OFDM-CDMA系统中的快速信道估计
详细信息    本馆镜像全文|  推荐本文 |  |   获取CNKI官网全文
摘要
正交频分复用-码分多址是一种把正交频分复用和码分多址相结合的技术。它具有正交频分复用系统能有效对抗多径衰落的优点,同时码分多址比其它传统多址技术能提供更多用户容量。但是在快速时变信道中,正交频分复用码分多址系统对于信道估计误差很敏感。针对上述问题,本文重点研究了正交频分复用码分多址接收机中的快速信道估计算法。采用梳状导频进行信道估计,提出了一种低复杂度、基于离散傅立叶变换的最小均方误差的信估计算法。在系统同步条件下,首先使用最小平方方法来估计信道响应,然后利用离散傅利叶变换的性质把信道响应信息和信道噪声分离,并在时域按最小均方误差准则做加权处理。分析和仿真表明,该算法计算复杂度低并能及时跟踪快速时变信道,并由于这两个主要特点使该算法可以有效适应无线快速时变信道,顺利完成系统的快速信道估计工作。
OFDM-CDMA is a technology that combines OFDM and CDMA. It inherits the anti-multipath fading ability of OFDM technology as well as the high user capacity of CDMA. However, the OFDM-CDMA system is vulnerable to channel estimation errors in fast varying channels. Hence, this paper focuses on fast channel estimation algorithms for OFDM-CDMA receivers. We use comb pilots to estimate the channel response, and propose a low-complexity discrete Fourier transform based MMSE channel estimator. After the system has been synchronized, we first use the Least Square method to make channel estimation, then separate the channel response information from the channel noises by DFT. A weighting function based on the Minimum Mean Square Error (MMSE) criteria can be applied to the time domain channel impulse response. Analysis and simulation results show that this algorithm has much lower complexity and is able to track the fast time varying channels in time. With such two advantages, this algorithm can efficiently adopt wireless fast varying channels and successfully achieve the fast channel estimation for OFDM-CDMA systems.
引文
[1] I. Kalet, "The multitone channel," IEEE Transactions on Communications, vol. 37, pp. 119-124, Feb, 1989.
    [2] A. Peled and A. Ruiz, "Frequency domain data transmission using reduced computational complexity algorithms," in Proceedings of International Conference on Acoustics, Speech, and Signal Processing, ICASSP'80, vol. 3, (Denver, CO, USA), pp. 964-967, IEEE, 9-11 April 1980.
    [3] V. M. DaSilva and E. S. Sousa, "Multicarrier orthogonal CDMA signals for quasisynchronous communication systems," IEEE J. Select. Areas Commun., pp. 842-852, June 1994.
    [4] B. R. Saltzberg, "Performance of an efficient parallel data transmission system," IEEE Transactions on Communication Technology, pp. 805-813, December 1967.
    [5] H. Sari, G. Karam, and I. Jeanclaude, "Transmission techniques for digital terrestrial TV broadcasting," IEEE Communications Magazine, pp. 100-109, February 1995.
    [6] A. Chini, Y. Wu, M. El-Tanany, and S. Mahmoud, "Filtered Decision Feedback Channel Estimation for OFDM Based DTV Terrestrial Broadcasting System," IEEE Transactions on Broadcasting, vol. 44, pp. 2-11, Mar 1998.
    [7] B. Muquet, M. Courville, P. Duhamel, and V. Buzenac, "A subspace based blind and semi-blind channel identification method for OFDM systems," in Proc. IEEE 2nd Workshop on Signal Processing Advances in Wireless Communications, Annapolis, MD, May 9-12, 1999, pp. 170-173.
    [8] K. S. Gilhousen, I. M. Jacobs, R. Padovani, A. J. Viterbi, L. A. Weaver, and C. E. Wheatley Ⅲ, "On the capacity of a cellular CDMA system,"IEEE Trans. Veh. Technol., vol. 40, pp. 303-312, May 1991.
    [9] S. B. Weinstein and P. M. Ebert, "Data transmission by frequency division multiplexing using the discrete fourier transform," IEEE Transactions on Communication Technology, vol. COM-19, pp. 628-634, Oct, 1971.
    [10] H. Sari, "Orthogonal frequency-division multiple access with frequencyhopping and diversity," in Multi-Carrier Spread Spectrum, K. Fazel and G. P. Fettweis, Eds. Norwell, MA: Kluwer, 1997, pp. 57-68.
    [11] H. Sari and G. Karam, "Orthogonal frequency-division multiple access and its application to CATV network," Eur. Trans. Telecommun., vol. 9, no. 6, pp. 507-516, Nov./Dec. 1998.
    [12] A. Scaglione and G. B. Giarmakis, "Design of user codes in QS-CDMA systems for MUI elimination in unknown muitipath," IEEE Commun. Lett., vol. 3, pp. 25-27, Feb. 1999.
    [13] A. Scaglione, G. B. Giannakis, and S. Barbarossa, "Redundant filterbank precoders and equalizers: Parts Ⅰ and Ⅱ," IEEE Trans. Signal Processing, vol. 47, pp. 1988-2022, July 1999.
    [14] M. Morelli and U. Mengali, "A Comparison of Pilot-Aided Channel Estimation Methods for OFDM Systems," IEEE Transactions on Signal Processing, vol. 49, pp. 3065-3073, December 2001.
    [15] D.Deck,etal ,"Multi-Channel Trellis Encoder/Decoder",U.S.Patent Application File,Aug. 1988.
    [16] W.E.Keasler and D.L.Bitzer, "High speed modem suitable for operating with a switch network",U.S.Patent No.4.206,320,June 1980.
    [17] Telebit Corporstion, "Comparative performance results for asymmetrical duplex,V.32(extended),and multicarrier modem",CCITT SG ⅩⅦ Contribution D56 ,Sept 1989.
    [18] S.P.Bernard, "A low baud rate 9600bps voice band modem employing frequency division multiplexing ", presented at Workshop on communications, Commun.Res.Lab.McMaster Univ., Hamilton.ont., 1982.
    [19] T.Kelly, "Digital modem packs data onto 40 bauds for 9600 bps data comms over voice lines ", Canadian Datasyst., Vol. 11 ,Apr. 1979.
    
    
    [20] S. Zhou and G. B. Giarmakis, "Finite-alphabet based channel estimation for OFDM and related multi-carrier systems," in Proc. 34th Conf. Information Sciences and Systems (CISS'00), Princeton, NJ, Mar. 2000.
    [21] S. Zhou, G. B. Giannakis, and A. Swami, "Frequency-hopped generalized MC-CDMA for multipath and interference suppression," in Proc. MILCOM Conf, Los Angeles, CA, Oct. 2000, pp. 22-25.
    [22] Q. Chen, E. S. Sousa, and S. Pasupathy, "Multicarrier CDMAwith adaptive frequency-hopping for mobile radio systems," IEEE J. Select. Areas Commun., pp. 1852-1857,Dec. 1996.
    [23] H. Liu, G. Xu, L. Tong, and T. Kailath, "Recent development in blind channel equalization: From cyclostationarity to subspace," Stgnal Processing, vol. 50, pp. 83-99, Apr. 1996.
    [24] H. Liu and M. D. Zoltowski, "Blind equalization in antenna array CDMA systems," IEEE Trans. Signal Processing, vol. 45, pp. 161-171,Jan. 1997.
    [25] ETSI, "Broadband radio access networks (BRAN); HIPERLAN Type 2; Physical (PHY) layer", ETSI TS 101 475, v1.1.1, April 2000.
    [26] A. V. Zelts, R. V. Nee, and G. A. Awater, "Space division multiplexing/SDM) for OFDM systems", IEEE VTC2000, pp. 1070-1074, May 2000.
    [27] J.Mitola, "The Software Radio Architecture",IEEE Communication Magazine, Vo.33, No.5,pp26-37,May 1995.
    [28] D. Agrawal, V. Tarokh, A. Naguib, and N. Seshadri, "Space-time coded OFDM for high data-rate wireless communication over wideband channeis",IEEE VTC '98, pp. 2232-2236, May 1998.
    [29] O. Edfors, M. Sandell, J. J. van de Beek, S. K. Wilsson, and P. O. B"orjesson, "OFDM channel estimation by singular value decomposition," IEEE Trans. Commun., vol. 46, no. 7, pp.931-939, July 1997.
    [30] F. Tufvesson and T. Maseng, "Pilot assisted channel estimation for OFDM in mobile cellular systems", IEEE VTC '97, pp. 1639-1643, May 1997.
    [31] D. Wulich, "Reduction of peak to mean ratio of multicarrier modulation by cyclic coding," Electronics Letters, vol. 32, pp. 432-433, 1996.
    [32] Y. Li, L. J. Cimini, Jr., and N. R. Sollenberger, "Robust channel estimation for OFDM systems with rapid dispersive fading channels", IEEE Trans. Commun., vol. 46, no. 7, pp. 902-915, July 1998.
    [33] J. Medbo, H. Andersson, P. Schramm, H. Asplund, and J.-E.Berg, "Channel models for HIPERLAN/2 in different indoor scenarios", COST 259 TD(98)70, Bradford, UK, April 1998.
    [34] E. Moulines, P. Duhamel, J. Cardoso, and S. Mayrargue, "Subspace methods for the blind identification of multichannel FIR filters", IEEE Trans. on Sig. Proc., vol. 43, no. 2, pp.516-525, Feb. 1995.
    [34] R.W.Heath and G.B.Giannakis, "Exploiting Input Cyclostationarity for blind channel identification in OFDM systems", IEEE Trans. Sig. Proc., vol 47,no.3, pp. 848-856, Mar. 1999.
    [35] Xiaodong Cai and Ali N. Akansu, "A subspace method for blind channel identification in OFDM systems", in Proc. of ICC2000, pp.929-933, 2000.
    [36] J.A.C. Bingham, "Multicarrier modulations for data transmission: An idea whose time has come", IEEE Commun. Mag.,vol. 28, no.5, pp. 5-14, May 1990.
    [37] W.Y. Zou and Y. Wu, "COFDM: An overview", IEEE Trans. Broadcasting, vol. 41, pp. 1-8, Mar. 1995.
    [38] IEEE 802.11a, "Wireless LAN Medium Access Control (MAC) and Physical Layer (PHY) specifications: High speed physical layer in the 5 GHZ band", IEEE Standard, 1999.
    [39] H.Sari, G.Karam, and I.Jeanclaude, "Transmission techniques for digital terrestrial TV
    
    broadcasting", IEEE Commun. Mag., vol. 33, no.2, pp. 100-109, Feb. 1995.
    [40] Y. Li and N.R.Sollenberger, "Adaptive antenna arrays for OFDM systems with co-channel interference", IEEE Trans. On Commun., vol. 47, no. 2, pp.217-229, Feb. 1999.
    [41] P.Hoeher, "A statistical discrete-time model for the WSSUS multipath channel", IEEE Trans. Veh. Tech., vol. 41, no.4, pp.461-468, Nov. 1992.
    [42] S. M. Alamouti, "A simple transmit diversity scheme for wireless communications," IEEE J. Select. Areas Commun., vol. 16, pp. 1451-1458, Oct. 1998.
    [43] A. F. Naguib, N. Seshadri, V. Tarokh, and S. Alamouti, "Combined interference cancellation and ML decoding of block space-time coding," in Proc. 1998 IEEE Global Telecommunication Conf., Sydney, Australia, Nov. 1998, pp. 7-15.
    [44] Y. (G.) Li, J. Chuang, and N. R. Soilenberger, "Transmit diversity for OFDM systems and its impact on high-rate data wireless networks," IEEE J. Select. Areas Commun., vol. 17, pp. 1233-1243, July 1999.
    [45] D. Agarwai, V. Tarokh, A. Naguib, and N. Seshadri, "Space-time coded OFDM for high data rate wireless communication over wideband channels," in Proc. 48th IEEE Vehicular Technology Conf., Ottawa, Canada, May 1998, pp. 2232-2236.
    [46] Y. (G.) Li, N. Seshadri, and S. Ariyavisitakul, "Channel estimation for OFDM systems with transmitter diversity in mobile wireless channels," IEEE J. Select. Areas Commun., vol. 17, pp. 461-471, Mar. 1999.
    [47] P. Hoeher, S. Kaiser, and P. Robertson, "Two-dimensional pilot-symbolaided channel estimation by Wiener filtering," in Proc. 1997 IEEE Int. Conf. Acoustics, Speech, and Signal Processing, Munich, Germany, Apr. 1997, pp. 1845-1848.
    [48] V. Mignone and A. Morello, "Cd3-OFDM: A novel demodulation scheme for fixed and mobile receivers," IEEE Trans. Commun., vol. 44, pp. 1144-1151, Sept. 1996.
    [49] Y. (G.) Li, L. J. Cimini, and N. R. Sollenberger, "Robust channel estimation for ofdm systems with rapid dispersive fading channels," IEEE Trans. Commun., vol. 46, pp. 902-915, July 1998.
    [50] Y. (G.) Li and N. R. Sollenberger, "Adaptive antenna arrays for OFDM systems with co-channel interference," IEEE Trans. Commun., vol. 47, pp. 217-229, Feb. 1999.
    [51] Y. (G.) Li, "Pilot-symbol-aided channel estimation for OFDM in wireless systems," IEEE Trans. Veh. Technol., vol. 49, pp. 1207-1215, July 2000.
    [52] R. Steele, Mobile Radio Communications. Piscataway, NJ: IEEE Press, 1992.
    [53] L. J. Cimini, B. Daneshrad, and N. R. Sollenberger, "Clustered OFDM with transmit diversity and coding," in Proc. 1996 IEEE Global Telecommunication Conf., London, U.K., Nov. 1996, pp. 703-707.
    [54] V.Tarokh, N. Seshadri, and A. R. Caiderbank, "Space-time codes for high data rate wireless communication: Performance analysis and code construction," IEEE Trans. Inform. Theory, vol. 44, pp. 744-765, Mar. 1998.
    [55] A. J. Paulraj and T. Kailath, "Increasing capacity in wireless broadcast systems using distributed transmission/directional reception," U. S. Patent, no. 5,345,599, 1994.
    [56] G. J. Foschini, "Layered space-time architecture for wireless communication in a fading environment when using multi-element antennas," Bell Labs Tech. J., pp. 41-59, Autumn 1996.
    [57] G. G. Raleigh and J. M. Cioffi, "Spatio-temporal coding for wireless communication," IEEE Trans. Comm., vol. 46, no. 3, pp. 357-366, 1998.
    [58] G. J. Foschini and M. J. Gans, "On limits of wireless communications in a fading environment
    
    when using multiple antennas," Wireless Personal Communications, vol. 6, pp. 311-335, 1998.
    [59] A. F. Naguib, V. Tarokh, N. Seshadri, and A. R. Calderbank, "A space-time coding modem for high-data-rate wireless communications," IEEE J. Sel. Areas Comm., vol. 16, pp. 1459-1478, Oct. 1998.
    [60] A. J. van der Veen, S. Talwar, and A. Paulraj, "A subspace approach to blind space-time signal processing for wireless communication systems," IEEE Trans. Signal Processing, vol. 45, pp. 173-190, Jan. 1997.
    [61] W. Jeon, K. H. Paik, and Y. S. Cho, "Two-Dimensional MMSE Channel Estimation for OFDM Systems with Transmitter Diversity," in Proceedings of Vehicular Technology Conference, vol. 3,, pp. 1682-1685, IEEE, October 7-11 2001.
    [62] A. Gorokhov and P. Loubaton, "Subspace-based techniques for blind separation of mixtures with temporally correlated sources," IEEE Trans. Circuits Syst., vol. 44, pp. 813-820, Sept. 1997.
    [63] M.-X. Chang and Y. T. Su, "Model-Based Channel Estimation for OFDM Signals in Rayleigh Fading," IEEE Transactions on Communications, vol. 50, pp. 540-544, April 2002.
    [64] H. B"olcskei, R. W. Heath, and A. J. Paulraj, "Blind channel identification and equalization in OFDM-based multi-antenna systems," IEEE Trans. Signal Processing, 1999. to be submitted.
    [65] M. K. Tsatsanis and G. B. Giannakis, "Transmitter induced cyclostationarity for blind channel equalization," IEEE Trans. Signal Processing, pp. 1785-1794, 1997.
    [66] G. B. Giannakis, "Filterbanks for blind channel identification and equalization," IEEE Signal Processing Letters, vol. 4, pp. 184-187, June 1997.
    [67] L. Tong, G. Xu, B. Hassibi, and T. Kailath, "Blind identification and equalization based on second-order statistics: A frequency domain approach," IEEE Trans. Inf. Theory, vol. 41, pp. 329-334, Jan. 1995.
    [68] L. Perros-Meilhac, P. Duhamel, P. Chevalier, and E. Moulines, "Blind knowledge based algorithms based on second order statistics," in Proc. IEEE ICASSP-99, vol. 5, pp. 2901-2904, March 1999.
    [69] G. B. Giannakis and C. Tepedelenlioglu, "Basis expansion models and diversity techniques for blind equalization of time-varying channels," Proc. IEEE, to be published.
    [70] B. Yang, Z. Cao, and K. B. Letaief, "Analysis of Low-Complexity Windowed DFT Based MMSE Channel Estimator for OFDM Systems," IEEE Transactions on Communications, vol. 49, pp. 1977-1987, November 2001.
    [71] D. T. M. Slock, "Blind joint equalization of multiple synchronous mobile users using oversampling and/or multiple antennas," in Proc. 28nd Asiolomar Conf. Signals, Syst., Comput., Pacific Grove, CA, Nov. 1994, pp. 1154-1158.
    [72] D. T. M. Slock, "Blind fractionally-spaced equalization, perfectreconstruction filter banks and multichannel linear prediction, in Proc. IEEE ICASSP, Apr. 1994, pp. Ⅳ585-Ⅳ588.
    [73] T. Keller and L. Hanzo," Blind-detection Assisted Sub-band Adaptive Turbo-Coded OFDM Schemes," in Proc. of Vehicular Technology Conference, (Houston, USA), pp. 489-493, IEEE, May 1999.
    [74] A. Chevreuil and P. Loubaton, "MIMO blind second-order equalization method and conjugate cyclostationarity," IEEE Trans. Signal Processing, vol. 47, no. 2, pp. 572-578, 1999.
    [75] G. B. Giannakis, "Blind equalization of time-varying channels: A deterministic multi-channel approach," in Proc. 8th Statist. Signal Array Process. Workshop, Corfu, Greece, pp. 180-183, June 1996.