Distributed Detection for Macrodiversity Enhanced Cellular Communication Systems

Martín, Francisco Javier; Leib, H.

doi:10.1109/taes.2009.5310302

Cited by 1 publication

(1 citation statement)

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“…D‐MIMO technology can increase the robustness of cellular communication against shadowing through macrodiversity . An important parameter in any combining macrodiversity system is the extra information required to be transmitted by the RPs to the fusion center (FC) (or central combining unit (CCU) ), taking into account the finite capacities of the links between these entities . Assuming that the FC performs optimal MIMO detection jointly on all RPs, requiring complete channel state information (CSI), shows that D‐MIMO provides capacity gains with respect to C‐MIMO over shadowed channels that are also affected by spatial correlation.…”

Section: Introductionmentioning

confidence: 99%

Uplink bit combining for multiple base‐stations MIMO with applications to CoMP systems

Leib

Lin

2014

Wireless Communications

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This work considers a simple bit level combining technique, aided by robust bit reliability information, for uplink collaborating multiple-input multiple-output (MIMO) base-stations (also known as macrodiversity MIMO), operating over composite Rayleigh-lognormal fading channels. Bit reliability weights based on a robust modification of the logarithmic likelihood ratio, combined with instantaneous symbol signal-to-noise ratio information, are derived for different local MIMO detection schemes. This bit reliability information is used at the fusion center, together with locally detected data, for combining and producing final information bits delivered to the destination. Computer simulation results confirm that such bit level combining techniques, when used with minimum mean squared error ordered successive interference cancelation and also with sphere decoding maximum likelihood local detectors, provide significant performance improvements over non-collaborative base-stations systems. Performance gains are maintained even when these schemes suffer from channel estimation errors and also in the presence of space correlation. Low backhaul overhead and performance advantages make these bit level combining techniques attractive for applications in next generation cellular systems employing coordinated multi-point (CoMP) technology, as well as for other collaborative MIMO communication schemes. Copyright

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Section: Introductionmentioning

confidence: 99%