Dataset Open Access

Self-contained 4-BSS's dataset of spectrum management in WLANs

Sergio Barrachina-Muñoz


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<oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
  <dc:creator>Sergio Barrachina-Muñoz</dc:creator>
  <dc:date>2020-11-10</dc:date>
  <dc:description>This folder contains the self-contained dataset of 4 BSS's analyzed in the thesis by Sergio Barrachina-Muñoz, "Responsive Spectrum Management for Wireless Local Area Networks: from Heuristic-based Policies to Model-Free Reinforcement Learning", 2020.

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*** General info ***

The dataset has been generated simulating all the spectrum management configurations (including primary channel and maximum bandwidth) in a 4-BSS's deploymment. Simulations have been performed with the Komondor wireless network simulator (https://github.com/wn-upf/Komondor).

*** Dataset structure ***

The dataset is composed of 1 file, dataset.csv, containing all the combinations of spectrum management configurations.

*** File format ***

The dataset.csv file is composed of 53 columns and 1679616 rows. 
- Each column is a parameter or performance metric of the global spectrum management configuration, i.e., the configuration of all the BSS's.
- Each row is a realization of the global configuration.
- Column sim_code refers to the simulation code.

The colums for each BSS are (only showing for BSS A):
- bss_A_code: code of the BSS
- action_ix_A: action (or BSS configuration) index
- status_ix_A: status index (combination of action and traffic load)
- primary_A: primary channel of the BSS
- max_bw_ix_A: index of the maximum allowed bandwidth of the BSS
- load_ix_A: traffic load index of the BSS
- load_A: traffic load [pkt/s] of the BSS
- thr_A: throughput [Mbps] of the BSS
- d_A: packet delay [ms] of the BSS
- rts_lost_A: number of RTS lost by BSS A
- rts_sent_A: number of RTS sent by BSS A
- frames_lost_A: number of frames lost by BSS A
- frames_sent_A: number of frames sent by BSS A</dc:description>
  <dc:identifier>https://zenodo.org/record/4265898</dc:identifier>
  <dc:identifier>10.5281/zenodo.4265898</dc:identifier>
  <dc:identifier>oai:zenodo.org:4265898</dc:identifier>
  <dc:relation>doi:10.5281/zenodo.4265897</dc:relation>
  <dc:relation>url:https://zenodo.org/communities/mdm-dtic-upf</dc:relation>
  <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
  <dc:rights>https://creativecommons.org/licenses/by/4.0/legalcode</dc:rights>
  <dc:subject>Wi-Fi, WLAN, spectrum, primary channel, bandwidth</dc:subject>
  <dc:title>Self-contained 4-BSS's dataset of spectrum management in WLANs</dc:title>
  <dc:type>info:eu-repo/semantics/other</dc:type>
  <dc:type>dataset</dc:type>
</oai_dc:dc>
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