Datasets
Standard Dataset
RSSI data in different environments for locolization and transfer learning
- Citation Author(s):
- Submitted by:
- LIUYI YANG
- Last updated:
- Fri, 05/10/2024 - 05:57
- DOI:
- 10.21227/s8sy-gc66
- License:
156 Views- Categories:
- Keywords:
Abstract
This is the dataset of received signal strength indicator (RSSI) from Wi-Fi routers in different environments.
RSSI was collected by a person holding an Android tablet within one hour
in S301, Graduate School of Informatic Science (Main Building), Kobe University, Japan.
We collected the RSSI between the terminal and Wi-Fi routers
per second 30 times at 20 reference points with doors open.
Then, we collected RSSI data again with doors closed.
The distance between reference points is greater than or equal to 2 m.
We limited our experiment to data from four routers in our research lab,
even though the terminal could detect signals from other routers.
Location of reference points and routers are shown in file 'ExperimentEnvironmentLayout.pdf'.
Description
This is the dataset of received signal strength indicator (RSSI) from Wi-Fi routers
RSSI was collected by a person holding an Android tablet within one hour
in S301, Graduate School of Informatic Science (Main Building), Kobe University, Japan.
We collected the RSSI between the terminal and Wi-Fi routers
per second 30 times at 20 reference points with doors open.
Then, we collected RSSI data again with doors closed.
The distance between reference points is greater than or equal to 2 m.
We limited our experiment to data from four routers in our research lab,
even though the terminal could detect signals from other routers.
Location of reference points and routers are shown in file 'ExperimentEnvironmentLayout.pdf'.
Data Dictionary
The first column in tables is labels of reference points.
The other columns in tables are RSSI data.
