Datasets
Standard Dataset
Parking and unparking events
- Citation Author(s):
- Submitted by:
- Carles Pous-Sabadi
- Last updated:
- Fri, 09/13/2024 - 12:05
- DOI:
- 10.21227/nzgc-6p78
- Data Format:
- License:
70 Views- Categories:
- Keywords:
Abstract
This data was collected using a Bosch Parking Lot Sensor (TPS110 EU) placed in a time-limited public parking space over a period of two months. Each time the sensor detected a change in the parking status, it transmitted the new state via The Things Stack LoRaWAN network to the server. When a car parked in the space, the sensor changed its state from "free" to "occupied," and when the car vacated the space, the state changed back to "free." The sensor communicated its data through a Multitech LoRa Gateway, located 960 meters away from the sensor with a height difference of 116 meters.
The data is stored in a CSV file containing 614 instances, without a header. However, each data point is identified by its respective name. The dataset includes the transmitted parking state along with key parameters used in the LoRa transmission, such as Spreading Factor (SF), coding rate, bandwidth, frequency channel, and timestamp. Additionally, the data includes information about the Received Signal Strength Indicator (RSSI), signal-to-noise ratio (SNR) of the signal received by the gateway, Time on Air (ToA), and the sensor's geolocation coordinates. The dataset serves for parking user behavior analysis.
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The data is stored in a CSV file containing 614 instances, without a header. However, each data point is identified by its respective name. The dataset includes the transmitted parking state along with key parameters used in the LoRa transmission, such as Spreading Factor (SF), coding rate, bandwidth, frequency channel, and timestamp. Additionally, the data includes information about the Received Signal Strength Indicator (RSSI), signal-to-noise ratio (SNR) of the signal received by the gateway, Time on Air (ToA), and the sensor's geolocation coordinates.
