Rake Reception With Channel Estimation Error

Several digital cellular systems employ coherent RAKE reception, wherein channel estimates are used to combine despread values. In this paper, a maximum likelihood (ML) approach to RAKE combining that accounts for channel estimation error, including error correlation across despread values, is examined. Fading and noise correlation are also considered. The performance of the ML approach is compared to traditional RAKE combining as well as approximate ML-based approaches. Results show that when the channel estimation error and noise are of the same order, ML-based approaches can provide gains on the order of 1 dB over traditional RAKE reception

[1]  Luc Vandendorpe,et al.  Downlink performance analysis of a BPSK-based WCDMA using conventional RAKE receivers with channel estimation , 2001, IEEE J. Sel. Areas Commun..

[2]  George L. Turin On Optimal Diversity Reception, II , 1962 .

[3]  M. Schwartz,et al.  Communication Systems and Techniques , 1996, IEEE Communications Magazine.

[4]  J. Hancock,et al.  A Transmitted Reference System for Communication in Random of Unknown Channels , 1965 .

[5]  Yong Peng,et al.  Optimal pilot-to-data power ratio for diversity combining with imperfect channel estimation , 2006, IEEE Communications Letters.

[6]  G. Turin The characteristic function of Hermitian quadratic forms in complex normal variables , 1960 .

[7]  Thomas Kailath,et al.  Correlation detection of signals perturbed by a random channel , 1960, IRE Trans. Inf. Theory.

[8]  Robert Price,et al.  Optimum detection of random signals in noise, with application to scatter-multipath communication-I , 1956, IRE Trans. Inf. Theory.

[9]  Pooi Yuen Kam Optimal detection of digital data over the nonselective Rayleigh fading channel with diversity reception , 1991, IEEE Trans. Commun..

[10]  Wolfgang Utschick,et al.  Pilot-assisted channel estimation based on second-order statistics , 2005, IEEE Transactions on Signal Processing.

[11]  Fuyun Ling Optimal reception, performance bound, and cutoff rate analysis of references-assisted coherent CDMA communications with applications , 1999, IEEE Trans. Commun..

[12]  Craig K. Rushforth Transmitted-reference techniques for random or unknown channels , 1964, IEEE Trans. Inf. Theory.

[13]  John S. Thompson Antenna array performance with channel estimation errors , 2004, ITG Workshop on Smart Antennas (IEEE Cat. No.04EX802).

[14]  Jingxian Wu,et al.  Optimal diversity combining based on noisy channel estimation , 2004, 2004 IEEE International Conference on Communications (IEEE Cat. No.04CH37577).

[15]  Pooi Kam Adaptive Diversity Reception Over a Slow Nonselective Fading Channel , 1987, IEEE Trans. Commun..

[16]  James K. Cavers,et al.  Accurate error-rate calculations through the inversion of mixed characteristic functions , 2003, IEEE Trans. Commun..

[17]  Gregory E. Bottomley,et al.  Rake receiver finger placement for realistic channels , 2004, 2004 IEEE Wireless Communications and Networking Conference (IEEE Cat. No.04TH8733).

[18]  Kimmo Kettunen Enhanced maximal ratio combining scheme for RAKE receivers in WCDMA mobile terminals , 2001 .

[19]  Y. Bar-Ness,et al.  Optimal versus suboptimal combining with imperfect channel knowledge , 2004, IEEE 60th Vehicular Technology Conference, 2004. VTC2004-Fall. 2004.

[20]  P. E. Green,et al.  A Communication Technique for Multipath Channels , 1958, Proceedings of the IRE.

[21]  Mohamed Siala,et al.  Maximuma posteriori decorrelating discrete-time rake receiver , 2004, Ann. des Télécommunications.

[22]  Jun Chen,et al.  Performance of wideband CDMA systems with complex spreading and imperfect channel estimation , 2001, IEEE J. Sel. Areas Commun..

[23]  W. Walker The Error Performance of A Class of Binary Communications Systems in Fading and Noise , 1964 .

[24]  Hyung-Jin Choi,et al.  Effect of Imperfect Channel Estimation on the Performance of Pilot Channel-Aided Coherent DS-CDMA System over Rayleigh-Fading Multipath Channel , 2000 .

[25]  Zoran Zvonar,et al.  Performance of multiuser detection with adaptive channel estimation , 1997, Proceedings of ICC'97 - International Conference on Communications.

[26]  Abbas Yongaçoglu,et al.  Generalized decorrelating discrete-time RAKE receiver , 2005, 2005 IEEE 61st Vehicular Technology Conference.

[27]  Gregory E. Bottomley,et al.  A generalized RAKE receiver for interference suppression , 2000, IEEE Journal on Selected Areas in Communications.

[28]  Yeheskel Bar-Ness,et al.  Diversity combining with imperfect channel estimation , 2005, IEEE Transactions on Communications.