Data underlying the publication: A zone-based Wi-Fi fingerprinting indoor positioning system for factory noise mapping
What's in it
# Dataset and scripts: A zone-based Wi-Fi fingerprinting indoor positioning system for factory noise mapping ## Overview This dataset supports research on zone-based Wi-Fi fingerprinting indoor positioning systems and factory noise mapping. It includes Wi-Fi RSSI (Received Signal Strength Indicator) data, noise levels, zone information, and timestamps, which can be used to develop models for indoor positioning, zone classification, and noise mapping within factory environments. ## Dataset 1. RSSI_rawdata_4days_sample200_37zone.csvRaw RSSI measurements collected across 37 zones over four days. Each row contains RSSI values from six access points (AP1-AP6) and the corresponding zone label. Columns: AP1-AP6: RSSI values (in dBm) for six Wi-Fi access points.label: Zone ID (integer) where the data was collected.Purpose:Used for training and evaluating machine learning models for indoor positioning and zone classification. 2. RSSI_fluctuate_6AP_Sample400.csvWi-Fi RSSI fluctuations collected from six access points (AP1-AP6) at the same location, with 400 samples to analyze signal stability. Columns: AP1-AP6: RSSI values (in dBm) for six access points.Purpose:Analyzed for signal …
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