DSRC Vehicle Communications
Donated on 12/12/2017
This set Provides data regarding wireless communications between vehicles and road side units. two separate data sets are provided (normal scenario) and in the presence of attacker (jammer).
Dataset Characteristics
Sequential, Text
Subject Area
Computer Science
Associated Tasks
Clustering
Feature Type
Real
# Instances
10000
# Features
5
Dataset Information
Additional Information
Communications were setup based on IEEE 802.11p standards at 5.9Ghz. 10BSM (Basic Service messages) per second. Using Control Channel (Ch172) a 10 Mhz channel. Also Attached a clean version in spreadsheets for each dataset (jammed and normal)
Has Missing Values?
No
Variable Information
Txnid Transmitted node ID number Rxnid- Received Node Id number RSS- Received Signal Strength in dbm BER- Packet Error Rate RSSI- Received Signal Strength Indicator SNR- Signal to noise ratio
Dataset Files
| File | Size |
|---|---|
| VANET dataset/Normal/60 OBU.txt | 106 MB |
| VANET dataset/Normal/40 OBU.txt | 52.5 MB |
| VANET dataset/Normal/20 OBU.txt | 16.2 MB |
| VANET dataset/Jammer/100 OBU w jammer.txt | 13 MB |
| VANET dataset/Jammer/80 OBU w jammer.txt | 5.7 MB |
0 to 5 of 17
Reviews
There are no reviews for this dataset yet.
pip install ucimlrepo
from ucimlrepo import fetch_ucirepo # fetch dataset dsrc_vehicle_communications = fetch_ucirepo(id=415) # data (as pandas dataframes) X = dsrc_vehicle_communications.data.features y = dsrc_vehicle_communications.data.targets # metadata print(dsrc_vehicle_communications.metadata) # variable information print(dsrc_vehicle_communications.variables)
Malebary, S. (2016). DSRC Vehicle Communications [Dataset]. UCI Machine Learning Repository. https://doi.org/10.24432/C5R615.
Creators
Sharaf Malebary
DOI
License
This dataset is licensed under a Creative Commons Attribution 4.0 International (CC BY 4.0) license.
This allows for the sharing and adaptation of the datasets for any purpose, provided that the appropriate credit is given.