Bit Error Probability of Spatial Modulation SM- MIMO over Generalized Fading ChannelsReport as inadecuate




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1 Division Télécoms et Réseaux L2S - Laboratoire des signaux et systèmes 2 IDCOM - Institute for Digital Communications

Abstract : In this paper, we study the performance of Spatial Modulation SM- Multiple-Input-Multiple-Output MIMO wireless systems over generic fading channels. More precisely, a comprehensive analytical framework to compute the Average Bit Error Probability ABEP is introduced, which can be used for any MIMO setups, for arbitrary correlated fading channels, and for generic modulation schemes. It is shown that, when compared to state-of-the-art literature, our framework: i has more general applicability over generalized fading channels; ii is, in general, more accurate as it exploits an improved union-bound method; and, iii more importantly, clearly highlights interesting fundamental trends about the performance of SM, which are difficult to capture with available frameworks. For example, by focusing on the canonical reference scenario with independent and identically distributed i.i.d. Rayleigh fading, we introduce very simple formulas which yield insightful design information on the optimal modulation scheme to be used for the signal- constellation diagram, as well as highlight the different role played by the bit mapping on the signal- and spatial-constellation diagrams. Numerical results show that, for many MIMO setups, SM with Phase Shift Keying PSK modulation outperforms SM with Quadrature Amplitude Modulation QAM, which is a result never reported in the literature. Also, by exploiting asymptotic analysis, closed-form formulas of the performance gain of SM over other single-antenna transmission technologies are provided. Numerical results show that SM can outperform many single-antenna systems, and that for any transmission rate there is an optimal allocation of the information bits onto spatial- and signal-constellation diagrams. Furthermore, by focusing on the Nakagami-m fading scenario with generically correlated fading, we show that the fading severity plays a very important role in determining the diversity gain of SM. In particular, the performance gain over single-antenna systems increases for fading channels less severe than Rayleigh fading, while it gets smaller for more severe fading channels. Also, it is shown that the impact of fading correlation at the transmitter is reduced for less severe fading. Finally, analytical frameworks and claims are substantiated through extensive Monte Carlo simulations.





Author: Marco Di Renzo - Harald Haas -

Source: https://hal.archives-ouvertes.fr/



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