研究生: |
雷景期 Jiing-Chi Lei |
---|---|
論文名稱: |
CPLD控制晶片在自動倒車上之設計與實作 The Design and Implementation of Backing up a Truck Controller on CPLD |
指導教授: |
陳榮順
Rongshun Chen |
口試委員: | |
學位類別: |
碩士 Master |
系所名稱: |
工學院 - 動力機械工程學系 Department of Power Mechanical Engineering |
論文出版年: | 2000 |
畢業學年度: | 88 |
語文別: | 中文 |
論文頁數: | 53頁 |
中文關鍵詞: | CPLD 、ANFIS 、自動倒車 |
外文關鍵詞: | CPLD, ANFIS, Backing up a Truck |
相關次數: | 點閱:1 下載:0 |
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自動倒車在學術界已有一些相關的文獻研究,如首先利用類神經網路來處理含有非線性極高的倒車問題,但須耗時相當多時間來訓練,所以都有收斂時間過長的缺點。另外也有用模糊理論來處理此問題,但是其所用的控制規則太多。
本論文主要是使用適應性類神經模糊推論系統(ANFIS)來設計自動倒車系統控制器。其原理為利用了多層式類神經網路的架構,來實現調適性的模糊推論系統。根據模擬結果可知,利用ANFIS來設計控制器可以達成順利倒車的目標。另外,在實作上,改裝市售的模型車當實驗車。控制晶片則以ALTERA公司所生產的可程式邏輯元件CPLD先作好角度及速度控制器電路,並將ANFIS控制器所計算的角度命令和速度命令燒錄在CPLD的記憶體中,以開迴路的方式來驗證。
參考文獻
[1] N. Derrick and W. Bernard, "The Truck Backer-Upper: An Example of Self-learning in Neural Networks," Proceedings. of the 1989 Neural Networks Joint Conference, vol. 2, pp. 357-363.
[2] S. Geva, J. Sitte, and G. Willshire, "A One Neural Truck Backer-Upper," Proceedings.of the 1992 Neural Network Joint Conference, vol. 2, pp. 850-856.
[3] J.R. Alexander and J.P. Coughlin, " A Three-Neural Controller II," Proceedings of the 1996 Systems, Man and Cybernetics Conference, vol.1, pp 384-389.
[4] R.E. Jenkins and B.P. Yuhas, "A Simplified Neural Network Solution Through Problem Decomposition: The Case of the Backer-Upper," IEEE Transactions on Neural Network, vol. 4, no. 4, pp 718-720, July 1993.
[5] S.G. Kong and B. Kosko, "Adapitive Fuzzy SystemSystem for Backing up a Truck-and-Trailer," IEEE Transactions on Neural Networks, vol. 3.,No 2, pp. 211-223, March 1992.
[6] G.J. Eatherley and E.M. Petriu, "A Fuzzy Controller For Vehicle Rendezvous and Docking," IEEE Transactions on Instrumentation and Measurement, vol. 44, No 3, pp. 810-814, June 1995.
[7] G. Chen and D. Zhang, "Back-Driving a Truck with Suboptimal Distance Trajectories:A Fuzzy Logic Control Approach," IEEE Transactions on Fuzzy System, pp. 369-380, August 1997.
[8] H. Ichihashi and M. Tokunaga, "Neuro-Fuzzy Optimal Control of Backing up a Trailer Truck," Proceedings of the 1993 Neural Networks Joint Conference, vol. 1, pp. 306-311.
[9] E.C. Yeh and J.C. Hsu, "A Multi-Stage Fuzzy Control System for Backing up Trucks of Various Sizes," 1993 the First National Symposium on Fuzzy Set Theory and Applications, pp. 231-220.
[10] K. Tanaka and K. Yoshioka, "Fuzzy Trajectory Control and GA-based Obstacle Avoidance of a Truck with Five Trailers," System, Man and Cybernetics, 1995 Intelligent Systems for the 21st century IEEE International Conference, vol. 5, pp 4378-4382.
[11] K. Tanaka and M. Sano, "A Robust Stabilization Problem of Fuzzy Control Systems and Its Application to Backing up Control of a Truck-Trailer," IEEE Transaction on Fuzzy System, vol. 2, no. 2, pp. 119-134, 1994.
[12] K. Tanaka and K. Yoshioka, "Design of Fuzzy Controller for Backer-Upper of a Five-Trailers and Truck," Fuzzy System, 1995 International Joint Conference on Fuzzy Systems and the second International Fuzzy Engineering Symposium, Proceedings of 1995 IEEE International Conference, vol. 3, pp1543-1548, 1995.
[13] P.L. Ramon and D.J. Corelis, "Expert System Controller for Backing-up a Truck-Trailer System in a Constrained," Circuit and Systems, Proceedings of the 37th Midwest Symposium on vol. 2, pp 1357-1361, 1994.
[14] E.M. Petriu, P.W. and G. Eatherley, "Sensor Resolution Effect on Fuzzy Logic Controller Behaviour," Instrumentation and Measurement Technology Conference, IMTC Conference Proceedings IEEE vol. 2, pp 848-852, 1998.
[15] J.S.R. Jang, "ANFIS:Adaptive-Network-Based Fuzzy Inference System," IEEE Transactions on System, Man and Cybernetics, vol. 23, no. 3, pp. 665-685, 1993.
[16] J.S.R. Jang and C.T. Sun, "Neuro-Fuzzy Modeling and Control," Proceedings of the 1995 IEEE, vol. 833, pp. 378-406.
[17] J.S.R. Jang, C.T. Sun and E. Mizutani, Neural-Fuzzy And Soft Computing, by Prentice-Hall International, Inc., 1997.
[18] Altera Training Manual, by CIC-NSC, ROC, Feb 1999.
[19] 林傳生, 使用VHDL電路設計語言之數位電路設計, 儒林圖書有限公司, 三版, 台北, 中華民國, 1999.
[20] 賴昆彬, 噴墨式列印頭自調式模糊PI控制器之CPLD控制晶片設計與實作, 清華大學動力機械研究所碩士論文, 1998.
[21] J.S.R Jang and N. Gulley, Matalb Fuzzy Logic Toolbox User's Guide, The MathWorks Inc,.Jan. 1995.
[22] C. Zhou and K. Jagannathan, "Adaptive Network Based Fuzzy Control of a Dynamic Biped Walking Robot," Intelligence and Systems, IEEE International Joint Symposia, pp. 109-116, 1996.