Closed-form blind MIMO channel estimation for orthogonal space-time block codes

In this paper, a new computationally simple approach to blind decoding of orthogonal space-time block codes (OSTBCs) is proposed. Using specific properties of OSTBCs, the authors' approach estimates the channel matrix in a closed form and in a fully blind fashion. This channel estimate is then used in the maximum-likelihood (ML) receiver to decode the information symbols. The proposed estimation technique provides consistent channel estimates, and, as a result, the performance of the authors' blind ML receiver approaches that of the coherent ML receiver, which exploits the exact channel state information (CSI). Simulation results demonstrate the performance improvements achieved by the proposed blind decoding algorithm relative to the popular differential space-time modulation scheme.

[1]  S. Haykin,et al.  Adaptive Filter Theory , 1986 .

[2]  LiWu Chang,et al.  Performance of DMI and eigenspace-based beamformers , 1992 .

[3]  Lloyd J. Griffiths,et al.  A projection approach for robust adaptive beamforming , 1994, IEEE Trans. Signal Process..

[4]  Bin Yang,et al.  Projection approximation subspace tracking , 1995, IEEE Trans. Signal Process..

[5]  U. Helmke,et al.  Optimization and Dynamical Systems , 1994, Proceedings of the IEEE.

[6]  Arogyaswami Paulraj,et al.  Blind separation of synchronous co-channel digital signals using an antenna array. I. Algorithms , 1996, IEEE Trans. Signal Process..

[7]  Peter Strobach,et al.  Bi-iteration SVD subspace tracking algorithms , 1997, IEEE Trans. Signal Process..

[8]  A. Robert Calderbank,et al.  Space-Time Codes for High Data Rate Wireless Communications : Performance criterion and Code Construction , 1998, IEEE Trans. Inf. Theory.

[9]  Siavash M. Alamouti,et al.  A simple transmit diversity technique for wireless communications , 1998, IEEE J. Sel. Areas Commun..

[10]  Benoît Champagne,et al.  Plane rotation-based EVD updating schemes for efficient subspace tracking , 1998, IEEE Trans. Signal Process..

[11]  G.B. Giannakis,et al.  Decoding and equalization of unknown multipath channels based on block precoding and transmit-antenna diversity , 1999, Conference Record of the Thirty-Third Asilomar Conference on Signals, Systems, and Computers (Cat. No.CH37020).

[12]  Anna Scaglione,et al.  Redundant filterbank precoders and equalizers. I. Unification and optimal designs , 1999, IEEE Trans. Signal Process..

[13]  G. Leus,et al.  A non-iterative blind signal separation algorithm based on transmit diversity and coding , 1999, Conference Record of the Thirty-Third Asilomar Conference on Signals, Systems, and Computers (Cat. No.CH37020).

[14]  A. Robert Calderbank,et al.  Space-Time block codes from orthogonal designs , 1999, IEEE Trans. Inf. Theory.

[15]  H. Bolcskei,et al.  Blind channel estimation in spatial multiplexing systems using nonredundant antenna precoding , 1999, Conference Record of the Thirty-Third Asilomar Conference on Signals, Systems, and Computers (Cat. No.CH37020).

[16]  Thomas L. Marzetta,et al.  Systematic design of unitary space-time constellations , 2000, IEEE Trans. Inf. Theory.

[17]  Brian L. Hughes Differential Space-Time modulation , 2000, IEEE Trans. Inf. Theory.

[18]  Bertrand M. Hochwald,et al.  Differential unitary space-time modulation , 2000, IEEE Trans. Commun..

[19]  A.L. Swindlehurst Simultaneous channel estimation and decoding for diagonal space-time codes , 2000, Proceedings of the 2000 IEEE Sensor Array and Multichannel Signal Processing Workshop. SAM 2000 (Cat. No.00EX410).

[20]  Thomas L. Marzetta,et al.  Unitary space-time modulation for multiple-antenna communications in Rayleigh flat fading , 2000, IEEE Trans. Inf. Theory.

[21]  Hamid Jafarkhani,et al.  A differential detection scheme for transmit diversity , 2000, IEEE Journal on Selected Areas in Communications.

[22]  Petre Stoica,et al.  Space-Time Diversity Using Orthogonal and Amicable Orthogonal Designs , 2000, 2000 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.00CH37100).

[23]  Georgios B. Giannakis,et al.  Signal processing advances in wireless and mobile communications , 2000, IEEE Signal Process. Mag..

[24]  Petre Stoica,et al.  Space-Time block codes: A maximum SNR approach , 2001, IEEE Trans. Inf. Theory.

[25]  Marc Moonen,et al.  Deterministic blind modulation-induced source separation for digital wireless communications , 2001, IEEE Trans. Signal Process..

[26]  Hamid Jafarkhani,et al.  Multiple transmit antenna differential detection from generalized orthogonal designs , 2001, IEEE Trans. Inf. Theory.

[27]  Georgios B. Giannakis,et al.  Space-time diversity systems based on unitary constellation-rotating precoders , 2001, 2001 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.01CH37221).

[28]  P. Stoica,et al.  Space-time block codes: ML detection for unknown channels and unstructured interference , 2001, Conference Record of Thirty-Fifth Asilomar Conference on Signals, Systems and Computers (Cat.No.01CH37256).

[29]  Anna Scaglione,et al.  Transmit antennae space-time block coding for generalized OFDM in the presence of unknown multipath , 2001, IEEE J. Sel. Areas Commun..

[30]  Franz Hlawatsch,et al.  Blind equalization of MIMO channels using deterministic precoding , 2001, 2001 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.01CH37221).

[31]  Georgios B. Giannakis,et al.  Semi-blind channel estimation for block precoded space-time OFDM transmissions , 2001, Proceedings of the 11th IEEE Signal Processing Workshop on Statistical Signal Processing (Cat. No.01TH8563).

[32]  Georgios B. Giannakis,et al.  Space-time block-coded multiple access through frequency-selective fading channels , 2001, IEEE Trans. Commun..

[33]  A. Lee Swindlehurst,et al.  Blind and semi-blind equalization for generalized space-time block codes , 2002, IEEE Trans. Signal Process..

[34]  P. Stoica,et al.  Differential modulation using space-time block codes , 2002, IEEE Signal Processing Letters.

[35]  Georgios B. Giannakis,et al.  Subspace-based (semi-) blind channel estimation for block precoded space-time OFDM , 2002, IEEE Trans. Signal Process..

[36]  Petre Stoica,et al.  Space-Time Block Codes: Trained, blind and semi-blind detection , 2002, 2002 IEEE International Conference on Acoustics, Speech, and Signal Processing.

[37]  Nikos D. Sidiropoulos,et al.  Khatri-Rao space-time codes , 2002, IEEE Trans. Signal Process..

[38]  Jonathan H. Manton,et al.  Optimization algorithms exploiting unitary constraints , 2002, IEEE Trans. Signal Process..

[39]  Babak Hassibi,et al.  High-rate codes that are linear in space and time , 2002, IEEE Trans. Inf. Theory.

[40]  Xiang-Gen Xia,et al.  Blind maximum-likelihood decoding for orthogonal space-time block codes: a semidefinite relaxation approach , 2003, GLOBECOM '03. IEEE Global Telecommunications Conference (IEEE Cat. No.03CH37489).

[41]  Erik G. Larsson,et al.  Orthogonal space-time block codes: maximum likelihood detection for unknown channels and unstructured interferences , 2003, IEEE Trans. Signal Process..

[42]  M. Gharavi-Alkhansari,et al.  Constellation space invariance of space-time block codes with application to optimal ML decoding , 2003, 2003 IEEE 58th Vehicular Technology Conference. VTC 2003-Fall (IEEE Cat. No.03CH37484).

[43]  Mohammad Gharavi-Alkhansari,et al.  Minimum variance linear receivers for multiaccess MIMO wireless systems with space-time block coding , 2004, IEEE Transactions on Signal Processing.

[44]  Jinho Choi Equalization and semi-blind channel estimation for space-time block coded signals over a frequency-selective fading channel , 2004, IEEE Transactions on Signal Processing.

[45]  Mohammad Gharavi-Alkhansari,et al.  Constellation space invariance of orthogonal space-time block codes , 2005, IEEE Transactions on Information Theory.