研究生: |
簡嘉佑 Jian, Chia-Yow |
---|---|
論文名稱: |
適應性雙迴路分碼多重存取通訊系統中的多目標功率控制 Adaptive Two‐loop Power Control scheme with Multi‐objective Optimization |
指導教授: |
陳博現
Chen, Bor-Sen |
口試委員: | |
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: | 英文 |
論文頁數: | 50 |
中文關鍵詞: | 多目標最佳化 、雙迴路控制方法 、模糊邏輯控制 、陰影系統 |
外文關鍵詞: | Multi-objective optimization, adaptive two-loop scheme, fuzzy logic control, shadow system |
相關次數: | 點閱:2 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 |
功率控制一直是分碼多重存取(CDMA)無線網路系統中一個很重要
的課題。在分碼多重存取通訊系統中,每一位使用者擁有各自獨特的
展頻碼來做為使用者之間傳輸的保護以及區分,進而達到更佳的頻譜
使用效益。然而,在有頻道衰減與干擾的環境中,會導致了多重路徑
干擾(MAI)和遠近問題(near-far problem),這些問題會限制住系統
通訊品質及使用者容量。因此功率控制被提出來對付這些問題,利用
功率的調節來克服干擾的影響,達到較有效益的通訊品質。
本篇論文提出ㄧ個結合雙迴路控制設計的CDMA系統,此系統利用模
糊邏輯控制及多目標最佳化控制器調整目標訊雜比(target SINR)和
傳輸功率(transmission power)。之前的功率控制方法考慮達到每個
使用者所需求的訊雜比(SINR)目標值來維持良好的通訊服務品質
(QoS) ,或是減少傳輸功率來降低整體網路干擾。在本文當中,我們
利用多目標(Multi-ojective)觀念,整合上面所需要的設計目標。再
利用多目標最佳化方法,根據不同的通道情形調整目標比重值。此外
透過陰影系統(shadow system)和H_infty濾波器補償傳輸延遲的問
題並估測出傳輸功率,數個模擬的範例將驗證所提出方式的可行性及
優越的性能表現。
Power control is an important issue for code division multiple access (CDMA) systems to achieve higher communication link quality. In this study, an adaptive
two-loop power control scheme for CDMA systems is proposed. It includes an outer-loop controller and an inner-loop controller. A fuzzy logic controller (FLC) is designed to determine the target SINR for the required quality of service (QoS) in the outer loop to prevent vicious cycle, reduce target SINR tracking time, and lower outage probability. A shadow system with an H∞ filter (SS-H∞)
is used to compensate round-trip delay and uncertainty in the inner loop via a multi-objective (MO) optimization method.
Through MO optimization, the best compromise between target SINR tracking and the minimization of power consumption can be achieved. Combining these controllers in the outer loop and the inner loop, the proposed scheme can achieve a better performance in comparison with other existing schemes in CDMA communication systems.
[1] K. S. Gilhousen, I. M. Jacobs, R. Padovani, A. J. Viterhi, L. A. Weaver, and C. E. Wheatley, “On the capacity of a cellular CDMA system,” IEEE Trans.
Veh. Technol., vol. 40, pp. 303-312, May 1991.
[2] D. C. Chen, B. J. Sheu, W. C. Young, “A CDMA communication detector with robust near-far resistance using paralleled array processors,” IEEE
Circuits and Systems for Video Technology, vol. 7, pp. 654-662, Aug. 2002.
[3] S. Ariyavisitakul, “SIR based power control in a CDMA system,” in Proc IEEE GLOBECOM, Orlando, pp. 868-873, Dec. 1992.
[4] C. Y. Huang and R. Yates, “Rate of converegence for minimum power assignment in cellular radio systems,” ACM/Baltzer Wireless Networks., vol. 1, pp. 223-231, 1998
[5] S. A. Grandhi, R. Vijayan, D. J. Goodman, and J. Zander, “Centralized power control in cellular radio systems,” IEEE Trans. Veh. Technol., vol.42, pp. 466-468, Nov. 1993.
[6] J. F. Chamberland and V. V. Veeravalli, “Decentralized dynamic power control for cellular CDMA systems,” IEEE Trans. Wireless Commun. , vol. 2, no. 3, pp. 549-559, May 2003.
[7] J. Zander, “ Distributed cochannel interference control in cellular radio systems,”
IEEE Trans. Veh. Technol., vol. 41, no. 3, pp. 305-311, Aug.1992.
[8] G. J. Foschini, Z. Miljanic, “A simple Ditributed Autonomous Power Control Algorithm and its Convergenc,” in IEEE Trans. Veh. Technol., vol. 42, no.4, pp. 641-646, Nov. 1993.
[9] R. D. Yates, “A Framework for Uplink Power Control Cellular Radio Systems,”in IEEE J. Sel. Areas Commun, vol. 13, no.7, pp. 1341-1348, Sep.1995.
[10] C. W. Sung and W. S. Wong, “A noncooperative power control game for multirate CDMA data networks,”IEEE Trans. Wireless Comumun., vol. 2, no. 1, pp. 186-194, Jan. 2003.
[11] A. J. Viterbi, Principle of Spread Spectrum Communcation. Reading, MA: Addison-Wesley, 1995.
[12] B. S. Chen, B. K. Lee, and Y. H. Chen, “Power control for CDMA cellular radio system via ℓ1 optimal predictor,” IEEE Trans. Wireless Communication, Vol. 5, No. 10, pp. 2914-2922, 2006.
[13] L. Xiaoan, W. Yao, and D. J. Goodman, “Total Power Minimization for Multiuser Video Communications Over CDMA Networks,” IEEE Circuits and Systems for Video Technology, vol. 17, pp. 674-685, Mar. 2007.
[14] M. Elmusrati, R. Jantti, and H. N. Koivo,“ Multiobjective Distributed Power
Control Algorithm for CDMA Wireless Communication Systems,”IEEE Trans. Veh. Technol., vol. 56, no. 2, Mar. 2007, pp. 779-788.
[15] P. R. Chang and B. C. Wang, “ Adaptive fuzzy power control for CDMA mobile radio systems,” IEEE Trans. Veh. Technol., pp. 225-236 , May 1996.
[16] W. Pan, W. Ben, “ Fuzzy power and fuzzy weighting controls in DS-CDMA cellular mobile system,” IEEE Vehicular Technology Conference, 59th, 2004.
[17] L. Wu, “An uplink power control scheme in CDMA mobile communication System,” IEEE Veh. Technol. Conf., pp.2479-2482, 1998.
[18] H. Scheffe, The Analysis of Variance, John Wiley, 1959.
[19] X. M. Shen and L. Deng, “Game Theory Approach to Discrete H∞ Optimal
Linear Filtering Problem for Discrete-Time Systems, ” IEEE Trans. Signal Process., Vol. 54, No. 10, pp. 3947-3956, 2006.
[20] B. S. Chen, C. Y. Yang, and S. Y. Li, “Adaptive Two-Loop Power Tracking Control in CDMA Systems with the Utility Optimization,” IEEE Trans.
Wireless Communications, Vol. 7, pp. 1358-1367, 2008.
[21] T. S. Rappaport, Wireless Communication Principles and Practice , 2nd edition. Prentice Hall PTR, 2002.
[22] M. Gudmundson, “Correlation model for shadow fading in mobile radio systems,”Electron .Lett., vol. 27, no. 23, pp. 2145-2146, Nov. 1991.
[23] T. Aulin, “A modified model for the fading signal as a mobile radio channel,”IEEE Trans. Veh. Technol., vol. 28, pp. 182-203, Aug. 1979.
[24] H. Mehrpouyan and S. D. Blostein, “ARMA synthesis of fading channels,”IEEE Trans. Wireless Commun., vol. 7, pp. 2846-2850, Aug. 2008.
[25] M. Moinuddin, A. Zerguine, “Multiple-Access Interference Plus Noise-Constrained Least Mean Square (MNCLMS) Algorithm for CDMA Systems,”
IEEE Circuits and Systems, vol. 55, pp. 674-685, Mar. 2008.
[26] W. Panichpattanakul and W. Benjapolakul, “Fuzzy power control with weighting function in DS-CDMA cellular mobile communication system,”IEEE Circuits and Systems, ISCAS ’03, vol. 5, pp. 785-788, 2003.
[27] C. C. Lee, “Fuzzy logic in control systems: Fuzzy logic controller-Part I, ”IEEE Trans. Syst. Man, Cyber., vol. 20, no. 2, pp. 404-435, 1990.
[28] S. Sarker, T. Chen, G. Leung, L. Blessent, and E. Tiedmann, “cdma2000 reverse link: design and system performance,” in Proc. Vehicular Technology
Conference , vol. 2,pp. 934-938, Sept. 2004.
[29] B. K. Lee, Y. H. Chen, and B. S. Chen, “Robust H∞ Power control for CDMA cellular Communication Systems, ” IEEE Trans. Signal Process., Vol. 54, No.10, pp. 3947-3956, 2006.
[30] H. J. Su, E. Geraniotis, “Adaptive close-loop power control with quantized feedback and loop-filtering,” IEEE Trans. Commun.,vol. 1, no. 1, pp.76-86, Jan. 2002.
[31] G.C. Goodwin and K.S. Sin, Adaptive Filtering Prediction And Control, PRENTICE-HALL, INC., Englewood Cliffs, New Jersey, 1984.
[32] M. Elmusrati, R. Jantti, and H. N. Koivo, “Applications of Multi-Objective Optimization Techniques in Radio Resource Scheduling of Cellular Communication
Systems,” IEEE Trans. Commun., vol. 7, no. 1, Mar. 2008, pp. 343-353.
[33] H. F. Wang, Multicriteria Decision Analysis From Certainty To Uncertainty, Ting Lung Book Co., 2004.
[34] S. G. Glisic, Adaptive WCDMA Theory and Practice, New York: Wiley, 2002.
[35] D. Giancristofaro, “Correlation model for shadow fading in mobile radio systems,”
Electron .Lett., vol. 32, no. 11, pp. 958-959, Nov. 1996.
[36] M. L. Sim, E. Gunawan, C. B. Soh, and B. H. Soong, “Characteristics of closed loop power control algorithms for a cellular DS/CDMA system,” Proc. Inst. Elect. Eng. Commun., vol. 145, no. 5, pp.355-362, Oct. 1998.
[37] N. Abe, K. Yamanaka, “Smith predictor control and internal modelcontrol-A tutorial,” in Proc. SICE Annu. Conf.,Fukui, Japan, vol. 2, pp. 1383-1387,
2003.
[38] Y. M. Siu, K. K. Soo, “CDMA mobile systems with tailor mode power control to each mobile station ,” 3G Mobile Communication Technologies, 2000. First
International Conference on (Conf. Publ. No. 471)
[39] S. Kandukuri and S. Boyd, “Optimal power control in interference-limited fading wireless channels with outage-probability specifications,” IEEE Trans. Wireless Commun., vol. 1, no. 1, pp. 46-55, Jan. 2002.
[40] D.C Chen, B. J. Sheu, W. C. Young, ‘Using Transmission Line Outage Data to Estimate Cascading Failure Propagation in an Electric Power System,”IEEE Circuits and System-II: EXPRESS BRIEFS, vol.55, pp. 927-931, Sep.
2008.