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

Sergio Barrachina-Muñoz

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  <identifier identifierType="DOI">10.5281/zenodo.4265898</identifier>
      <creatorName>Sergio Barrachina-Muñoz</creatorName>
      <affiliation>Universitat Pompeu Fabra</affiliation>
    <title>Self-contained 4-BSS's dataset of spectrum management in WLANs</title>
    <subject>Wi-Fi, WLAN, spectrum, primary channel, bandwidth</subject>
    <contributor contributorType="Supervisor">
      <contributorName>Boris Bellalta</contributorName>
      <affiliation>Universitat Pompeu Fabra</affiliation>
    <date dateType="Issued">2020-11-10</date>
  <resourceType resourceTypeGeneral="Dataset"/>
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    <relatedIdentifier relatedIdentifierType="DOI" relationType="IsVersionOf">10.5281/zenodo.4265897</relatedIdentifier>
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    <rights rightsURI="">Creative Commons Attribution 4.0 International</rights>
    <rights rightsURI="info:eu-repo/semantics/openAccess">Open Access</rights>
    <description descriptionType="Abstract">&lt;p&gt;This folder contains the self-contained dataset of 4 BSS&amp;#39;s analyzed in the thesis by &lt;em&gt;Sergio Barrachina-Mu&amp;ntilde;oz, &amp;quot;Responsive Spectrum Management for Wireless Local Area Networks: from Heuristic-based Policies to Model-Free Reinforcement Learning&amp;quot;, 2020&lt;/em&gt;.&lt;/p&gt;

&lt;strong&gt;*** General info ***&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;The dataset has been generated simulating all the spectrum management configurations (including primary channel and maximum bandwidth) in a 4-BSS&amp;#39;s deploymment. Simulations have been performed with the Komondor wireless network simulator (&lt;a href=""&gt;;/a&gt;).&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;*** Dataset structure ***&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;The dataset is composed of 1 file, dataset.csv, containing all the combinations of spectrum management configurations.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;*** File format ***&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;The dataset.csv file is composed of 53 columns and 1679616 rows.&amp;nbsp;&lt;br&gt;
- Each column is a parameter or performance metric of the global spectrum management configuration, i.e., the configuration of all the BSS&amp;#39;s.&lt;br&gt;
- Each row is a realization of the global configuration.&lt;br&gt;
- Column sim_code refers to the simulation code.&lt;/p&gt;

&lt;p&gt;The colums for each BSS are (only showing for BSS A):&lt;br&gt;
- bss_A_code: code of the BSS&lt;br&gt;
- action_ix_A: action (or BSS configuration) index&lt;br&gt;
- status_ix_A: status index (combination of action and traffic load)&lt;br&gt;
- primary_A: primary channel of the BSS&lt;br&gt;
- max_bw_ix_A: index of the maximum allowed bandwidth of the BSS&lt;br&gt;
- load_ix_A: traffic load index of the BSS&lt;br&gt;
- load_A: traffic load [pkt/s] of the BSS&lt;br&gt;
- thr_A: throughput [Mbps] of the BSS&lt;br&gt;
- d_A: packet delay [ms] of the BSS&lt;br&gt;
- rts_lost_A: number of RTS lost by BSS A&lt;br&gt;
- rts_sent_A: number of RTS sent by BSS A&lt;br&gt;
- frames_lost_A: number of frames lost by BSS A&lt;br&gt;
- frames_sent_A: number of frames sent by BSS A&lt;/p&gt;</description>
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