Low-Complexity Detection for Generalized Multistream Spatial Modulation

This work proposes a suboptimal detection algorithm for generalized multistream spatial modulation. Many suboptimal detection algorithms for spatial modulation use two-stage detection schemes where the set of active antennas is detected in the first stage and the transmitted symbols in the second stage. For multistream spatial modulation with large signal constellations the second detection step typically dominates the detection complexity. With the proposed detection scheme, the modified Gaussian approximation method is used for detecting the antenna pattern. In order to reduce the complexity for detecting the signal points, we propose a combined equalization and list decoding approach. Simulation results demonstrate that the new algorithm achieves near-maximum-likelihood performance with small list sizes. It significantly reduces the complexity when compared with conventional two-stage detection schemes.

[1]  Jintao Wang,et al.  Generalised Spatial Modulation System with Multiple Active Transmit Antennas and Low Complexity Detection Scheme , 2012, IEEE Transactions on Wireless Communications.

[2]  Jintao Wang,et al.  Signal Vector Based Detection Scheme for Spatial Modulation , 2012, IEEE Communications Letters.

[3]  Minglu Jin,et al.  A Low-Complexity ML Detection Algorithm for Spatial Modulation Systems With $M$PSK Constellation , 2014, IEEE Communications Letters.

[4]  Christos V. Verikoukis,et al.  Performance analysis of multistream Spatial Modulation with maximum-likelihood detection , 2013, 2013 IEEE Global Communications Conference (GLOBECOM).

[5]  Yue Xiao,et al.  A New Low-Complexity Near-ML Detection Algorithm for Spatial Modulation , 2013, IEEE Wireless Communications Letters.

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

[7]  Xiangyun Zhou,et al.  Integer-Forcing Detection of Generalized Spatial Modulation , 2017, ChinaCom.

[8]  Hong-Jun Xu,et al.  Spatial modulation: optimal detector asymptotic performance and multiple-stage detection , 2011, IET Commun..

[9]  Yue Xiao,et al.  Low-Complexity Signal Detection for Generalized Spatial Modulation , 2014, IEEE Communications Letters.

[10]  Serdar Sezginer,et al.  Enhanced Spatial Modulation With Multiple Signal Constellations , 2015, IEEE Transactions on Communications.

[11]  Jinlong Wang,et al.  Low-Complexity ML Detection for Spatial Modulation MIMO With APSK Constellation , 2015, IEEE Transactions on Vehicular Technology.

[12]  Harald Haas,et al.  Spatial Modulation , 2008, IEEE Transactions on Vehicular Technology.

[13]  C. Thomas,et al.  Digital Amplitude-Phase Keying with M-Ary Alphabets , 1974, IEEE Trans. Commun..

[14]  Jürgen Freudenberger,et al.  Generalized Multistream Spatial Modulation With Signal Constellations Based on Hurwitz Integers and Low-Complexity Detection , 2018, IEEE Wireless Communications Letters.

[15]  Wen-Rong Wu,et al.  Low-Complexity ML Detectors for Generalized Spatial Modulation Systems , 2015, IEEE Transactions on Communications.

[16]  Qiong Wang,et al.  A low complexity detection algorithm for m-QAM in spatial modulation systems , 2017 .