研究生: |
林正偉 Cheng-Wei Lin |
---|---|
論文名稱: |
後置快速傅立葉轉換之逐用戶波束成型演算法於存在時間相關路徑的多用戶正交分頻多工系統 A Blind Post-FFT User-by-user Beamforming Algorithm for Multiuser OFDM Systems in the Presence of Temporally Correlated Paths |
指導教授: |
祁忠勇
Chong-Yung Chi |
口試委員: | |
學位類別: |
碩士 Master |
系所名稱: |
電機資訊學院 - 通訊工程研究所 Communications Engineering |
論文出版年: | 2008 |
畢業學年度: | 96 |
語文別: | 中文 |
論文頁數: | 49 |
中文關鍵詞: | 正交分頻多工 、峰度 、後置快速傅立葉轉換 、波束成型器 |
外文關鍵詞: | OFDM, kurtosis, post-FFT, beamformer |
相關次數: | 點閱:4 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 |
最近,祁忠勇教授與彭俊賢博士等人提出了一個於後置快速傅立葉轉換(post-FFT)下基於子載波平均的多級盲波束成型演算法(MSBFA)應用於正交分頻多工(OFDM)系統。而且也已經知道,多級盲波束成型演算法可有效的工作於存在空間相關路徑(Spatially Correlated Paths)與通道衰落(channel fading)的環境。然而,此演算法在檢測與估計時是對接收的路徑信號採逐路徑信號分離,因此會有較長的時間延遲。有鑑於此,在本篇論文中我們提出了逐用戶盲波束成型演算法(UUBFA);相對比於多級盲波束成型演算法,逐用戶盲波束成型演算法在結構上採用平行處理的想法,使我們可以在一級之中,從接收的路徑信號中分離出同一用戶的所有路徑信號。這不僅使檢測與估計的時間延遲縮短,更適用於軟硬體的實作;論文第六章透過電腦模擬可以發現逐用戶盲波束成型演算法除了擁有以上優點外還保有了多級盲波束成型演算法優良的性能,如:在一個符號區間(Symbol block)內完成所有的解調;性能接近非盲的最小化方均誤差波束成型器(Nonblind MMSE beamformer)。另外在論文末段,針對環境中存在時間相關路徑(Temporally Correlated Paths),使用了快速峰度最大化演算法(FKMA)進行補償,並提出了渦輪峰度最大化波束成型器(TKMBF)於多級盲波束成型演算法可以有效對抗嚴苛的環境(不論是在環境中是否存在時間相關路徑信號或是空間路徑信號或是兩者同時存在的情況)。
Recently, Peng and Chi et al. proposed a block-by-block blind post-FFT multistage beamforming algorithm (MSBFA) based on subcarrier averaging for a multiuser orthogonal frequency division multiplexing (OFDM) system, which works well under multipath block fading channels even in the presence of correlated paths. However, the MSBFA is a sequential path-by-path detection algorithm, thereby
resulting in long detection latency as the total number of paths of all the active users is large. In this paper, a blind multistage user-by-user beamforming algorithm (UUBFA) is proposed, which, in contrast to the MSBFA, detects all the path signals for one individual user and meanwhile achieves the maximum diversity gain through a blind maximum ratio combining processing at each stage. In addition to achieving the same performance as the MSBFA, the parallel signal processing structure of the proposed UUBFA is well suited to software and hardware implementations. At the end of thesis, we used FKMA [7] to find the frequency domain equalizer. Finally we proposed the MSBFA (TKMBF) which perfoms well in the presence of both temporally and/or spatially correlated paths.
[1] D. Bartolome and A. I. Perez-Neira, "MMSE techniques for space diversity receivers in OFDM-based wireless LANs," IEEE Journal on Selected Areas in Communications, Vol. 21, pp. 151-160, Feb. 2003.
[2] M. Budsabathon, Y. Hara, and S. Hara, "Optimum beamforming for pre-FFT OFDM adaptive antenna array," IEEE Trans. Vehicular Technology, Vol. 53, pp. 945-955, July 2004.
[3] C.-H. Peng, K.-Z. Huang, C.-Y. Chi, W.-K. Ma, and T.-H. Tsai, "A block-by-block blind post-FFT beamforming algorithm for multiuser OFDM systems based on subcarrier averaging," IEEE Trans. Wireless Communications, Aug. 2007.
[4] C.-Y. Chi, C.-H. Peng, K.-Z. Huang, T.-H. Tsai and W.-K. Ma, "A block-by-block blind post-FFT multistage beamforming algorithm for multiuser OFDM systems based on subcarrier averaging," IEEE Trans. Wireless Communications, Vol. 7, no. 8, Aug. 2008.
[5] Y.-Y. Cheng, Y. Lee, and H.-J. Li, "Subspace-MMSE blind channel estimation for multiuser OFDM with receiver diversity," Proc. IEEE Global Telecommunications Conference, Vol. 4, San Francisco, CA, Dec. 1-5, 2003, pp. 2295-2299.
[6] C.-Y. Chi, C.-H. Chen, and C.-Y. Chen, "Blind MAI and ISI suppression for DS/CDMA systems using HOS-based inverse filter criteria," IEEE Trans. Signal Processng, Vol. 50, pp. 1368-1381, June 2002.
[7] C.-Y. Chi and C.-Y. Chen,
"Blind beamforming and maximum ratio combining by kurtosis maximization for source separation in multipath," Proc. IEEE Workshop on Signal Processing Advances in Wireless Communications, Taoyuan, Taiwan, Mar. 20-23, 2001, pp. 243-246.
[8] C.-Y. Chi, C.-Y. Chen, C.-H. Chen, and C.-C. Feng, "Batch processing algorithms for blind equalization using higher-order statistics," IEEE Signal Processing Magazine, Vol. 20, pp. 25-49, Jan. 2003.
[9] C.-Y. Chi, C.-C. Feng, C.-H. Chen, and C.-Y. Chen, Blind Equalization and System Identificaiton. London: Springer, 2006.
[10] C.-Y. Chi and C.-H. Peng, "Turbo source extraction algorithm and noncancellation source separation algorithms by kurtosis maximization," IEEE Trans. Signal Processing, Vol. 54, pp. 2929-2942, Aug. 2006.
[11] Z. Ding, "A new algorithm for automatic beamforming," Proc. IEEE Conference Record of the Twenty-Fifth Asilomar Conference on Signals, Systems and Computers, Pacific Grove, CA, Nov. 4-6, 1991, pp. 689-693.
[12] Z. Ding and T. Nguyen,
"Stationary points of a kurtosis maximization algorithm for blind signal separation and antenna beamforming," IEEE Trans. Signal Processing, Vol. 48, pp. 1587-1596, Jun. 2000.
[13] S. Hara, Q. T. Tran, Y.-J. Jia, M. Budsabathon, and Y. Hara, "A Pre-FFT OFDM adaptive array antenna with eigenvector combining," IEICE Transactions on Communications, Vol. 89, pp. 2180-2188, 2006.
[14] C. K. KIM, "Pre-FFT adaptive beamforming algorithm for OFDM systems with array antenna," IEICE Transactions on Communications, Vol. 86, pp. 1144-1148, 2003.
[15] Z. Lei and F.P.S. Chin, "Post and pre-FFT beamforming in an OFDM system," Proc. IEEE 59th Vehicular Technology Conference, Vol. 1, Milan, Italy, May 17-19, 2004, pp. 39-43.
[16] J. C. Liberti and T. S. Rappaport, Smart Antennas for Wireless Communications: IS-95 and Third Generation CDMA Applications. New Jersey: Prentice Hall, 1999.
[17] A. Luthra, "A solution to the adaptive nulling problem with a look-direction constraint in the presence of coherent jammers," IEEE Trans. Antennas and Propagation, Vol. 34, pp. 702-710, May 1986.
[18] H. Matsuoka and H. Shoki, "Comparison of pre-FFT and post-FFT processing adaptive arrays for OFDM systems in the presence of co-channel interference," Proc. IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, Vol. 2, Beijing, China, Sept. 7-10, 2003, pp. 1603-1607.
[19] R. V. Nee and R. Prasad, OFDM for Wireless Multimedia Communications. Boston: Artech House, 1999.
[20] M. Okada and S. Komaki, "Pre-DFT combining space diversity assisted COFDM," IEEE Trans. Vehicular Technology, Vol. 50, pp. 487-496, Mar. 2001.
[21] A. Oppenheim, R. Schafer, and J.R. Buck, Discrete-Time Signal Processing. New Jersey: Prentice Hall, 1999.
[22] C.-H. Peng, C.-Y. Chi, and C.-W. Chang, "Blind multiuser detection by kurtosis maximization for asynchronous multi-rate DS/CDMA systems," EURASIP Journal on Applied Signal Processing, Vol. 1, pp. 1-17, 2006.
[23] C.-H. Peng, C.-C. Lin, Y.-H. Lin, and C.-Y. Chi, "Blind beamforming for CCI reduction by kurtosis maximization for OFDM systems in multipath," Proc. IEEE ISPACS05, Hong Kong, Dec. 13-16, 2005, pp. 105-108.
[24] V. Reddy, A. Paulraj, and T. Kailath, "Performance analysis of the optimum beamformer
in the presence of correlated sources and its behavior under spatial smoothing," IEEE Trans. Acoustics, Speech, and Signal Processing, Vol. 35, pp. 927-936, July 1987.
[25] O. Shalvi and E. Weinstein, "Super-exponential methods for blind deconvolution," IEEE Trans. Information Theory,
Vol. 39, pp. 504-519, Mar. 1993.
[26] J. K. Tugnait, "Identification and deconvolution of multichannel linear non-Gaussian processes using higher order statistics and inverse filter criteria," IEEE Trans. Signal Processing, Vol. 45, pp. 658-672, Mar. 1997.
[27] V. Venkataraman, R. E. Cagley, and J. J. Shynk, "Adaptive beamforming for interference rejection in an OFDM system," Proc. IEEE Conference Record of the Thirty-Seventh Asilomar Conference on Signals, Systems and Computers, Vol. 1, Pacific Grove, CA, Nov. 9-12, 2003, pp. 507-511.
[28] Y. Zeng, R. E. Cagley, and J. J. Shynk,
"A semi-blind channel estimation method for multiuser multiantenna OFDM system," IEEE Transactions on Signal Processing, Vol. 52, No. 5, pp. 1419-1429, 2004.