Please use this identifier to cite or link to this item:
標題: 用於單輸入多輸出/多輸入多輸出多載波分碼多工通訊系統之適應性接收器
Adaptive Receivers for SIMO/MIMO MC-CDMA Communication Systems
作者: 蔡尚君
Tsai, Shang-Chun
關鍵字: MIMO
出版社: 電機工程學系所
引用: [1]E. Telatar, "Capacity of multi-antenna Gaussian channels," AT&T Bell Labs Intern. Tech. Memo., June. 1995. [2]G. J. Foschini, "Layered space-time architecture for wireless communication in a fading environment when using multi-element antennas," Bell Labs Tech. J., vol. 1, no. 2, pp. 41-59, 1996. [3]G. J. Foschini and M. J. Gans, "On limits of wireless communications in a fading environment when using multiple antennas," Wireless Personal Commun., vol. 6, no. 3, pp. 311-335, Mar. 1998. [4] S. Roy and Honfbo Yan, "Blind channel estimation in multi-rate CDMA systems", IEEE Trans. on Commun., vol. 50, pp. 995-1004, June 2002. [5] Hongbo Yan and S.Roy, "Blind channel identification for multi-rate CDMA systems", IEEE International Conference on Acoustics, Speech, and Signal Processing, vol. 5, pp. 2509-2512, June 2000. [6] Thit Minn and Kai-Yeung Siu, "Variable chip rate CDMA", in Proc. IEEE Vehic. Tech. Conf. vol. 3, pp. 2267-2271, May 2000. [7] C.-L. I and R. D. Gitlin, "Multi-code CDMA wireless personal communications networks", in Proc. ICC, vol. 2, pp. 1060-1064, June 1995. [8] T. Ottosson and A. Svensson, "Multi-rate schemes in DS/CDMA systems', in Proc. IEEE Vehic. Tech. Conf., Chicago, vol. 2, pp. 1006-1010, July 1995. [9] R. A. Monzingo and W. T. Miller, "Introduction to Adaptive Arrays", Wiley, 1980. [10] R. T. Compton, Jr., "Adaptive Antennas: Concepts and Performance", Prentice Hall, 1988. [11] S. Haykin, "Adaptive Filter Theory", Prentice Hall, NJ, 2001. [12] B. D. V. Veen and K. M. Buckley, "Beamforming: A Versatile Approach to Spatial Filtering", IEEE ASSP Mag., pp. 4-24, Apr. 1988. [13] D. H. Johnson and D. E. Dudgeon, "Array Signal Processing: Concepts and Techniques", Prentice Hall, 1993. [14] J. Litva and T. K-Y. Lo, "Digital Beamforming in Wireless Communications", Artech, 1996. [15] J. S. Thompson, P. M. Grant, and B. Mulgrew, "Smart Antenna Arrays for CDMA Systems', IEEE Pers. Commun., vol. 3, no. 5, pp. 16-25, Oct. 1996. [16] S. Verdu, “Minimum probability of error for asynchronous Gaussian multiple access channels,” IEEE Trans. Information Theory, Vol. IT-32, pp. 85-96, Jan. 1986. [17] R.Lupas and S. Verdu, “Linear multiuser detectors for synchronous CDMA channels,” IEEE Trans. Information Theory, vol. 35(1), pp. 123-136, Jan. 1989. [18] Z.Xie, R. T. Short, and C. K. Rushforth, “A family of suboptimum detectors for coherent multiuser communications,” IEEE J. SAelect. Areas Commun., vol. 8, pp. 683-690, May 1990. [19] S. Verdu, “Optimum multiuser asymptotic efficiency,” IEEE Trans. on Commun., vol. COM-34, pp.890-897, Sep. 1986. [20] A. M. Sayeed, “Deconstructing Multi-Antenna Fading Channels,” IEEE Trans. Signal Processing (special issue on MIMO systems), pp. 2563-2579, Oct. 2002. [21] H. Artes, D. Seethaler and F. Hlawatsch, “Efficient detection algorithms for MIMO channels: a geometrical approach to approximate ML detection,” IEEE Trans. Signal Processing, vol. 51, no. 11, pp. 2808-2820, Nov. 2003. [22] Gang Wang, Dandan Wang and Daoben Li, “An efficient ZF-SIC detection algorithm in MIMO CDMA system,” in Proc. IEEE PIMRC, pp. 1708-1711, 7-10 Sept. 2003. [23] Anja Klein, Ghassan kawas Kaleh and Paul Walter Baier, “Zero Forcing and Minimum Mean-Square-Error Equalization for Multiuser Detection in Code Division Multiple-Access Channels,” IEEE Trans. Vehicular Technology Vol. 45, No. 2, pp. 276-287, May. 1996. [24] L. Mailaender, “Linear MIMO equalization for CDMA downlink signals with code reuse,” IEEE Trans. Wireless Communications, vol. 4, no. 5, pp. 2423-2434, Sept. 2005. [25] A. Mantravadi, V. V. Veeravalli and H. Viswanathan, “Spectral efficiency of MIMO multiaccess systems with single-user decoding,” IEEE J. SAelect. Areas Commun., vol. 21, no. 3, pp. 382-394, April 2003. [26] Junqiang Shen and Zhi Ding, “Zero-forcing blind equalization based on subspace estimation for multiuser systems,” IEEE Trans. Communications, vol. 49, no. 2, pp. 262-271, Feb. 2001. [27] Senjian An, J. H. Manton, and Yingbo Hua, “A sequential subspace method for blind identification of general FIR MIMO channels,” IEEE Trans. Signal Processing, vol. 53, no. 10, pp. 3906-3910, Oct. 2005. [28] D. Kotoulas, P. Koukoulas and N. Kalouptsidis, “Subspace projection based blind channel order estimation of MIMO systems,” IEEE Trans. Signal Processing, vol. 54, no. 4, pp. 1351-1363, April 2006. [29] Xiaodong Wang and H. V. Poor, “Blind equalization and multiuser detection in dispersive CDMA channels,” IEEE Trans. Communications, vol. 46, no. 1, pp. 91-103, Jan. 1998. [30] J. K. Tugnait and W. Luo, “Blind space-time multiuser channel estimation in time-varying DS-CDMA systems,” IEEE Trans. Vehicular Technology, vol. 55, no. 1, pp. 207-218, Jan. 2006. [31] Po-Wei Fu and Kwang-Cheng Chen, “Multi-Rate Multi-Carrier CDMA with Multiuser Detection for Wireless Multimedia Communications”, in Proc. IEEE Wireless Communications and Networking Conference, vol. 1, pp. 385-390, Mar. 2003. [32] R. T. Compton, Jr., Adaptive Antennas: Concepts and Performance, Prentice Hall, 1988. [33] S. Haykin, Adaptive Filter Theory, Prentice Hall, NJ, 2001. [34] R. Kohno, C. Yim, and H. Imai, "Array Antenna Beamforming Based on Estimation on Arrival Angles Using DFT on Spatial Domain," Proc. PIMRC '97, London, U.K.,pp. 3843. Sept. 1991. [35] M. Nagatsuka et al., "Array Antenna Based on Spatial Spectrum Esti- mation Using Maximum Entropy Method," lElCE Trans. Commun., vol. E77-B, no. 5, pp. 624-33, May 1994 [36] R. O. Schmidt, "Multiple Emitter Location and Signal Parameter Esti- mation," IEEE Trans. Antennas and Propagation, vol. AP-34, no. 3, pp. 276-80, Mar. 1986. [37] R. Roy and T. Kailath, "ESPRIT-Estimation of Signal Parameters viaRotational Invariance Techniques," IEEE Trans. Acoustics, Speech, and Signal Processing, vol. ASSP-37, pp. 984-95, July 1989. [38] M. Haardt, "Efficient One-, Two-, and Multidimensional High-Resolu- tion Array Signal Processing," doctoral thesis, Tech. Univ. of Munich,Aachen, Shaker Verlag, 1997. [39] N. Y. Wang, P. Agathoklis, and A. Antoniou, “Analysis of MMSE beamformer for DS-CDMA systems,” IEEE PACRIM. on Commun., Computers and signal Processing, vol. 1, pp. 128-131, Aug. 2001. [40] Chan Kyu KIMand Yong Soo CHO, " An Adaptive Beamforming Algorithmfor MC-CDMA Systems with Antenna Array", IEICE Trans. Commun., vol.E83-B, no. 12, Dec. 2000. [41] G.H. Golub and C.F. Van Loan, Matrix Computations, 2nd ed., Johns Hopkins university Press 1989. [42] M. Chryssomallis, “Smart antennas,” IEEE Antennas and Propagation Magazine, vol. 42, Issue 3, pp. 129-136, June 2000. [43] W. Dong, J. Dong, and Y. Yu, “An adaptive array antenna with optimally formed beams for CDMA,” Proceedings ISAPE 2000, pp. 15-18, Aug. 2000. [44] J.C. Liberti and T. S. Rappaport, Smart Antennas for Wireless Communications: IS-95 and Third Generation CDMA Applications, Prentice Hall, NJ, 1999. [45] Chihiro FUJITA, Yoshitaka HARA, and Yukiyoshi KAMIO,"Multiuser Interference Suppression in Uplink Multicarrier CDMA System", IEICE Trans, Fundamentals, Vol. E85-A, No.10 Oct. 2002. [46] Rohit Negi and John M. Cioffi, "Blind OFDM Symbol Synchronization in ISI Channels", IEEE Trans. on Commun., vol. 50, no. 9, Sept. 2002. [47] H. Liu and G. Xu, “A subspace method for signature waveform estimation in synchronous CDMA systems,” IEEE Trans. Commun., vol. COM-44, No.10, pp. 1346-1354, Oct. 1996. [48] W.C. Wu and J.W.Dai, “Adaptive Detection for Synchronous CDMA Multipath Signal Based on Signature Waveform Tracking,” IEICE Transaction on Fundamentals of Electronics, Communications and Computer Sciences, vol. E84-A, no.12, pp. 3077-3081, Dec. 2001. [49] R. Roy. ESPRIT: Estimation of Signal Parameters via Rotational Invariance Techniques. Ph.D. Dissertation, Stanford University, Stanford, California, 1987. [50] B. D. Rao and K. V. S. Hari, “Performance analysis of ESPRIT and TAM in determining the direction of arrival of plane waves in noise,” IEEE Trans. Acoust., Speech, Signal Process., vol.ASSP-37, pp. 1990-1995, December 1989. [51] B. Ottersten, M. Viberg, and T. Kailath, “Performance analysis of the total least squares ESPRIT algorithm,” IEEE Trans. Signal Process., vol.SP-39, pp. 1122-1135, May 1991. [52] M. Viberg and B. Ottersten, “Sensor array processing based on subspace fitting,” IEEE Trans. Signal Processing, vol. 39, pp. 1110-1120, May. 1991. [53] H. P.William, A. T. Saul, T. V.William, and P. F. Brian, Numerical Recipes in C++: The Art of Scientific Computing, Cambridge University Press; 2 edition. [54] Wei-ChiangWu and Shang-Chun Tsai, "A TLS-based LinearMultiuser detector for Synchronous DS/CDMA Communication System," COM-1-3, Proceeding of the 2002 National Symposium on Telecommunications. [55] Ruly Lai-U Choi, Ross D. Murch, and Khaled Ben Letaief, “MIMO CDMA Antenna System for SINR Enhancement” IEEE Trans. Wireless Communications, Vol. 2, No. 2, Mar. 2003. [56] V. D. Pharm and T. B. Vu, “Adaptive space-time full- and reduced-length MMSE receivers in asynchronous DS/CDMA,” GLOBECOM 98, vol. 5, pp. 2745-2750, Nov. 1998. [57] M.-L. Leou, C.-C. Yeh, and H.-J. Li, “A novel hybrid of adaptive array and equalizer for mobile communications,” IEEE Trans. on Veh. Technol., vol. 49, pp. 1-10, Jan. 2000. [58] Z. Guo and K. B. Letaief, “Adaptive MMSE receiver with beamforming for DS/CDMA systems,” IEEE Trans. on Wireless Commun., vol. 2, pp. 605-610, July 2003. [59] Y. Ichikawa, K. Tomitsuka, S. OBOTE, and K. Kagoshima, “ A Computation Reduced MMSE Adaptive Array Antenna Using Space-Temporal Simultaneous Processing Equalizer,” IEICE Trans. Commun., vol. E85-B, no. 12, Dec. 2002. [60] F.-B. Ueng, J.-D. Chen and S.-H. Cheng, "Smart Antennas for Multiuser DS/CDMA Communications in Multipath Fading Channels", IEEE International Symposium on Spread Spectrum Techniques and Applications, pp. 400-404, 30 Aug.-2 Sep. 2004. [61] Li, Y., and N. R. Sollenberger, “Adaptive Antenna Arrays for OFDM Systems with Cochannel Interference,” IEEE Trans. Commnun., vol. 47, no. 2, pp217-229, Feb. 1999. [62] Shinsuke Hara, Montree Budsabathon, and Yoshitaka Hara, "A Pre-FFT OFDM Adaptive Antenna Array with Eigenvector Combining", IEEE Communications Mag., pp. 2412-2416, 2004.
摘要: 本論文研究在多重路徑衰退通道下無線通訊系統中空時訊號接收器的設計方式及性能分析,主要的成果與貢獻分為以下三部份:首先在多輸入多輸出直序分碼多工(MIMO DS/CDMA)系統在多重路徑的環境下,提出以TLS與ESPRIT演算法為基礎的檢測器。緊接著又將ESPRIT與LMS演算法結合發展為另一種適應性接收器,可有效壓制多重路徑的影響。第二部份則在多輸入多輸出多載波分碼多工(MIMO MC-CDMA)系統在多重路徑的環境下,分別提出以最小均方誤差(LMS)及遞回最小均方誤差(RLS)演算法為基礎之適應性接收器架構。同時也利用最小均方誤差及遞回最小均方誤差演算法來調整展頻碼係數,此項設計有效的降低了演算法運算上的複雜性。第三部份為在多速率MC-CDMA系統,提出三種多速率的方法:可變程序增益(VPG)、可變碼速率(VCR)和多重碼系統。我們將考慮在後快速富立葉型式(post-FFT)與前快速富立葉型式(pre-FFT)經由多重路徑的環境時,各種不同的適應性接收機架構分析。
In this dissertation, we will discuss the design and performance of space-time processing receivers in wireless communications with multipath fading channel. The main achievement and contribution are divided into three following components: Firstly, we employ the total least-squares (TLS) method and Estimation of Signal Parameter via Rotational Invariance Techniques (ESPRIT) to construct the detector structures for the multiple-input-multiple-output direct sequence code division multiple access (MIMO DS/CDMA) systems under multipath fading. We use the LMS algorithm in the ESPRIT-based detectors to develop adaptive receivers and also to suppress the effect of multipath. Secondly, we employ the least mean square (LMS) algorithm and recursive least square (RLS) algorithm to construct the adaptive receiver structures for MIMO multicarrier CDMA (MC-CDMA) systems under multipath fading. Using LMS and RLS algorithm include adjusting the spreading code coefficients. Our proposed adaptive receiver structures are designed for the sake of diminishing complexity. Thirdly, we proposed three multi-rate methodologies-variable processing gain (VPG), variable chip rate (VCR) and multi-code systems in adaptive antenna receiver structures in multi-rate-MC-CDMA communication systems. We will concentrate on the construction of adaptive receivers for post-FFT and pre-FFT type with multipath fading channel.
其他識別: U0005-2001200917191200
Appears in Collections:電機工程學系所



Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.