Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Spectral Efficiency Analysis in Presence of Correlated Gamma-Lognormal
  Desired and Interfering Signals   Spectral efficiency analysis in presence of correlated interfering signals is
very important in modern generation wireless networks where there is aggressive
frequency reuse with a dense deployment of access points. However, most works
available in literature either address the effect of correlated interfering
signals or include interferer activity, but not both. Further, available
literature has also addressed the effect of large-scale fading (shadowing and
distance-dependent path loss) only, however, has fallen short of including the
composite effect of the line of sight and non-line of sight small-scale fading.
The correlation of desired signals with interfering signals due to shadowing
has also not been considered in existing literature. In this work, we present a
comprehensive analytical signal to interference power ratio evaluation
framework addressing all the above mentioned important components to the model
in a holistic manner. In this analysis, we extend and apply the Moment
Generating Function-matching method to such systems so that correlation and
activity of lognormal random variables can be included with high accuracy. We
compare the analytical results against realistic channel model based extensive
Monte-Carlo simulation for mmWave and sub-6 GHz in both indoor and outdoor
scenarios. the performance of the model is depicted in terms of mean,
alpha-percentile outage spectral efficiency and Kullback-Leibler divergence and
Kolmogorov-Smirnov distance.

19
The categories of this paper are: eess
21
The categories of this paper are: adap-org
25
The categories of this paper are: patt-sol
37
The categories of this paper are: supr-con
3
The categories of this paper are: physics
24
The categories of this paper are: dg-ga
22
The categories of this paper are: chao-dyn
26
The categories of this paper are: bayes-an
32
The categories of this paper are: atom-ph
12
The categories of this paper are: nucl-th
7
The categories of this paper are: hep-th
11
The categories of this paper are: hep-lat
8
The categories of this paper are: hep-ex
20
The categories of this paper are: acc-phys
14
The categories of this paper are: math-ph
30
The categories of this paper are: q-alg