos, P.,La Fortelle, A.,Evenssen, K.,Brignolo, R.,Cosenza, S.(2009).Vehicular communication systems: Enabling technologies, APP.lications, and future outlook on intelligent transportation.Communications Magazine,47(11),84-95.
  18. Park, W. J.,Kim, B. S.,Seo, D. E.,Kim, D. S.,Lee, K. H.(2008).Parking space detection using ultrasonic sensor in parking assistance system.Intelligent Vehicles Symposium, 2008 IEEE
  19. Yi, P.,Iwayemi, A.,Zhou, C.(2010).Developing ZigBee deployment guideline under WiFi interference for smart grid applications.IEEE transactions on smart grid,2(1),110-120.
  20. 甘勇,徐珂,贾春利,郭倩倩(2013)。基于 ZigBee 的智能停车场系统的设计与实现。郑州轻工业学院学报: 自然科学版,28(2),74-77。
  21. 江集祥(2010)。台北市,大同大學。
  22. 吳匡時,張劍平,劉士庭(2014)。吳匡時、張劍平、劉士庭(2014) 。“車位識別系統",中華民國發明專利第103213883 號。
  23. 李天翔(2010)。台北市,大同大學。
  24. 姜誠威(2009)。台北市,大同大學。
  25. 張美香,陳惠國,唐治平,張惠文(1999)。,國立中央大學土木工程學系。
  26. 張堂賢,黃宏仁(2009)。未來的智慧型交通系統。科學發展,434
  27. 許素禎(2005)。桃園市,國立中央大學。
  28. 彭憲貴,黃國豪,侯志雄(2009)。彭憲貴、黃國豪、侯志雄(2009)。“停車空位指示裝置",中華民國發明專利第 098218814 號。
  29. 管志偉(2014)。最短路徑分析之理論與應用。GIS MAGAZINE,30,5-8。
被引用次数
  1. 黃光宇,陳健忠,陳浚洧(2022)。整合AIOT防護系統設計應用於機車騎乘。嶺東學報,49,221-259。