Recent Challenges and New Methods in MIMO Channel Modeling

This paper summaries the new topics about MIMO (Multiple-input-multiple-output) channel modeling. The scenarios are focused on transportation, such as VTV (Vehicle-to-Vehicle) and high speed railway. The sparse channel and time-variant channel are discussed. Afterwards, some novel methods for MIMO channel modeling are described and challenges for each method are summarized.

[1]  Xiang Cheng,et al.  An adaptive geometry-based stochastic model for non-isotropic MIMO mobile-to-mobile channels , 2009, IEEE Transactions on Wireless Communications.

[2]  Claude E. Shannon,et al.  Certain Results in Coding Theory for Noisy Channels , 1957, Inf. Control..

[3]  Ruiyuan Tian,et al.  Tracking Time-Variant Cluster Parameters in MIMO Channel Measurements , 2007, 2007 Second International Conference on Communications and Networking in China.

[4]  Jon W. Wallace,et al.  Accurate MIMO Channel Modeling: Correlation Tensor vs. Directional Approaches , 2007, IEEE GLOBECOM 2007 - IEEE Global Telecommunications Conference.

[5]  Claude Oestges,et al.  Non-Stationary Narrowband MIMO Inter-Vehicle Channel Characterization in the 5-GHz Band , 2010, IEEE Transactions on Vehicular Technology.

[6]  G. Matz,et al.  On non-WSSUS wireless fading channels , 2005, IEEE Transactions on Wireless Communications.

[7]  Fredrik Tufvesson,et al.  Cluster parameters for time-variant MIMO channel models , 2007 .

[8]  Ernst Bonek,et al.  A stochastic MIMO channel model with joint correlation of both link ends , 2006, IEEE Transactions on Wireless Communications.

[9]  M.A. Jensen,et al.  Sparse Power Angle Spectrum Estimation , 2009, IEEE Transactions on Antennas and Propagation.

[10]  Ernst Bonek,et al.  A Time-Variant MIMO Channel Model Directly Parametrised from Measurements , 2009, EURASIP J. Wirel. Commun. Netw..

[11]  Gordon L. Stüber,et al.  Three-dimensional modeling and simulation of wideband MIMO mobile-to-mobile channels , 2009, IEEE Transactions on Wireless Communications.

[12]  A.M. Sayeed,et al.  Maximizing MIMO Capacity in Sparse Multipath With Reconfigurable Antenna Arrays , 2007, IEEE Journal of Selected Topics in Signal Processing.

[13]  Fredrik Tufvesson,et al.  A geometry-based stochastic MIMO model for vehicle-to-vehicle communications , 2009, IEEE Transactions on Wireless Communications.

[14]  Gregory D. Durgin,et al.  Space-Time Wireless Channels , 2002 .

[15]  S. Haykin,et al.  A Novel Wideband MIMO Channel Model and McMaster's Wideband MIMO SDR , 2006, 2006 Fortieth Asilomar Conference on Signals, Systems and Computers.

[16]  Michael A. Jensen,et al.  A Stochastic Model of the Time-Variant MIMO Channel Based on Experimental Observations , 2009, IEEE Transactions on Vehicular Technology.

[17]  Norman C. Beaulieu,et al.  A Quadrature Markov Chain Model of the Rayleigh Fading Channel , 2008, 2008 IEEE International Conference on Communications.

[18]  Alister G. Burr,et al.  Survey of Channel and Radio Propagation Models for Wireless MIMO Systems , 2007, EURASIP J. Wirel. Commun. Netw..

[19]  P. Sadeghi,et al.  Finite-state Markov modeling of fading channels - a survey of principles and applications , 2008, IEEE Signal Processing Magazine.

[20]  W. Weichselberger,et al.  On the decomposition of the MIMO channel correlation tensor , 2004, ITG Workshop on Smart Antennas (IEEE Cat. No.04EX802).

[21]  Josef A. Nossek,et al.  Sparse multipath MIMO channels: Performance implications based on measurement data , 2009, 2009 IEEE 10th Workshop on Signal Processing Advances in Wireless Communications.

[22]  Alister G. Burr,et al.  Reduced-complexity cluster modeling for time-variant wideband MIMO channels , 2008 .

[23]  Fredrik Tufvesson,et al.  A survey on vehicle-to-vehicle propagation channels , 2009, IEEE Wireless Communications.

[24]  Andreas F. Molisch,et al.  Ultrawideband propagation channels-theory, measurement, and modeling , 2005, IEEE Transactions on Vehicular Technology.

[25]  Troels Pedersen,et al.  Radio Channel Modelling Using Stochastic Propagation Graphs , 2007, 2007 IEEE International Conference on Communications.

[26]  Xiang Cheng,et al.  Vehicle-to-vehicle channel modeling and measurements: recent advances and future challenges , 2009, IEEE Communications Magazine.

[27]  Prashant Krishnamurthy,et al.  802.11 markov channel modeling , 2004 .

[28]  Alister G. Burr,et al.  Full Channel Correlation Matrix of a Time-Variant Wideband Spatial Channel Model , 2006, 2006 IEEE 17th International Symposium on Personal, Indoor and Mobile Radio Communications.

[29]  Xiang Cheng,et al.  Multiple-Ring Based Modeling and Simulation of Wideband Space-Time-Frequency MIMO Channels , 2009, 2009 IEEE International Conference on Communications.

[30]  Jon W. Wallace,et al.  The Accuracy of Tensor and Directional Methods for MIMO Channel Modeling , 2007 .

[31]  Hong Shen Wang,et al.  Finite-state Markov channel-a useful model for radio communication channels , 1995 .

[32]  Alister G. Burr,et al.  Reduced-complexity cluster modeling for time-variant wideband MIMO channels , 2008, 2008 14th European Wireless Conference.

[33]  Chia-Chin Chong,et al.  A novel wideband dynamic directional indoor channel model based on a Markov process , 2005, IEEE Transactions on Wireless Communications.