On the mutual information and constellation design criterion of spatial modulation MIMO systems

The mutual information of spatial modulation (SM) based multiple input and multiple output (MIMO) systems with arbitrary number of transceiver antennas is investigated. An expression of the system mutual information is derived. The expression is not in a closed form and may lead to difficulties when trying to optimize the mutual information. To solve this, based on Jensen Inequality we propose an approximation for mutual information, which is in a closed form. We show that the approximation is accurate in both low and high SNR regimes. In addition, based on the approximated version of the system mutual information, two constellation design critera are proposed to maximize the system mutual information with finite alphabet. Numerical results show that both of the two criteria perform well.

[1]  Miguel R. D. Rodrigues,et al.  MIMO Gaussian Channels With Arbitrary Inputs: Optimal Precoding and Power Allocation , 2010, IEEE Transactions on Information Theory.

[2]  Yahong Rosa Zheng,et al.  On the Mutual Information and Power Allocation for Vector Gaussian Channels with Finite Discrete Inputs , 2008, IEEE GLOBECOM 2008 - 2008 IEEE Global Telecommunications Conference.

[3]  Thomas M. Cover,et al.  Elements of Information Theory , 2005 .

[4]  Ali Ghrayeb,et al.  Space shift keying modulation for MIMO channels , 2009, IEEE Transactions on Wireless Communications.

[5]  Antonia Maria Tulino,et al.  Optimum power allocation for parallel Gaussian channels with arbitrary input distributions , 2006, IEEE Transactions on Information Theory.

[6]  Zhi Ding,et al.  Globally Optimal Linear Precoders for Finite Alphabet Signals Over Complex Vector Gaussian Channels , 2011, IEEE Transactions on Signal Processing.

[7]  Ali Ghrayeb,et al.  Spatial modulation: optimal detection and performance analysis , 2008, IEEE Communications Letters.

[8]  Emre Telatar,et al.  Capacity of Multi-antenna Gaussian Channels , 1999, Eur. Trans. Telecommun..

[9]  Bingli Jiao,et al.  Information-guided channel-hopping for high data rate wireless communication , 2008, IEEE Communications Letters.

[10]  Carsten Bockelmann,et al.  Mutual information based rate adaptation for MIMO-OFDM systems with finite signal alphabets , 2008, 2008 International ITG Workshop on Smart Antennas.

[11]  Harald Haas,et al.  Performance Analysis of Spatial Modulation (SM) , 2010, ICC 2010.

[12]  Robert W. Heath,et al.  Antenna Subset Modulation for secure millimeter-wave wireless communication , 2013, 2013 IEEE Globecom Workshops (GC Wkshps).

[13]  Jim Esch Spatial Modulation for Generalized MIMO: Challenges, Opportunities, and Implementation , 2014, Proc. IEEE.

[14]  Harald Haas,et al.  Generalised spatial modulation , 2010, 2010 Conference Record of the Forty Fourth Asilomar Conference on Signals, Systems and Computers.

[15]  Yueming Cai,et al.  On the Mutual Information and Precoding for Spatial Modulation with Finite Alphabet , 2013, IEEE Wireless Communications Letters.