2012
DOI: 10.1109/tit.2012.2210190
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Outage Probability Under Channel Distribution Uncertainty

Abstract: Abstract-Outage probability and capacity of a class of blockfading MIMO channels are considered under partial channel distribution information. Specifically, the channel or its distribution is not known but the latter is known to belong to a class of distributions where each member is within a certain distance (uncertainty) from a nominal distribution. Relative entropy is used as a measure of distance between distributions. Compound outage probability defined as min (over the transmitted signal distribution) -… Show more

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Cited by 17 publications
(2 citation statements)
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References 31 publications
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“…The analysis of outage probability is of great importance to estimate fading capacities in a fading environment. A typical example is the outage estimation for fading multiple-input and multiple-output (MIMO) channels [39,40].…”
Section: Rlwe-based Pke Channel Model With Outagementioning
confidence: 99%
“…The analysis of outage probability is of great importance to estimate fading capacities in a fading environment. A typical example is the outage estimation for fading multiple-input and multiple-output (MIMO) channels [39,40].…”
Section: Rlwe-based Pke Channel Model With Outagementioning
confidence: 99%
“…Therefore, the imperfectness of CDIs should be taken into account. Generally, such consideration can be performed by assuming that the true distribution differs from the nominal distribution by the value known as Kullback-Leibler distance [39] and incorporate such inaccuracy into problem formulation [40]- [42]. We investigate imperfect CDI through two parametric and nonparametric methods.…”
Section: A CDI Estimation Errormentioning
confidence: 99%