A pipeline using discrete VAE compression of CSI data followed by causal discovery and LTL rule extraction yields a symbolic, causally interpretable classifier for human activity recognition with competitive performance.
AX-CSI: Enabling CSI extraction on commercial 802.11ax wi-fi platforms
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.AI 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Towards Causally Interpretable Wi-Fi CSI-Based Human Activity Recognition with Discrete Latent Compression and LTL Rule Extraction
A pipeline using discrete VAE compression of CSI data followed by causal discovery and LTL rule extraction yields a symbolic, causally interpretable classifier for human activity recognition with competitive performance.