Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: WiSig: A Large-Scale WiFi Signal Dataset for Receiver and Channel
  Agnostic RF Fingerprinting   RF fingerprinting leverages circuit-level variability of transmitters to
identify them using signals they send. Signals used for identification are
impacted by a wireless channel and receiver circuitry, creating additional
impairments that can confuse transmitter identification. Eliminating these
impairments or just evaluating them, requires data captured over a prolonged
period of time, using many spatially separated transmitters and receivers. In
this paper, we present WiSig; a large scale WiFi dataset containing 10 million
packets captured from 174 off-the-shelf WiFi transmitters and 41 USRP receivers
over 4 captures spanning a month. WiSig is publicly available, not just as raw
captures, but as conveniently pre-processed subsets of limited size, along with
the scripts and examples. A preliminary evaluation performed using WiSig shows
that changing receivers, or using signals captured on a different day can
significantly degrade a trained classifier's performance. While capturing data
over more days or more receivers limits the degradation, it is not always
feasible and novel data-driven approaches are needed. WiSig provides the data
to develop and evaluate these approaches towards channel and receiver agnostic
transmitter fingerprinting.

13
The categories of this paper are: quant-ph
1
The categories of this paper are: cs
24
The categories of this paper are: dg-ga
0
The categories of this paper are: hep-ph
2
The categories of this paper are: math
23
The categories of this paper are: solv-int
7
The categories of this paper are: hep-th
18
The categories of this paper are: econ
3
The categories of this paper are: physics
37
The categories of this paper are: supr-con
5
The categories of this paper are: gr-qc
4
The categories of this paper are: cond-mat
27
The categories of this paper are: comp-gas
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The categories of this paper are: ao-sci
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The categories of this paper are: q-alg
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The categories of this paper are: funct-an