Responsive image
博碩士論文 etd-0917116-022020 詳細資訊
Title page for etd-0917116-022020
論文名稱
Title
於全雙工正交分頻多工系統結合頻率飄移估測與自我干擾消除設計
Joint Carrier Frequency Offset Estimation and Self-Interference Cancellation Design in Full-duplex OFDM-based Systems
系所名稱
Department
畢業學年期
Year, semester
語文別
Language
學位類別
Degree
頁數
Number of pages
36
研究生
Author
指導教授
Advisor
召集委員
Convenor
口試委員
Advisory Committee
口試日期
Date of Exam
2016-10-07
繳交日期
Date of Submission
2016-10-17
關鍵字
Keywords
通道估測、載波頻率飄移、相位雜訊、自我干擾、全雙工系統
carrier frequency offset (CFO), channel estimation, phase noise (PHN), self-interference (SI), Full-duplex (FD)
統計
Statistics
本論文已被瀏覽 5729 次,被下載 18
The thesis/dissertation has been browsed 5729 times, has been downloaded 18 times.
中文摘要
全雙工 (Full-duplex, FD) 正交多頻分工(Orthogonal frequency division multiplexing, OFDM)系統在傳送端與接收端同時地傳送資料,因此可以提供更好的頻譜效率。然而,實際上相位雜訊(phase noise, PHN)以及載波頻率飄移(carrier frequency offset, CFO)造成載波間相互干擾以及傳送訊號旋轉的現象。而這樣的現象會降低通道估測時的精準度,也就是會降低整個估測的效能表現,尤其當系統處於時變通道的環境中時,此現象會更加明顯。有別於傳統的半雙工系統,在全雙工系統中接收訊號會接收到自我干擾的影響,而自我干擾在時變的環境中同時也會受相位雜訊以及載波頻率飄移所影響。而時變通道在本質上可以利用複指數型的基底擴充模型(complex exponential basis expansion model, CE-BEM)來捕捉,此模型將時變通道用BEM係數來加以描述。本文提出了一個比現今的方法更實際的估測方式,即以EM為基底的演算法來同時估測在FD-OFDM系統中由BEM系數代表的通道、PHN以及CFO。
Abstract
Full-duplex (FD) orthogonal frequency division multiplexing (OFDM) systems substantially provide higher spectral efficiency due to simultaneous communication of the uplink and downlink. However, phase noise (PHN) and carrier frequency offset (CFO) practically cause inter-carrier interference and rotation of transmit data signal, which degrades the accuracy of channel estimation as well as the performance of detection, especially in the time-varying channel environment. Unlike to conventional half duplex system, the received signals encounter the self-interference (SI) which is challengeable to be accuracy estimated in the presence of PHN and time-varying environment. The time-varying channel can essentially be captured by the complex exponential basis expansion model (CE-BEM), where the channel is described by the BEM coefficients. In this thesis, we propose an EM-based algorithm for joint estimation of BEM coefficients corresponding to self-interference and desired channels, PHN, and CFO in FD-OFDM systems, which is more general than the existing methods. Simulation results validate our joint estimation and show superiority over the existing methods.
目次 Table of Contents
論文審定書……………………………………………………………..………………..i
誌謝……………………………………………………………….……………...……...ii
中文摘要……………………….……………………………………..………………....iii
英文摘要………………………………………………………..…………...……….....iv
目錄……………………………………………………………..…………...……….....v
圖次……………………………………………………………….……………...……..vi
第1章 序言…………………………………………………………..........................1
第2章 全雙工正交分頻多工系統…………………………………..........................8
第2.1節 無線全雙工通訊系統模型………………………...………..…….............8
第2.2節 複數基頻正交多頻分工系統……………………………..……...............10
第2.3節矩陣形式訊號模型……………………………..…….............................11
第2.4節 BEM通道訊號模型……………………………..……...........................12
第3章 結合頻率飄移與通道估測演算法……………………………......................13
第3.1節 步驟E…………………………………………………..........................15
第3.2節 步驟M……………..…………………………………...........................18
第3.3節 初始值以及收斂設定………………………………............................19
第4章 系統模擬及探討……………………………………………………………......21
第5章 結論與未來展望……………………………………………………………......27
參考文獻…………………………………………………………………………….....28
參考文獻 References
[1] A. Sahai, G. Patel, C. Dick and A. Sabharwal, “On the impact of phase noise on active cancelation in wireless full-duplex,” IEEE Trans. Veh. Tech., vol. 62, no. 9, pp. 4494-4510, Nov. 2013.
[2] Dani Korpi, Lauri Anttila, Ville Syrjälä and Mikko Valkama, “Widely Linear Digital Self-Interference Cancellation in Direct-Conversion Full-Duplex Transceiver,” Selected Areas in Communications IEEE Journal on, vol. 32, pp. 1674-1687, 2014.
[3] J. I. Choi, M. Jain, K. Srinivasan, P. Levis and S. Katti, “Achieving single channel full duplex wireless communications,” Proc. ACM MobiCom, pp. 1-12, 2010.
[4] E. Everett, M. Duarte, C. Dick and A. Sabharwal, “Empowering full-duplex wireless communication by exploiting directional diversity,” Proc. Asilomar Conf. Signals Syst. Comput., pp. 2002-2006, 2011.
[5] A. Khandani, Shaping the Future of Wireless: Two-Way Connectivity, Jun. 2012.
[6] E. Everett, Full-duplex infrastructure nodes: Achieving long range with half-duplex mobiles, 2012.
[7] M. E. Knox, “Single antenna full duplex communications using a common carrier,” Proc. IEEE 13th WAMICON, pp. 1-6, 2012.
[8] M. Duarte, Full-duplex wireless: Design implementation and characterization, Apr. 2012.
[9] V. Syrjala, M. Valkama, L. Anttila, T. Riihonen and D. Korpi, “Analysis of oscillator phase-noise effects on self-interference cancellation in full-duplex OFDM radio transceivers,” IEEE Trans. Wireless Commun., vol. 13, no. 6, pp. 2977-2990, Jun. 2014.
[10] E. Ahmed and A. M. Eltawil, “On phase noise suppression in full-duplex systems,” IEEE Trans. Wireless Commun., vol. 14, no. 3, pp. 1237-1251, Mar. 2015.
[11] Ji-Won Choi, Seong-Cheol Kim, Jong-Ho Lee, and Yong-Hwa Kim, “Joint channel and phase noise estimation for Full-duplex systems using the EM algorithm,” Proc. IEEE Vehicular Technology Conference., May. 2015.
[12] A. M. A. Demir and J. Roychowdhury, “Phase noise in oscillators: A unifying theory and numerical methods for characterization,” IEEE Trans. Circuits Syst. I Fundam. Theory Appl., vol. 47, no. 5, pp. 655-674, May 2000.
[13] Z. Tang, R. Cannizzaro, G. Leus and P. Banelli, “Pilot-assisted time-varying channel estimation for OFDM systems,” IEEE Trans. Signal Process., vol. 55, no. 5, pp. 2226-2238, May 2007.
[14] G. Giannakis and C. Tepedelenlioglu, “Basis expansion models and diversity techniques for blind identification and equalization of time-varying channels,” Proceedings of the IEEE, vol. 86, no. 10, pp. 1969-1986.
[15] X. Ma and G. Giannakis, “Maximum-diversity transmissions over doubly selective wireless channels,” IEEE Trans. Inf. Theory, vol. 49, no. 7, pp. 1832-1840, July 2003.
[16] S. M. Kay, Fundamentals of Statistical Signal Processing Estimation Theory, 1993, Prentice-Hall.
[17] E. P. Simon, L. Ros, H. Hijazi and M. Ghogho, “Joint carrier frequency offset and channel estimation for OFDM systems via the EM algorithm in the presence of very high mobility,” IEEE Trans. Signal Process., vol. 60, no. 2, pp. 754-765, Feb. 2012.
[18] D. Lin, R. Pacheco, T. J. Lim and D. Hatzinakos, “Optimal OFDM channel estimation with carrier frequency offset and phase noise,” Proc. IEEE WCNC, pp. 1050-1055, Apr. 2006.
[19] H. M. W. X. S. D. O. H. Salim, A. A. Nasir and R. A. Kennedy, “Channel Phase Noise and Frequency Offset in OFDM Systems: Joint Estimation Data Detection and Hybrid Cramer-Rao Lower Bound,” IEEE Trans. Commun., vol. 62, pp. 3311-3325, Sep. 2014.
[20] T. A. Fesler and A. O. Hero, “Space-alternating generalized expectation maximization algorithm,” IEEE Trans. Signal Process., vol. 42, no. 10, pp. 2664-2677, Oct. 1994.
電子全文 Fulltext
本電子全文僅授權使用者為學術研究之目的,進行個人非營利性質之檢索、閱讀、列印。請遵守中華民國著作權法之相關規定,切勿任意重製、散佈、改作、轉貼、播送,以免觸法。
論文使用權限 Thesis access permission:自定論文開放時間 user define
開放時間 Available:
校內 Campus: 已公開 available
校外 Off-campus: 已公開 available


紙本論文 Printed copies
紙本論文的公開資訊在102學年度以後相對較為完整。如果需要查詢101學年度以前的紙本論文公開資訊,請聯繫圖資處紙本論文服務櫃台。如有不便之處敬請見諒。
開放時間 available 已公開 available

QR Code