This repository is the reproducibility package for the paper "Temporal Stability on Human Activity Recognition based on Wi-Fi CSI", submitted to the 13th International Conference on Indoor Positioning and Indoor Navigation (IPIN 2023). It contains all the data and code used for data processing and analysis, along with the software dependencies used. It includes a Dockerfile to build an environment (using Docker or Binder) satisfying all the requirements to reproduce the processes and analyses.The documents in this repository are licensed under a Creative Commons Attribution 4.0 International License. All contained code is licensed under the Apache License 2.0. The data used is licensed under a Open Data Commons Attribution License
This dataset has been used to study a CSI-based activity-recognition framework in the paper "Exposin...
In the WiFi protocol, channel state information (CSI) is the modulated as the fine-grained data to a...
Human continuous activity recognition, i.e. automatic inference of human behavior, plays an increasi...
In recent years, research on Wi-Fi sensing technology has developed rapidly. This technology automat...
This data-set consists of antenna-wise received signal strength (RSS) and channel state information ...
With the emergence of Internet of Things (IoT) applications in smart homes, Human Activity Recogniti...
Some pioneer WiFi signal based human activity recognition sys-tems have been proposed. Their key lim...
The joint of WiFi-based and vision-based human activity recognition has attracted increasing attenti...
The dataset of Wi-Fi signals was captured in three indoor environments. 30 subjects participated in ...
Wireless signals–based activity detection and recognition technology may be complementary to the exi...
With the advancement of wireless technologies and sensing methodologies, many studies have shown tha...
Recently, significant efforts have been made to explore human activity recognition (HAR) techniques ...
This dataset contains 980 802.11 Channel State Information captures for 11 activities performed in a...
The Internet of Things (IoT) has become quite popular due to advancements in Information and Communi...
Using Wi-Fi Channel State Information (CSI) is a novel way of environmental sensing and human activi...
This dataset has been used to study a CSI-based activity-recognition framework in the paper "Exposin...
In the WiFi protocol, channel state information (CSI) is the modulated as the fine-grained data to a...
Human continuous activity recognition, i.e. automatic inference of human behavior, plays an increasi...
In recent years, research on Wi-Fi sensing technology has developed rapidly. This technology automat...
This data-set consists of antenna-wise received signal strength (RSS) and channel state information ...
With the emergence of Internet of Things (IoT) applications in smart homes, Human Activity Recogniti...
Some pioneer WiFi signal based human activity recognition sys-tems have been proposed. Their key lim...
The joint of WiFi-based and vision-based human activity recognition has attracted increasing attenti...
The dataset of Wi-Fi signals was captured in three indoor environments. 30 subjects participated in ...
Wireless signals–based activity detection and recognition technology may be complementary to the exi...
With the advancement of wireless technologies and sensing methodologies, many studies have shown tha...
Recently, significant efforts have been made to explore human activity recognition (HAR) techniques ...
This dataset contains 980 802.11 Channel State Information captures for 11 activities performed in a...
The Internet of Things (IoT) has become quite popular due to advancements in Information and Communi...
Using Wi-Fi Channel State Information (CSI) is a novel way of environmental sensing and human activi...
This dataset has been used to study a CSI-based activity-recognition framework in the paper "Exposin...
In the WiFi protocol, channel state information (CSI) is the modulated as the fine-grained data to a...
Human continuous activity recognition, i.e. automatic inference of human behavior, plays an increasi...