This paper presents the methodology and outcomes of a comprehensive dataset collection using ESP32-Nodemcu devices and the ESP32-CSI Toolkit. The dataset, designed to explore the capabilities of Channel State Information (CSI) in distinguishing human activities, was collected in a controlled indoor environment under three scenarios: single-user, two-user, and three-user setups.

DOI Link: 
10.21227/e6c6-aa21
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[1] Hari Prabhat Gupta, Salla Jahnavi, Mansi Bhavikbhai, Rahul Mishra, "Channel State Information Dataset for Multi-Human Activity Recognition in Indoor Environments", IEEE Dataport, 2024. [Online]. Available: http://dx.doi.org/10.21227/e6c6-aa21. Accessed: Mar. 13, 2025.
@data{e6c6-aa21-24,
doi = {10.21227/e6c6-aa21},
url = {http://dx.doi.org/10.21227/e6c6-aa21},
author = {Hari Prabhat Gupta; Salla Jahnavi; Mansi Bhavikbhai; Rahul Mishra },
publisher = {IEEE Dataport},
title = {Channel State Information Dataset for Multi-Human Activity Recognition in Indoor Environments},
year = {2024} }
TY - DATA
T1 - Channel State Information Dataset for Multi-Human Activity Recognition in Indoor Environments
AU - Hari Prabhat Gupta; Salla Jahnavi; Mansi Bhavikbhai; Rahul Mishra
PY - 2024
PB - IEEE Dataport
UR - 10.21227/e6c6-aa21
ER -
Hari Prabhat Gupta, Salla Jahnavi, Mansi Bhavikbhai, Rahul Mishra. (2024). Channel State Information Dataset for Multi-Human Activity Recognition in Indoor Environments. IEEE Dataport. http://dx.doi.org/10.21227/e6c6-aa21
Hari Prabhat Gupta, Salla Jahnavi, Mansi Bhavikbhai, Rahul Mishra, 2024. Channel State Information Dataset for Multi-Human Activity Recognition in Indoor Environments. Available at: http://dx.doi.org/10.21227/e6c6-aa21.
Hari Prabhat Gupta, Salla Jahnavi, Mansi Bhavikbhai, Rahul Mishra. (2024). "Channel State Information Dataset for Multi-Human Activity Recognition in Indoor Environments." Web.
1. Hari Prabhat Gupta, Salla Jahnavi, Mansi Bhavikbhai, Rahul Mishra. Channel State Information Dataset for Multi-Human Activity Recognition in Indoor Environments [Internet]. IEEE Dataport; 2024. Available from : http://dx.doi.org/10.21227/e6c6-aa21
Hari Prabhat Gupta, Salla Jahnavi, Mansi Bhavikbhai, Rahul Mishra. "Channel State Information Dataset for Multi-Human Activity Recognition in Indoor Environments." doi: 10.21227/e6c6-aa21