Paper Citation Record · LEDGER

MORIC: CSI Delay-Doppler Decomposition for Robust Wi-Fi-based Human Activity Recognition

As of 9 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 2 inbound Pith citation observations for arXiv:2506.12997.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2506.12997 v4

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:43:04.650510Z

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T16:58:45.218793Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-06T16:58:46.681433Z

Reference resolution

37 of 37 outbound references displayed

verified exact0
verified fuzzy34
unresolved3
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 32802cb9-05fe-40ca-aa5e-28e047d2b9d3 · outbound

This paper cites Wifi-based human sensing with deep learning: Recent advances, challenges, and opportunities,.

MORIC: CSI Delay-Doppler Decomposition for Robust Wi-Fi-based Human Activity Recognition Wifi-based human sensing with deep learning: Recent advances, challenges, and opportunities,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:43:08.838525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e9c720f7-5854-47dd-9ab2-98ab8dfcee80 · outbound

This paper cites Evaluating self-supervised learning for wifi csi-based human activity recognition,.

MORIC: CSI Delay-Doppler Decomposition for Robust Wi-Fi-based Human Activity Recognition Evaluating self-supervised learning for wifi csi-based human activity recognition,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:43:08.736491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 30d40012-8ad3-4691-9a1d-a3763a9c42a9 · outbound

This paper cites Ml-track: Passive human tracking using wifi multi-link round-trip csi and particle filter,.

MORIC: CSI Delay-Doppler Decomposition for Robust Wi-Fi-based Human Activity Recognition Ml-track: Passive human tracking using wifi multi-link round-trip csi and particle filter,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:43:08.590074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 804d8b69-c56e-48a4-8dab-4fd52d620d75 · outbound

This paper cites Pa-count: Passenger counting in vehicles using wi-fi signals,.

MORIC: CSI Delay-Doppler Decomposition for Robust Wi-Fi-based Human Activity Recognition Pa-count: Passenger counting in vehicles using wi-fi signals,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:43:08.452617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b3310fa3-4055-495a-8e09-81d7f3bb39af · outbound

This paper cites Wi-actigraph: Wi-fi csi sensing for sleep disturbances in the care of older people,.

MORIC: CSI Delay-Doppler Decomposition for Robust Wi-Fi-based Human Activity Recognition Wi-actigraph: Wi-fi csi sensing for sleep disturbances in the care of older people,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:43:08.328444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8cb160f3-4037-460a-aeb1-23832b3ec605 · outbound

This paper cites Wi-fi sensing based on ieee 802.11 bf,.

MORIC: CSI Delay-Doppler Decomposition for Robust Wi-Fi-based Human Activity Recognition Wi-fi sensing based on ieee 802.11 bf,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:43:08.173211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c1d9c4b4-dab6-4fb4-8992-2e0c456b4536 · outbound

This paper cites An overview on ieee 802.11 bf: Wlan sensing,.

MORIC: CSI Delay-Doppler Decomposition for Robust Wi-Fi-based Human Activity Recognition An overview on ieee 802.11 bf: Wlan sensing,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:43:08.055482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f23eaf38-1af6-4f8f-8525-85481f6038fc · outbound

This paper cites A survey on behavior recognition using wifi channel state information,.

MORIC: CSI Delay-Doppler Decomposition for Robust Wi-Fi-based Human Activity Recognition A survey on behavior recognition using wifi channel state information,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:43:07.931334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6189cce1-4dbc-4087-8b38-98fed3d19c7d · outbound

This paper cites Litehar: Lightweight human activity recog- nition from wifi signals with random convolution kernels,.

MORIC: CSI Delay-Doppler Decomposition for Robust Wi-Fi-based Human Activity Recognition Litehar: Lightweight human activity recog- nition from wifi signals with random convolution kernels,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:43:07.830634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2b542319-c5ad-4755-810f-0d2fe00651df · outbound

This paper cites A multiple wifi sensors assisted human activity recognition scheme for smart home,.

MORIC: CSI Delay-Doppler Decomposition for Robust Wi-Fi-based Human Activity Recognition A multiple wifi sensors assisted human activity recognition scheme for smart home,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:43:07.721991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c0152039-3735-43bf-a3e6-197316da1dc9 · outbound

This paper cites Fresnel zone- based voting with capsule networks for human activity recognition from channel state information,.

MORIC: CSI Delay-Doppler Decomposition for Robust Wi-Fi-based Human Activity Recognition Fresnel zone- based voting with capsule networks for human activity recognition from channel state information,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:43:07.643360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 14af1725-e2db-4799-89ba-e8ebb5519768 · outbound

This paper cites A study on the lightweight and fast response gru techniques for indoor continuous motion recognition based on wi-fi csi,.

MORIC: CSI Delay-Doppler Decomposition for Robust Wi-Fi-based Human Activity Recognition A study on the lightweight and fast response gru techniques for indoor continuous motion recognition based on wi-fi csi,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:43:07.536137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation da8990ff-73df-4cb9-a20a-c9c4ebf9ead7 · outbound

This paper cites Csi-glstn: A location-independent csi human activity recognition method based on spatio-temporal and channel feature fusion,.

MORIC: CSI Delay-Doppler Decomposition for Robust Wi-Fi-based Human Activity Recognition Csi-glstn: A location-independent csi human activity recognition method based on spatio-temporal and channel feature fusion,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:43:07.446469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d152eb68-0521-4172-8481-b3d91804c572 · outbound

This paper cites Rosefi: A robust sedentary behavior monitoring system with commodity wifi devices,.

MORIC: CSI Delay-Doppler Decomposition for Robust Wi-Fi-based Human Activity Recognition Rosefi: A robust sedentary behavior monitoring system with commodity wifi devices,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:43:07.340625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2ed40a87-3a12-4050-ac7b-a0c9cf6ad57b · outbound

This paper cites Wifi csi-based device-free sensing: from fresnel zone model to csi-ratio model,.

MORIC: CSI Delay-Doppler Decomposition for Robust Wi-Fi-based Human Activity Recognition Wifi csi-based device-free sensing: from fresnel zone model to csi-ratio model,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T00:43:02.844162Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3190deb6-0bbe-4c69-8c24-a233014baadb · outbound

This paper cites Fewsense, towards a scalable and cross-domain wi-fi sensing system using few-shot learning,.

MORIC: CSI Delay-Doppler Decomposition for Robust Wi-Fi-based Human Activity Recognition Fewsense, towards a scalable and cross-domain wi-fi sensing system using few-shot learning,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:43:07.249990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f482351c-798e-44bf-a93c-62bdfcaf1abd · outbound

This paper cites Exposing data leakage in wi-fi csi-based human action recogni- tion: A critical analysis,.

MORIC: CSI Delay-Doppler Decomposition for Robust Wi-Fi-based Human Activity Recognition Exposing data leakage in wi-fi csi-based human action recogni- tion: A critical analysis,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:43:07.137029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 090b04f3-c818-4604-8b4d-6e2549540845 · outbound

This paper cites Sharp: Environment and person independent activity recognition with commodity ieee 802.11 access points,.

MORIC: CSI Delay-Doppler Decomposition for Robust Wi-Fi-based Human Activity Recognition Sharp: Environment and person independent activity recognition with commodity ieee 802.11 access points,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:43:07.044200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 08098907-45dc-4464-a9aa-ad33c48e68a7 · outbound

This paper cites Afall: Wi-fi- based device-free fall detection system using spatial angle of arrival,.

MORIC: CSI Delay-Doppler Decomposition for Robust Wi-Fi-based Human Activity Recognition Afall: Wi-fi- based device-free fall detection system using spatial angle of arrival,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:43:06.934947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e3020f09-b11c-49d0-a12a-50c12837f59e · outbound

This paper cites Widar3. 0: Zero-effort cross-domain gesture recognition with wi-fi,.

MORIC: CSI Delay-Doppler Decomposition for Robust Wi-Fi-based Human Activity Recognition Widar3. 0: Zero-effort cross-domain gesture recognition with wi-fi,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:43:06.829159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 72a8212e-e05e-45f4-be09-c05f59204707 · outbound

This paper cites Least squares methods,.

MORIC: CSI Delay-Doppler Decomposition for Robust Wi-Fi-based Human Activity Recognition Least squares methods,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:43:06.727260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c663c7fd-4631-47fe-9d07-82a20feb09dd · outbound

This paper cites Impact of antenna correlation on the capacity of multiantenna channels,.

MORIC: CSI Delay-Doppler Decomposition for Robust Wi-Fi-based Human Activity Recognition Impact of antenna correlation on the capacity of multiantenna channels,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:43:06.603360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c905067e-8a9d-45d0-8b3e-99ac8409d971 · outbound

This paper cites Wifi sensing with channel state information: A survey,.

MORIC: CSI Delay-Doppler Decomposition for Robust Wi-Fi-based Human Activity Recognition Wifi sensing with channel state information: A survey,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:43:06.474023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b2850343-16b8-4fbd-b288-1b4568bd2e2d · outbound

This paper cites Decimeter ranging with channel state information,.

MORIC: CSI Delay-Doppler Decomposition for Robust Wi-Fi-based Human Activity Recognition Decimeter ranging with channel state information,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:43:06.337179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b57ccd42-b593-4924-b7da-f54578a0f067 · outbound

This paper cites Correlation properties in channels with von mises-fisher distribution of scatterers,.

MORIC: CSI Delay-Doppler Decomposition for Robust Wi-Fi-based Human Activity Recognition Correlation properties in channels with von mises-fisher distribution of scatterers,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:43:06.224756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 146148e4-26e5-4755-9248-b326076ed11c · outbound

This paper cites Estimating and interpreting the instantaneous frequency of a signal-part 1: Fundamentals,.

MORIC: CSI Delay-Doppler Decomposition for Robust Wi-Fi-based Human Activity Recognition Estimating and interpreting the instantaneous frequency of a signal-part 1: Fundamentals,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:43:06.109704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation adcde1f3-6b9e-4fbe-9ac2-8e7b1ea73191 · outbound

This paper cites Adaptive spectral doppler estimation,.

MORIC: CSI Delay-Doppler Decomposition for Robust Wi-Fi-based Human Activity Recognition Adaptive spectral doppler estimation,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:43:05.974416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 901566f4-da86-421e-9c04-bf1d64893156 · outbound

This paper cites Doppler estimation using a coherent ultrawide-band random noise radar,.

MORIC: CSI Delay-Doppler Decomposition for Robust Wi-Fi-based Human Activity Recognition Doppler estimation using a coherent ultrawide-band random noise radar,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:43:05.839156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d2d2698f-a80c-4434-bd13-59f8c97932ac · outbound

This paper cites Doppler power spectrum in channels with von mises-fisher distribution of scatterers,.

MORIC: CSI Delay-Doppler Decomposition for Robust Wi-Fi-based Human Activity Recognition Doppler power spectrum in channels with von mises-fisher distribution of scatterers,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:43:05.705934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 081847ce-2996-4851-b4bd-33aad873aa77 · outbound

This paper cites Random convolution kernels with multi-scale decomposition for preterm eeg inter-burst detection,.

MORIC: CSI Delay-Doppler Decomposition for Robust Wi-Fi-based Human Activity Recognition Random convolution kernels with multi-scale decomposition for preterm eeg inter-burst detection,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:43:05.580393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 894955bc-0709-489a-986b-cdd31900b9d6 · outbound

This paper cites Joint human orientation-activity recognition using wifi signals for human-machine inter- action,.

MORIC: CSI Delay-Doppler Decomposition for Robust Wi-Fi-based Human Activity Recognition Joint human orientation-activity recognition using wifi signals for human-machine inter- action,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:43:05.437428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3e16ea7e-a794-4962-b7c1-8921088dfdcd · outbound

This paper cites Rocket: exceptionally fast and accurate time series classification using random convolutional kernels,.

MORIC: CSI Delay-Doppler Decomposition for Robust Wi-Fi-based Human Activity Recognition Rocket: exceptionally fast and accurate time series classification using random convolutional kernels,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:43:05.280258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3b84afda-bc97-4d37-84c6-edd5a5c393db · outbound

This paper cites Generalized hampel filters,.

MORIC: CSI Delay-Doppler Decomposition for Robust Wi-Fi-based Human Activity Recognition Generalized hampel filters,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:43:05.157664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation dae5c113-bcc8-43ce-bee4-9103adc3d5ee · outbound

This paper cites Predicting good probabilities with supervised learning,.

MORIC: CSI Delay-Doppler Decomposition for Robust Wi-Fi-based Human Activity Recognition Predicting good probabilities with supervised learning,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:43:05.043206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c180b358-b173-4878-bee1-ac62f0a047b7 · outbound

This paper cites Free your csi: A channel state information extraction platform for modern wi-fi chipsets,.

MORIC: CSI Delay-Doppler Decomposition for Robust Wi-Fi-based Human Activity Recognition Free your csi: A channel state information extraction platform for modern wi-fi chipsets,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T00:43:04.557871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29d05a35-8b8f-4b2e-8b75-48a564756aec · outbound

This paper cites Enhancing generalization in human activity recognition through improved wi-fi channel state information phase process- ing and antenna pair selection,.

MORIC: CSI Delay-Doppler Decomposition for Robust Wi-Fi-based Human Activity Recognition Enhancing generalization in human activity recognition through improved wi-fi channel state information phase process- ing and antenna pair selection,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:43:04.892415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6286745d-ff09-4a51-99f6-58e39b3c1ee6 · outbound

This paper cites Decoupled Weight Decay Regularization.

MORIC: CSI Delay-Doppler Decomposition for Robust Wi-Fi-based Human Activity Recognition Decoupled Weight Decay Regularization

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T00:43:04.650510Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 7113fef4-c222-4857-80c0-71325edd5eb8 · inbound

DoRF: Doppler Radiance Fields for Robust Human Activity Recognition Using Wi-Fi cites this paper.

DoRF: Doppler Radiance Fields for Robust Human Activity Recognition Using Wi-Fi MORIC: CSI Delay-Doppler Decomposition for Robust Wi-Fi-based Human Activity Recognition

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-08-06T16:58:46.763190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e056a2af-5632-4ba4-9edd-aa36fe622aab · inbound

WiFuse: An Attention Mechanism for Human Activity Recognition using Fused CSI Amplitude and Delay-Doppler Channel Features cites this paper.

WiFuse: An Attention Mechanism for Human Activity Recognition using Fused CSI Amplitude and Delay-Doppler Channel Features MORIC: CSI Delay-Doppler Decomposition for Robust Wi-Fi-based Human Activity Recognition

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T01:34:06.387758Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.