Zhelun Wang; Ying Liu; Zhiyong Tao

Generalized cross-domain sensing is a crucial step in driving the Internet of Everything. This dataset provides CSI information of Wi-Fi for different recognition tasks (gesture vs. gait) as well as DFS and (Absolute Distance Profile) ADP for researchers to validate the ADP. The ADP was tested on both the CNN-RNN networks that we utilized with parameter settings comparable to Widar 3.0, trained for 100 cycles. Then, we attach the confusion matrix for different tasks, which has been shown in the folder of the same level as the dataset, and you can refer to it for your reference.

Dataset Files

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[1] Zhelun Wang, "D-Sense: Generalizing Datasets for Cross-Domain Wireless Sensing", IEEE Dataport, 2024. [Online]. Available: http://dx.doi.org/10.21227/zrmf-b356. Accessed: Feb. 05, 2025.
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doi = {10.21227/zrmf-b356},
url = {http://dx.doi.org/10.21227/zrmf-b356},
author = {Zhelun Wang },
publisher = {IEEE Dataport},
title = {D-Sense: Generalizing Datasets for Cross-Domain Wireless Sensing},
year = {2024} }
TY - DATA
T1 - D-Sense: Generalizing Datasets for Cross-Domain Wireless Sensing
AU - Zhelun Wang
PY - 2024
PB - IEEE Dataport
UR - 10.21227/zrmf-b356
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Zhelun Wang. (2024). D-Sense: Generalizing Datasets for Cross-Domain Wireless Sensing. IEEE Dataport. http://dx.doi.org/10.21227/zrmf-b356
Zhelun Wang, 2024. D-Sense: Generalizing Datasets for Cross-Domain Wireless Sensing. Available at: http://dx.doi.org/10.21227/zrmf-b356.
Zhelun Wang. (2024). "D-Sense: Generalizing Datasets for Cross-Domain Wireless Sensing." Web.
1. Zhelun Wang. D-Sense: Generalizing Datasets for Cross-Domain Wireless Sensing [Internet]. IEEE Dataport; 2024. Available from : http://dx.doi.org/10.21227/zrmf-b356
Zhelun Wang. "D-Sense: Generalizing Datasets for Cross-Domain Wireless Sensing." doi: 10.21227/zrmf-b356