Dataset Open Access

WACA WiFi 5-GHz dataset

Sergio Barrachina-Muñoz; Boris Bellalta; Edward Knightly

Dublin Core Export

<?xml version='1.0' encoding='utf-8'?>
<oai_dc:dc xmlns:dc="" xmlns:oai_dc="" xmlns:xsi="" xsi:schemaLocation="">
  <dc:creator>Sergio Barrachina-Muñoz</dc:creator>
  <dc:creator>Boris Bellalta</dc:creator>
  <dc:creator>Edward Knightly</dc:creator>
  <dc:description>This folder contains the dataset presented in "Sergio Barrachina-Muñoz, Boris Bellalta, and Edward Knightly. 2020. Wi-Fi All-Channel Analyzer. WinTech (2020)".

Please, refer to the GitHub repository for more details:

*** Dataset structure ***
The dataset is composed of 11 scenarios, each with a corresponding folder (campaign duration within brackets):

	1_RVA: Rice Village Apartments, Houston; Apartment; 15th February 2019; 9600 iterations (~1 day)
	2_RNG: Rice Networks Group, Houston; Campus office; 19th February 2019; 8750 iterations (~1 day)
	3_TFA: Technology for All, Houston; Community center; 20th February 2019; 8609 iterations (~1 day)
	4_FLO: Flo Paris (at Rice Village), Houston; Cafe; 23rd February 2019; 413 iterations (~1 hour)
	5_VIL: Rice Village parking lot, Houston; Shopping mall; 23rd February 2019; 125 iterations (~20 min)
	6_FEL: La Sagrera neighborhood, Barcelona; Apartment; 25th March 2019; 59500 iterations (~1 week)
	7_WNO: Wireless Networking, Barcelona; Campus office; 3rd April 2019; 9600 iterations (~1 day)
	8_22A: 22@ neighborhood, Barcelona; Office area; 2nd July 2019; 9600 iterations (~1 day)
	9_GAL: Hotel Gallery, Barcelona; Downtown hotel; 10th July 2019; 9706 iterations (~1 day)
	10_SAG: Sagrada Familia, Barcelona; Apartment; 11th February 2019; 38192 iterations (~4 days)
	11_FCB: Camp Nou stadium, Barcelona; Futbol (soccer) Stadium; 4th August; 2001 iterations (~ 5 hours)

*** File format ***

	RSSI measurements are stored in .mat files inside each scenario folder.
	.mat files are named "it&lt;iteration number&gt;_&lt;mm-dd-yy&gt;_&lt;hh:mm:ss&gt;.mat". For instance file "it0251_02-19-19_08-03-09.mat" refers to iteration number 251, initiated on 19th February 2019 at 08:03:09.
	Every .mat file contains 24 arrays 10000x1, one per basic channel, where the ith element represents the RSSI value at sample i (of duration 10 microseconds) inside the iteration (of duration 1 second).
	The RSSI value is given in the units of the MAX2829 transceiver (10-bit values). Please, refer to the transceiver datasheet or to our GitHub repository to see how to convert from 10-bit values to dBm.
	Finally, every scenario folder also contains the "experiment_general.mat". This file is auxiliary and contains different constants of interest related to the configuration of the campaigns.

*** How do I process the dataset? ***
We provide the RSSI measurements for every channel in every scenario. You may generate a Matlab snippet to process the data.
Nevertheless, the Matlab code we used in the paper "Sergio Barrachina-Muñoz, Boris Bellalta, and Edward Knightly. 2020. Wi-Fi All-Channel Analyzer. WinTech (2020)" can be found in the GitHub repository.</dc:description>
  <dc:subject>5-GHz band</dc:subject>
  <dc:title>WACA WiFi 5-GHz dataset</dc:title>
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