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# _LoRadar_
![Overview of LoRaWAN communication and breakdown of LoRadar (Version 1)](https://drive.google.com/uc?export=view&id=1MKsdDbceHVgKC9ZMwL1FuyNo4fZK0WaD)
![Overview of LoRaWAN communication and breakdown of LoRadar (Version 1).](https://drive.google.com/uc?export=view&id=1MKsdDbceHVgKC9ZMwL1FuyNo4fZK0WaD)
## Introduction
LoRa is the physical layer access technology that employs a variant of the chirp spreadspectrum modulation, allowing low powered transmission of small data rates (0.3 kbps to 50 kbps) over a long distances (up to 15 km in suburban and 2 km in dense urban areas). LoRaWAN is a star topology network architecture developed on top of LoRa physical layer for communication between a gateway and an IoT sensor.
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Instructions for each version are provided in their corresponding directory.
![Summary of the LoRadar versions.](https://drive.google.com/uc?export=view&id=1OKXoblexwRSbd8lldo-9EEsxAR2Xif-K)
## Data collection and information extraction
Once the data is collected, various sensor and network information are extracted from our python script, and outputed as a csv file:
- Unqiue device ID of each sensor
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## Visualization
The extracted information can also be visualized on a web dashboard, through Kibana from the Elasticsearch-Logstash-Kibana (ELK) stack. Instructions on installing and setting up the Kibana dashboard is found in the 'Kibana' directory.
![A screenshot of the Kibana dashboard](https://drive.google.com/uc?export=view&id=1sM8tS8UqK4CDGhlQFkQ7e9hJQtHtDFv5)
![A screenshot of the Kibana dashboard.](https://drive.google.com/uc?export=view&id=1sM8tS8UqK4CDGhlQFkQ7e9hJQtHtDFv5)