Dataset Open Access

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

Sergio Barrachina-Muñoz


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    <subfield code="a">&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;p&gt;-------------------------------------------------------------&lt;br&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="https://github.com/wn-upf/Komondor"&gt;https://github.com/wn-upf/Komondor&lt;/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;</subfield>
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