Dataset Open Access

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

Sergio Barrachina-Muñoz

Thesis supervisor(s)

Boris Bellalta

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

Files (84.2 MB)
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selfcontained_4bss_dataset.zip
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