Datasets
Open Access
Cellular Received Signal Strength Indicator Dataset
- Citation Author(s):
- Submitted by:
- simon karanja
- Last updated:
- Tue, 05/17/2022 - 22:21
- DOI:
- 10.21227/s8zh-8875
- Data Format:
- Link to Paper:
- License:
- Categories:
- Keywords:
Abstract
This data presents the Reference Signal Received power for LTE, GSM and HSPA. The Mobile signal measurement were taken around Covenant University, Nigeria. The experiment setup was on an indoor scenario. The data was collected to investigate the best network for Mobile subscribers on roaming services and local subscriber's high performance and data rates. After the experiment, Exploratory Data Analysis (EDA) was used to visualize the best Network; The data can be applied to determine the network services providing the best QoS between 4th Generation LTE/4G, 3rd generation UMTS/HSPA, and GSM. The data is vital for indoor localization applications and the mobile network provider for network optimizationThe experiment was conducted between July 1 and July 30, 2020. Measurements were taken from 7:30 am to 11.00 pm. The primary device collected data at an interval of 30 minutes within the time range, while the supporting devices randomly collected data during the day.
Instructions
· The data contain screenshots of the raw data measured
· The data contain Excel files in CSV format of the raw data and CSV file of processed and classified data
· The read me file (.txt) is attached with the password for the raw data Excel workbook
The tool used to analyse the data is python juypter notebook. the scripts are uploaded.
Dataset Files
- Excel Raw data Raw RSS July Data.xlsx (182.74 kB)
- Excel sorted data RSS_IEEE_Dataport.csv (110.59 kB)
- Excel sorted data RSS_data_in_Brief.csv (128.06 kB)
- Serving MCC data, Lng & latitude information RSS_Network_Inf0.csv (769 bytes)
- Read me file with Excel workbook password Read me.txt (139 bytes)
- Python Script Cellular Received Signal Strength Indicator Dataset Analysis file (IEEE Dataport).py (2.26 kB)
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Documentation
Attachment | Size |
---|---|
Read me file with Excel workbook password | 426 bytes |
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