Paper Citation Record · LEDGER

DoRF: Doppler Radiance Fields for Robust Human Activity Recognition Using Wi-Fi

As of 9 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 1 inbound Pith citation observation for arXiv:2507.12132.

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

pith.paper-citation-record.v1
2507.12132 v1

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T16:58:46.251158Z

measured 29 of 29 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T01:34:06.531970Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

28 of 28 outbound references displayed

verified exact2
verified fuzzy22
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8f73e30e-9054-484a-badd-53bd88f74e91 · outbound

This paper cites Using existing Wi-Fi infrastructure eliminates the need for additional hardware, making deployment more accessible and cost-effective.

DoRF: Doppler Radiance Fields for Robust Human Activity Recognition Using Wi-Fi Using existing Wi-Fi infrastructure eliminates the need for additional hardware, making deployment more accessible and cost-effective

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:58:52.866235Z

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 d74767c5-bdcd-4360-b753-bd60ca2c483f · outbound

This paper cites an unresolved cited work.

DoRF: Doppler Radiance Fields for Robust Human Activity Recognition Using Wi-Fi Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:58:52.637355Z

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 de9df3f3-6706-4be9-9311-051cbf5ad3ea · outbound

This paper cites an unresolved cited work.

DoRF: Doppler Radiance Fields for Robust Human Activity Recognition Using Wi-Fi Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:58:52.406596Z

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 c197727f-e234-485a-8f85-a092c41835cb · outbound

This paper cites Data The UTHAMO dataset, introduced in [18], is utilized to assess the performance of the proposed method.

DoRF: Doppler Radiance Fields for Robust Human Activity Recognition Using Wi-Fi Data The UTHAMO dataset, introduced in [18], is utilized to assess the performance of the proposed method

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:58:52.151835Z

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 b720a3f3-0467-48b8-84f5-fffccfb79290 · outbound

This paper cites an unresolved cited work.

DoRF: Doppler Radiance Fields for Robust Human Activity Recognition Using Wi-Fi Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:58:51.885926Z

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 9448f9a9-e07c-4d63-b326-35b640d5c07d · outbound

This paper cites A tutorial-cum- survey on self-supervised learning for wi-fi sensing: Trends, challenges, and outlook,.

DoRF: Doppler Radiance Fields for Robust Human Activity Recognition Using Wi-Fi A tutorial-cum- survey on self-supervised learning for wi-fi sensing: Trends, challenges, and outlook,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:58:51.629510Z

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 5c524c47-d87a-4ea6-8f9f-3290b86ca398 · outbound

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

DoRF: Doppler Radiance Fields for Robust Human Activity Recognition Using Wi-Fi Litehar: Lightweight human activity recognition from wifi signals with random convolution kernels,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:58:51.384269Z

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 ce6be9bd-a226-4f8a-98c8-ef7fb2229580 · outbound

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

DoRF: Doppler Radiance Fields for Robust Human Activity Recognition Using Wi-Fi A multiple wifi sensors assisted human activity recognition scheme for smart home,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:58:51.167193Z

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 00ca74f2-db75-4f02-afcd-7aa64d53aa9c · outbound

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

DoRF: Doppler Radiance Fields for Robust Human Activity Recognition Using Wi-Fi A survey on behavior recognition using wifi channel state information,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:58:50.910002Z

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 f01dde7e-9705-42fd-a48f-2763df643421 · outbound

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

DoRF: Doppler Radiance Fields for Robust Human Activity Recognition Using Wi-Fi Fresnel zone-based voting with capsule networks for human activity recognition from channel state information,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:58:50.660543Z

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 b86d1b0c-403f-49a9-b7e5-47b05a469e26 · outbound

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

DoRF: Doppler Radiance Fields for Robust Human Activity Recognition Using Wi-Fi A study on the lightweight and fast response gru techniques for indoor continuous motion recognition based on wi-fi csi,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:58:50.381599Z

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 4a751322-19f4-4917-b281-ba8b273ef67a · outbound

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

DoRF: Doppler Radiance Fields for Robust Human Activity Recognition Using Wi-Fi Csi-glstn: A location- independent csi human activity recognition method based on spatio-temporal and channel feature fusion,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:58:50.230956Z

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 23fd23d9-bc15-4822-a734-e4885671aee7 · outbound

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

DoRF: Doppler Radiance Fields for Robust Human Activity Recognition Using Wi-Fi Rosefi: A robust sedentary behavior monitoring system with commodity wifi devices,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:58:49.981782Z

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 42ce39ac-c902-4b2d-853b-916259db5d1a · outbound

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

DoRF: Doppler Radiance Fields for Robust Human Activity Recognition Using Wi-Fi Wifi csi-based device-free sensing: from fresnel zone model to csi-ratio model,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:58:49.711554Z

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 69007c29-fc5e-4001-a798-d74c2bd0c4df · outbound

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

DoRF: Doppler Radiance Fields for Robust Human Activity Recognition Using Wi-Fi Fewsense, towards a scalable and cross-domain wi-fi sensing system using few-shot learning,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:58:49.470720Z

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 84a97d9e-e2d4-4597-bcd4-dc3439a8423f · outbound

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

DoRF: Doppler Radiance Fields for Robust Human Activity Recognition Using Wi-Fi Exposing data leakage in wi-fi csi-based human action recognition: A critical analysis,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:58:49.199419Z

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 f1da635c-e2fa-4cbf-b29b-01758070d9d3 · outbound

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

DoRF: Doppler Radiance Fields for Robust Human Activity Recognition Using Wi-Fi Sharp: Environment and person independent activity recognition with commod- ity ieee 802.11 access points,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:58:48.939966Z

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 63a2c3bf-6bc5-4dcb-93c9-bdf7a3995bf1 · outbound

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

DoRF: Doppler Radiance Fields for Robust Human Activity Recognition Using Wi-Fi Widar3. 0: Zero-effort cross-domain gesture recognition with wi-fi,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:58:48.722459Z

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 7113fef4-c222-4857-80c0-71325edd5eb8 · outbound

This paper cites MORIC: CSI Delay-Doppler Decomposition for Robust Wi-Fi-based Human Activity Recognition.

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 a4aad5b3-0a34-4e7d-a055-e742a9407544 · outbound

This paper cites Nerf: Representing scenes as neural radiance fields for view synthe- sis,.

DoRF: Doppler Radiance Fields for Robust Human Activity Recognition Using Wi-Fi Nerf: Representing scenes as neural radiance fields for view synthe- sis,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:58:48.524806Z

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 6c301c8c-79d8-4992-b26a-bf18d55cc823 · outbound

This paper cites Decimeter ranging with chan- nel state information,.

DoRF: Doppler Radiance Fields for Robust Human Activity Recognition Using Wi-Fi Decimeter ranging with chan- nel state information,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:58:48.272930Z

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 3131572a-8483-4970-9b92-500d3564ec4e · outbound

This paper cites Procrustes analysis,.

DoRF: Doppler Radiance Fields for Robust Human Activity Recognition Using Wi-Fi Procrustes analysis,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:58:47.987129Z

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 67cf5f4c-e3d2-493c-9226-f0a1585d1565 · outbound

This paper cites Uthamo: A multi-modal wi-fi csi-based hand motion dataset,.

DoRF: Doppler Radiance Fields for Robust Human Activity Recognition Using Wi-Fi Uthamo: A multi-modal wi-fi csi-based hand motion dataset,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:58:47.728944Z

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 59c90a05-dbc4-4c21-9214-7007a7651ffe · outbound

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

DoRF: Doppler Radiance Fields for Robust Human Activity Recognition Using Wi-Fi Free your csi: A channel state information extraction platform for modern wi-fi chipsets,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:58:47.502404Z

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 78eb5801-efbb-443e-a4bc-c6dd1345be8d · outbound

This paper cites Decoupled Weight Decay Regularization.

DoRF: Doppler Radiance Fields for Robust Human Activity Recognition Using Wi-Fi Decoupled Weight Decay Regularization

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T16:58:45.948194Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16e6db30-3b7c-40cf-ac02-a4ca5519264a · outbound

This paper cites MELON: NeRF with Unposed Images in SO(3).

DoRF: Doppler Radiance Fields for Robust Human Activity Recognition Using Wi-Fi MELON: NeRF with Unposed Images in SO(3)

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-08-06T16:58:46.490480Z

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 34d94ce3-9380-475e-8776-96af12ad4b8f · outbound

This paper cites Joint human orientation-activity recogni- tion using wifi signals for human-machine interaction,.

DoRF: Doppler Radiance Fields for Robust Human Activity Recognition Using Wi-Fi Joint human orientation-activity recogni- tion using wifi signals for human-machine interaction,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:58:47.257334Z

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 1b038d00-85bc-49f7-8a50-74529dced9ea · outbound

This paper cites Enhancing gen- eralization in human activity recognition through improved wi-fi channel state information phase processing and antenna pair selection,.

DoRF: Doppler Radiance Fields for Robust Human Activity Recognition Using Wi-Fi Enhancing gen- eralization in human activity recognition through improved wi-fi channel state information phase processing and antenna pair selection,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:58:47.046298Z

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.

Pith citing papers

Observation 69a55b12-2733-43e8-b97e-3f67c876cfaa · 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 DoRF: Doppler Radiance Fields for Robust Human Activity Recognition Using Wi-Fi

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T01:34:06.531970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.