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

Sergio Barrachina-Muñoz


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    "description": "<p>This folder contains the self-contained dataset of 4 BSS&#39;s analyzed in the thesis by <em>Sergio Barrachina-Mu&ntilde;oz, &quot;Responsive Spectrum Management for Wireless Local Area Networks: from Heuristic-based Policies to Model-Free Reinforcement Learning&quot;, 2020</em>.</p>\n\n<p>-------------------------------------------------------------<br>\n<strong>*** General info ***</strong></p>\n\n<p>The dataset has been generated simulating all the spectrum management configurations (including primary channel and maximum bandwidth) in a 4-BSS&#39;s deploymment. Simulations have been performed with the Komondor wireless network simulator (<a href=\"https://github.com/wn-upf/Komondor\">https://github.com/wn-upf/Komondor</a>).</p>\n\n<p><strong>*** Dataset structure ***</strong></p>\n\n<p>The dataset is composed of 1 file, dataset.csv, containing all the combinations of spectrum management configurations.</p>\n\n<p><strong>*** File format ***</strong></p>\n\n<p>The dataset.csv file is composed of 53 columns and 1679616 rows.&nbsp;<br>\n- Each column is a parameter or performance metric of the global spectrum management configuration, i.e., the configuration of all the BSS&#39;s.<br>\n- Each row is a realization of the global configuration.<br>\n- Column sim_code refers to the simulation code.</p>\n\n<p>The colums for each BSS are (only showing for BSS A):<br>\n- bss_A_code: code of the BSS<br>\n- action_ix_A: action (or BSS configuration) index<br>\n- status_ix_A: status index (combination of action and traffic load)<br>\n- primary_A: primary channel of the BSS<br>\n- max_bw_ix_A: index of the maximum allowed bandwidth of the BSS<br>\n- load_ix_A: traffic load index of the BSS<br>\n- load_A: traffic load [pkt/s] of the BSS<br>\n- thr_A: throughput [Mbps] of the BSS<br>\n- d_A: packet delay [ms] of the BSS<br>\n- rts_lost_A: number of RTS lost by BSS A<br>\n- rts_sent_A: number of RTS sent by BSS A<br>\n- frames_lost_A: number of frames lost by BSS A<br>\n- frames_sent_A: number of frames sent by BSS A</p>", 
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    "title": "Self-contained 4-BSS's dataset of spectrum management in WLANs", 
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    "keywords": [
      "Wi-Fi, WLAN, spectrum, primary channel, bandwidth"
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    "publication_date": "2020-11-10", 
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