Paper Citation Record · LEDGER

DoRF++: Spherical Representation Learning over Doppler Radiance Fields for Robust Wi-Fi Sensing

As of 17 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 0 inbound Pith citation observations for arXiv:2608.08381.

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

pith.paper-citation-record.v1
2608.08381 v1

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T04:43:40.261565Z

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

27 of 27 outbound references displayed

verified exact1
verified fuzzy20
unresolved6
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 63667259-cba1-4762-91c1-01703881b3f0 · outbound

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

DoRF++: Spherical Representation Learning over Doppler Radiance Fields for Robust Wi-Fi Sensing Wi-Fi-based human sensing with deep learning: Recent advances, challenges, and opportunities,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:43:40.689060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e149434b-d6ef-4873-a165-a3a77c1d9656 · outbound

This paper cites An overview on IEEE 802.11bf: WLAN sensing,.

DoRF++: Spherical Representation Learning over Doppler Radiance Fields for Robust Wi-Fi Sensing An overview on IEEE 802.11bf: WLAN sensing,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:43:40.676588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 6c6306fb-7f66-4115-a0f1-df6325e22fad · outbound

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

DoRF++: Spherical Representation Learning over Doppler Radiance Fields for Robust Wi-Fi Sensing A tutorial-cum-survey on self-supervised learning for Wi-Fi sensing: Trends, challenges, and outlook,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:43:40.664483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 33483084-b705-43ef-abbc-fb433dbc7116 · outbound

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

DoRF++: Spherical Representation Learning over Doppler Radiance Fields for Robust Wi-Fi Sensing MELON: NeRF with Unposed Images in SO(3)

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-14T04:43:40.151284Z

Source-reported events for the cited work

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Observation 00f3b880-228c-4270-8cda-af7100697d6a · outbound

This paper cites Beyond amplitude: Channel state information phase-aware deep fusion for robotic activity recogni- tion,.

DoRF++: Spherical Representation Learning over Doppler Radiance Fields for Robust Wi-Fi Sensing Beyond amplitude: Channel state information phase-aware deep fusion for robotic activity recogni- tion,

Reference 5

Resolution: verified exact; raw_fallback, observed 2026-08-14T04:43:40.429989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation cdeeb913-3457-4459-b61b-ef29bc103079 · outbound

This paper cites A survey on behavior recognition using Wi-Fi channel state information,.

DoRF++: Spherical Representation Learning over Doppler Radiance Fields for Robust Wi-Fi Sensing A survey on behavior recognition using Wi-Fi channel state information,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:43:40.653545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation fbf47b46-79b9-459b-9736-f2921b79e63c · outbound

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

DoRF++: Spherical Representation Learning over Doppler Radiance Fields for Robust Wi-Fi Sensing Fresnel zone- based voting with capsule networks for human activity recognition from channel state information,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:43:40.641770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 57d5a023-6c1a-44d9-b6fa-ee656491e688 · 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++: Spherical Representation Learning over Doppler Radiance Fields for Robust Wi-Fi Sensing A study on the lightweight and fast response GRU techniques for indoor continuous motion recognition based on Wi-Fi CSI,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:43:40.631510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 6ceb955b-4832-4f26-a60a-064e19347acb · outbound

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

DoRF++: Spherical Representation Learning over Doppler Radiance Fields for Robust Wi-Fi Sensing CSI-GLSTN: A location-independent CSI human activity recognition method based on spatio-temporal and channel feature fusion,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:43:40.620927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 22035fd7-e712-46d1-a5a3-6d873e05d355 · outbound

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

DoRF++: Spherical Representation Learning over Doppler Radiance Fields for Robust Wi-Fi Sensing Rosefi: A robust sedentary behavior monitoring system with commodity Wi-Fi devices,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:43:40.608930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e96995a6-9932-4a70-b23a-9b0def0db41a · outbound

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

DoRF++: Spherical Representation Learning over Doppler Radiance Fields for Robust Wi-Fi Sensing SHARP: Environment and person independent activity recognition with commodity IEEE 802.11 access points,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:43:40.595469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d06d1a7e-bb6e-4d66-936d-6e2c2e9c8963 · outbound

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

DoRF++: Spherical Representation Learning over Doppler Radiance Fields for Robust Wi-Fi Sensing AFall: Wi- Fi-based device-free fall detection system using spatial angle of arrival,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:43:40.583124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 1b4c3d79-53ab-424e-bfa7-7b57db5b98f2 · outbound

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

DoRF++: Spherical Representation Learning over Doppler Radiance Fields for Robust Wi-Fi Sensing Widar3.0: Zero-effort cross-domain gesture recognition with Wi-Fi,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:43:40.570785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation facf8ec2-bb3f-4cf6-aef1-f4709231b145 · outbound

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

DoRF++: Spherical Representation Learning over Doppler Radiance Fields for Robust Wi-Fi Sensing MORIC: CSI Delay-Doppler Decomposition for Robust Wi-Fi-based Human Activity Recognition

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-14T04:43:40.194904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be401fdf-92b7-4e88-93f5-d4648124d854 · outbound

This paper cites DoRF: Doppler radiance fields for robust human activity recognition using Wi-Fi,.

DoRF++: Spherical Representation Learning over Doppler Radiance Fields for Robust Wi-Fi Sensing DoRF: Doppler radiance fields for robust human activity recognition using Wi-Fi,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:43:40.558757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f1004c79-e7e1-45c9-8e76-052785364d9a · outbound

This paper cites DoRF: Doppler radiance field-guided an- tenna selection for improved generalization in multi-antenna Wi-Fi-based human activity recognition,.

DoRF++: Spherical Representation Learning over Doppler Radiance Fields for Robust Wi-Fi Sensing DoRF: Doppler radiance field-guided an- tenna selection for improved generalization in multi-antenna Wi-Fi-based human activity recognition,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:43:40.547078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 4c318afa-c187-4f63-ac6e-94a866373c10 · outbound

This paper cites NeRF: Representing scenes as neural radiance fields for view synthesis,.

DoRF++: Spherical Representation Learning over Doppler Radiance Fields for Robust Wi-Fi Sensing NeRF: Representing scenes as neural radiance fields for view synthesis,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-14T04:43:40.210733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 924f3ed8-3a08-4def-a482-c8a2b853ba54 · outbound

This paper cites Wi-Fi sensing with channel state information: A survey,.

DoRF++: Spherical Representation Learning over Doppler Radiance Fields for Robust Wi-Fi Sensing Wi-Fi sensing with channel state information: A survey,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:43:40.530264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 0eacf393-864c-4258-8750-2828394e7662 · outbound

This paper cites Wi-Fi CSI-based device-free sensing: From fresnel zone model to CSI-ratio model,.

DoRF++: Spherical Representation Learning over Doppler Radiance Fields for Robust Wi-Fi Sensing Wi-Fi CSI-based device-free sensing: From fresnel zone model to CSI-ratio model,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:43:40.519786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 4ca7313a-ee12-4be0-8a7a-e9cefc3cfad9 · outbound

This paper cites Enhancing generalization in human activity recognition through improved Wi-Fi channel state information phase processing and antenna pair selection,.

DoRF++: Spherical Representation Learning over Doppler Radiance Fields for Robust Wi-Fi Sensing Enhancing generalization in human activity recognition through improved Wi-Fi channel state information phase processing and antenna pair selection,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:43:40.508237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 0ae3109e-df45-4e50-ac91-e8735ed9c5da · outbound

This paper cites Multiple emitter location and signal parameter estimation,.

DoRF++: Spherical Representation Learning over Doppler Radiance Fields for Robust Wi-Fi Sensing Multiple emitter location and signal parameter estimation,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-14T04:43:40.238810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4edd863-9098-470b-93e0-3690b6f9afca · outbound

This paper cites Doa estimation using a greedy block coordinate descent algorithm,.

DoRF++: Spherical Representation Learning over Doppler Radiance Fields for Robust Wi-Fi Sensing Doa estimation using a greedy block coordinate descent algorithm,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:43:40.488456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 715dea0f-a26d-446e-afa7-7d9246e65577 · outbound

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

DoRF++: Spherical Representation Learning over Doppler Radiance Fields for Robust Wi-Fi Sensing Rocket: exceptionally fast and accurate time series classification using random convolutional kernels,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:43:40.476815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 0a26ca16-681f-420d-a552-19d8aab151e7 · outbound

This paper cites Joint human orientation-activity recognition using Wi-Fi signals for human-machine interaction,.

DoRF++: Spherical Representation Learning over Doppler Radiance Fields for Robust Wi-Fi Sensing Joint human orientation-activity recognition using Wi-Fi signals for human-machine interaction,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:43:40.464122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation dbf37bf2-164e-493f-a891-da1c94bc2f78 · outbound

This paper cites Attention on the Sphere.

DoRF++: Spherical Representation Learning over Doppler Radiance Fields for Robust Wi-Fi Sensing Attention on the Sphere

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-14T04:43:40.254120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62da075b-f2d1-402b-a62a-e435fc6a8b6f · outbound

This paper cites Adam: A Method for Stochastic Optimization.

DoRF++: Spherical Representation Learning over Doppler Radiance Fields for Robust Wi-Fi Sensing Adam: A Method for Stochastic Optimization

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-14T04:43:40.257843Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82c0e292-8415-4555-bb2c-76dc13608bed · outbound

This paper cites He is currently a member of the Steering Committee of IEEE PIMRC.

DoRF++: Spherical Representation Learning over Doppler Radiance Fields for Robust Wi-Fi Sensing He is currently a member of the Steering Committee of IEEE PIMRC

Reference 2020

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:43:40.452619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Pith citing papers

No inbound Pith citation observations are available.