aariflhoussaine/Indoor-lorawan-multienvironment-dataset-sample

Partial dataset (8,774 packets) of indoor LoRaWAN measurements (RSSI, SNR, frequency offset) across residential, laboratory, multi-floor, and underground industrial environments in Casablanca, Morocco. Sample of a 43,100-packet campaign. # Indoor LoRaWAN Multi-Environment Dataset (Partial Release) ## Overview This repository contains a **partial sample** of the raw LoRaWAN uplink measurement dataset collected for the study: > Aarif, L., Ahaidous, K., Tabaa, M., Hachimi, H., Monteiro, F. \*Empirical > Characterization and Machine Learning-Based Classification of Indoor LoRaWAN > Propagation Environments.\* The full study reports a total of **43,100 packets** collected across four indoor environments (Table 6 of the paper). **This release contains 8,774 packets** (≈20% of the full dataset) and is provided as a representative sample to support transparency and partial reproducibility while the complete dataset is prepared for a subsequent release. Please contact the corresponding author (l.aarif@emsi.ma) for access to the complete dataset. ## Files and Environment Mapping Each CSV file corresponds to one measurement campaign, as described in Section 3.2 of the paper. Files are named ` \_ .csv`, matching the four environment classes used in the machine learning classification (Section 4.2) and the class distribution reported in Table 6. |File|Environment (paper §3.2)|Condition|Rows|Nodes present in this sample| |-|-|-|-|-| |`Residential\_LOS.csv`|Residential (apartment)|Line-of-sight|692|Node1–Node3| |`Residential\_NLOS.csv`|Residential (apartment)|Non-line-of-sight|1,266|Node1–Node9| |`Laboratory\_LOS.csv`|Research Laboratory|Line-of-sight|718|noeud1–noeud4| |`Laboratory\_NLOS.csv`|Research Laboratory|Non-line-of-sight|697|noeud1–noeud4| |`MultiFloorBuilding\_NLOS.csv`|Multi-floor building (EMSI, 5 floors)|Non-line-of-sight (only condition tested)|3,361|noeud1–noeud6| |`UndergroundIndustrial\_Scenario1.csv`|Underground Industrial (pilot plant)|Scenario 1 (mixed LOS/NLOS)|1,049|noeud1–noeud7| |`UndergroundIndustrial\_Scenario2.csv`|Underground Industrial (pilot plant)|Scenario 2 (NLOS)|991|noeud1–noeud7| |**Total**|||**8,774**|| **Note on the four ML classes.** For the supervised classification …