Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Interference Prediction in Wireless Networks: Stochastic Geometry meets
  Recursive Filtering   This article proposes and evaluates a technique to predict the level of
interference in wireless networks. We design a recursive predictor that
estimates future interference values by filtering measured interference at a
given location. The predictor's parameterization is done offline by translating
the autocorrelation of interference into an autoregressive moving average
(ARMA) representation. This ARMA model is inserted into a steady-state Kalman
filter enabling nodes to predict with low computational effort. Results show a
good accuracy of predicted values versus true values for relevant time
horizons. Although the predictor is parameterized for Poisson-distributed
nodes, Rayleigh fading, and fixed message lengths, a sensitivity analysis shows
that it also tends to work well in more general network scenarios. Numerical
examples for underlay device-to-device communications, a common wireless sensor
technology, and coexistence scenarios of Wi-Fi and LTE illustrate its broad
applicability. The predictor can be applied as part of interference management
to improve medium access, scheduling, and radio resource allocation.

13
The categories of this paper are: quant-ph
35
The categories of this paper are: mtrl-th
0
The categories of this paper are: hep-ph
22
The categories of this paper are: chao-dyn
36
The categories of this paper are: cmp-lg
5
The categories of this paper are: gr-qc
25
The categories of this paper are: patt-sol
29
The categories of this paper are: funct-an
18
The categories of this paper are: econ
10
The categories of this paper are: q-bio
34
The categories of this paper are: chem-ph
9
The categories of this paper are: nlin
20
The categories of this paper are: acc-phys
26
The categories of this paper are: bayes-an
2
The categories of this paper are: math
6
The categories of this paper are: astro-ph