Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: FALCON: An accurate real-time monitor for client-based mobile network
  data analytics   Network data analysis is the fundamental basis for the development of methods
to increase service quality in mobile networks. This requires accurate data of
the current load in the network. The control channel analysis is a way to
monitor the resource allocations and the throughput of all active subscribers
in a public mobile radio cell. Previous open-source approaches require either
ideal radio conditions or long-term observations in order to obtain reliable
data. Otherwise, the revealed information is polluted by spurious assignments
with random content. In this paper, we present a new open-source instrument for
Fast Analysis of LTE Control channels (FALCON), which combines a novel
shortcut-decoding approach with the most reliable techniques known to us to
reduce the aforementioned requirements significantly. Long-term field
measurements reveal that FALCON reduces errors in average by three orders of
magnitude compared to currently the best approach. FALCON allows observations
at locations with interference and enables mobile applications with single
short-term tracking of the local load situation. It is compatible with numerous
software defined radios and can be used on standard computers for a reliable
real-time analysis.

24
The categories of this paper are: dg-ga
25
The categories of this paper are: patt-sol
2
The categories of this paper are: math
5
The categories of this paper are: gr-qc
34
The categories of this paper are: chem-ph
7
The categories of this paper are: hep-th
17
The categories of this paper are: q-fin
26
The categories of this paper are: bayes-an
4
The categories of this paper are: cond-mat
35
The categories of this paper are: mtrl-th
10
The categories of this paper are: q-bio
12
The categories of this paper are: nucl-th
37
The categories of this paper are: supr-con
23
The categories of this paper are: solv-int
14
The categories of this paper are: math-ph
13
The categories of this paper are: quant-ph