Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: LOKO: Localization-aware Roll-out Planning for Future Mobile Networks   The roll-out phase of the next generation of mobile networks (5G) has started
and operators are required to devise deployment solutions while pursuing
localization accuracy maximization. Enabling location-based services is
expected to be a unique selling point for service providers now able to deliver
critical mobile services, e.g., autonomous driving, public safety, remote
operations. In this paper, we propose a novel roll-out base station placement
solution that, given a Throughput-Positioning Ratio (TPR) target, selects the
location of new-generation base stations (among available candidate sites) such
that the throughput and localization accuracy are jointly maximized. Moving
away from the canonical position error bound (PEB) analysis, we develop a
realistic framework in which each positioning measurement is affected by errors
depending upon the actual wireless channel between the measuring base station
and the target device. Our solution, referred to as LOKO, is a fast-converging
algorithm that can be readily applied to current 5G (or future) roll-out
processes. LOKO is validated by means of an exhaustive simulation campaign
considering real existing deployments of a major European network operator as
well as synthetic scenarios.

14
The categories of this paper are: math-ph
11
The categories of this paper are: hep-lat
28
The categories of this paper are: alg-geom
15
The categories of this paper are: nucl-ex
32
The categories of this paper are: atom-ph
0
The categories of this paper are: hep-ph
21
The categories of this paper are: adap-org
7
The categories of this paper are: hep-th
5
The categories of this paper are: gr-qc
26
The categories of this paper are: bayes-an
4
The categories of this paper are: cond-mat
9
The categories of this paper are: nlin
25
The categories of this paper are: patt-sol
6
The categories of this paper are: astro-ph
27
The categories of this paper are: comp-gas
13
The categories of this paper are: quant-ph