Adaptive OFDM Systems With Imperfect Channel State Information

Adaptive modulation has been shown to have significant benefits for high-speed wireless data transmission when orthogonal frequency division multiplexing (OFDM) is employed. However, accurate channel state information (CSI) is required at the transmitter to achieve the benefits. Imperfect CSI arises from noisy channel estimates, which may also be outdated due to a delay in getting the CSI to the transmitter. In this paper, we study adaptive OFDM with imperfect CSI for the uncoded variable bit rate case, where a target bit error rate is set. A loading algorithm based on the statistics of the real channel is proposed. Performance results in terms of the average spectral efficiency are provided for adaptive OFDM systems when there is noisy channel estimation or CSI delay. The use of multiple estimates is then proposed to improve the performance. It is shown that multiple estimates from different frequencies or times can enhance the performance significantly, which enables the system to tolerate larger errors in channel estimation or longer delay in CSI

[1]  Daesik Hong,et al.  Effect of channel estimation error in OFDM-based WLAN , 2002, IEEE Communications Letters.

[2]  W. C. Jakes,et al.  Microwave Mobile Communications , 1974 .

[3]  John M. Cioffi,et al.  A practical discrete multitone transceiver loading algorithm for data transmission over spectrally shaped channels , 1995, IEEE Trans. Commun..

[4]  Georgios B. Giannakis,et al.  Adaptive MIMO-OFDM based on partial channel state information , 2004, IEEE Transactions on Signal Processing.

[5]  A. Czylwik,et al.  Adaptive OFDM for wideband radio channels , 1996, Proceedings of GLOBECOM'96. 1996 IEEE Global Telecommunications Conference.

[6]  R. Michael Buehrer,et al.  Mobile Radio Communications , 2003 .

[7]  Qiang Su,et al.  Effects of imperfect channel information on adaptive loading gain of OFDM , 2001, IEEE 54th Vehicular Technology Conference. VTC Fall 2001. Proceedings (Cat. No.01CH37211).

[8]  Upamanyu Madhow,et al.  Space-time communication for OFDM with implicit channel feedback , 2004, IEEE Trans. Inf. Theory.

[9]  Zhigang Cao,et al.  Space-time coded adaptive transmit antenna arrays for OFDM wireless systems utilizing channel side information , 2003, The 57th IEEE Semiannual Vehicular Technology Conference, 2003. VTC 2003-Spring..

[10]  Lajos Hanzo,et al.  Single- and Multi-carrier Quadrature Amplitude Modulation : Principles and Applications for Personal Communications, WLANs and Broadcasting , 2000 .

[11]  P. Maher,et al.  Handbook of Matrices , 1999, The Mathematical Gazette.

[12]  D. L. Goeckel Adaptive coding for fading channels using outdated channel estimates , 1998, VTC '98. 48th IEEE Vehicular Technology Conference. Pathway to Global Wireless Revolution (Cat. No.98CH36151).

[13]  D. Cox Delay Doppler characteristics of multipath propagation at 910 MHz in a suburban mobile radio environment , 1972 .

[14]  M. J. Gans,et al.  On Limits of Wireless Communications in a Fading Environment when Using Multiple Antennas , 1998, Wirel. Pers. Commun..

[15]  L. Hanzo,et al.  Adaptive multicarrier modulation: a convenient framework for time-frequency processing in wireless communications , 2000, Proceedings of the IEEE.

[16]  Georgios B. Giannakis,et al.  Rate-maximizing power allocation in OFDM based on partial channel knowledge , 2005, IEEE Trans. Wirel. Commun..

[17]  Davide Dardari,et al.  Ordered subcarrier selection algorithm for OFDM-based high-speed WLANs , 2004, IEEE Transactions on Wireless Communications.

[18]  O. Edfors,et al.  OFDM channel estimation by singular value decomposition , 1996, Proceedings of Vehicular Technology Conference - VTC.

[19]  Ramjee Prasad,et al.  OFDM for Wireless Multimedia Communications , 1999 .

[20]  Sang-Wook Lee,et al.  Channel estimation for OFDM with fast fading channels by modified Kalman filter , 2004, IEEE Trans. Consumer Electron..

[21]  Ravi Narasimhan Performance of diversity schemes for OFDM systems with frequency offset, phase noise, and channel estimation errors , 2002, IEEE Trans. Commun..

[22]  Dhammika Jayalath,et al.  Enhanced MMSE channel estimation using timing error statistics for wireless OFDM systems , 2004, IEEE Transactions on Broadcasting.

[23]  Yong Liang Guan,et al.  Statistical adaptive modulation for QAM-OFDM systems , 2002, Global Telecommunications Conference, 2002. GLOBECOM '02. IEEE.

[24]  A. Goldsmith,et al.  Adaptive multicarrier modulation for wireless systems , 2000, Conference Record of the Thirty-Fourth Asilomar Conference on Signals, Systems and Computers (Cat. No.00CH37154).

[25]  Andrea J. Goldsmith,et al.  Degrees of freedom in adaptive modulation: a unified view , 2001, IEEE Trans. Commun..

[26]  Michael R. Souryal,et al.  Adaptive modulation with imperfect channel information in OFDM , 2001, ICC 2001. IEEE International Conference on Communications. Conference Record (Cat. No.01CH37240).

[27]  Leonard J. Cimini,et al.  OFDM for High Data Rate , High-Mobility , Wide-Area Wireless Communications , 2001 .

[28]  L.J. Cimini,et al.  On the problem of channel mismatch in constant-bit-rate adaptive modulation for OFDM , 2002, Vehicular Technology Conference. IEEE 55th Vehicular Technology Conference. VTC Spring 2002 (Cat. No.02CH37367).

[29]  Dennis Goeckel,et al.  Adaptive coding for time-varying channels using outdated fading estimates , 1999, IEEE Trans. Commun..

[30]  Guangxi Zhu,et al.  Multiuser subcarrier and bit allocation for MIMO-OFDM systems with perfect and partial channel information , 2004, 2004 IEEE Wireless Communications and Networking Conference (IEEE Cat. No.04TH8733).

[31]  Irving Kalet,et al.  The multitone channel , 1989, IEEE Trans. Commun..

[32]  Wolfgang Hoeg,et al.  Digital Audio Broadcasting , 2001 .

[33]  John M. Cioffi,et al.  Multicarrier systems with imperfect channel knowledge , 1998, Ninth IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (Cat. No.98TH8361).

[34]  Jack M. Holtzman,et al.  Adaptive averaging methodology for handoffs in cellular systems , 1995 .

[35]  P. Bello Characterization of Randomly Time-Variant Linear Channels , 1963 .

[36]  Umberto Spagnolini,et al.  Pilot-based channel estimation for OFDM systems by tracking the delay-subspace , 2004, IEEE Transactions on Wireless Communications.

[37]  Rick S. Blum,et al.  Adaptive modulation for variable-rate OFDM systems with imperfect channel information , 2002, Vehicular Technology Conference. IEEE 55th Vehicular Technology Conference. VTC Spring 2002 (Cat. No.02CH37367).

[38]  Geoffrey Ye Li,et al.  Robust channel estimation for OFDM systems with rapid dispersive fading channels , 1998, ICC '98. 1998 IEEE International Conference on Communications. Conference Record. Affiliated with SUPERCOMM'98 (Cat. No.98CH36220).