Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T12:56:39.163745Z
Paper Citation Record · LEDGER
As of 20 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2608.09676.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T12:56:39.163745Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
26 of 26 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 643815ca-3294-4c9c-a9ca-8ba68cce3ad7 · outbound
RFCheck: Synthetic RF Sensing Data Can Fail Measurement Consistency Integrated sensing and communications: Toward dual-functional wire- less networks for 6g and beyond,
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f6e027bf-b8a1-4831-82d6-50ee73ff693b · outbound
RFCheck: Synthetic RF Sensing Data Can Fail Measurement Consistency Integrated sensing and communications over the years: An evolution perspective,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation cbe283ec-f578-4b5d-b6f6-b2940680c15c · outbound
RFCheck: Synthetic RF Sensing Data Can Fail Measurement Consistency Understanding and modeling of wifi signal based human activity recognition,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation feeb9dfd-b0c9-477b-b771-aa17c287bcd0 · outbound
RFCheck: Synthetic RF Sensing Data Can Fail Measurement Consistency Gen- erative diffusion models for radio wireless channel modelling and sampling,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 8c237468-41c8-4629-b61c-5403c18edfc4 · outbound
RFCheck: Synthetic RF Sensing Data Can Fail Measurement Consistency Generative AI for data augmentation in wireless networks: Analysis, applications, and case study,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 965181b7-1d11-4a60-8176-59d065ffc854 · outbound
RFCheck: Synthetic RF Sensing Data Can Fail Measurement Consistency Generative ai for physical layer communications: A survey,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 2bda1269-bd2f-4a85-bdd7-eecfbaf85a97 · outbound
RFCheck: Synthetic RF Sensing Data Can Fail Measurement Consistency RFBoost: Understanding and boosting deep WiFi sensing via physical data augmentation,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 4cdab382-b55a-41f2-92c7-c8c6e54bb787 · outbound
RFCheck: Synthetic RF Sensing Data Can Fail Measurement Consistency RF- Diffusion: Radio signal generation via time-frequency diffusion,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 36c6c8c2-6f45-44f7-a0cd-81c777c32653 · outbound
RFCheck: Synthetic RF Sensing Data Can Fail Measurement Consistency Diffusion models for wireless communications,
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 28274428-29dc-4073-91e2-fa45114b3c98 · outbound
RFCheck: Synthetic RF Sensing Data Can Fail Measurement Consistency Commodity WiFi sensing in ten years: Status, challenges, and opportunities,
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 13ebcb65-ee80-473d-808a-056d7372cfca · outbound
RFCheck: Synthetic RF Sensing Data Can Fail Measurement Consistency Cross-domain WiFi sensing with channel state information: A survey,
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 97c7260b-98b7-47b4-89a5-bc205cce0b01 · outbound
RFCheck: Synthetic RF Sensing Data Can Fail Measurement Consistency A survey on integrated sensing, communication, and computation,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 0b2cf2e5-4d29-4e66-97bf-9dbccccb3dd1 · outbound
RFCheck: Synthetic RF Sensing Data Can Fail Measurement Consistency CSI- bench: A large-scale in-the-wild dataset for multi-task WiFi sensing,
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c58a0921-bcab-482a-bc44-f20b50a4f525 · outbound
RFCheck: Synthetic RF Sensing Data Can Fail Measurement Consistency XRF55: A radio frequency dataset for human indoor action analysis,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation f7fa99c6-bcdd-4b33-ab67-b8a5bba6145d · outbound
RFCheck: Synthetic RF Sensing Data Can Fail Measurement Consistency Bullydetect: Detecting school physical bullying with wi-fi and deep wavelet transformer,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation b62e1ed8-e8a2-4787-9141-baca2848ac56 · outbound
RFCheck: Synthetic RF Sensing Data Can Fail Measurement Consistency DeepMIMO: A Generic Deep Learning Dataset for Millimeter Wave and Massive MIMO Applications
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation baddf326-c88c-4b34-a5d5-5260eebfc1d0 · outbound
RFCheck: Synthetic RF Sensing Data Can Fail Measurement Consistency Physics-informed generative modeling of wireless channels,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation e9da9a9b-aab5-4554-a14d-8ad74c33b8dc · outbound
RFCheck: Synthetic RF Sensing Data Can Fail Measurement Consistency A kernel two-sample test,
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4289f79e-8355-4170-b4d0-65c2fe3ffc65 · outbound
RFCheck: Synthetic RF Sensing Data Can Fail Measurement Consistency Data can speak for itself: Quality-guided utilization of wireless synthetic data,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation a660f4a6-82a6-472c-b2dd-f12244de98c3 · outbound
RFCheck: Synthetic RF Sensing Data Can Fail Measurement Consistency M-gesture: Person-independent real-time in-air gesture recognition using commodity millimeter wave radar,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 3cd9feb3-bbac-40ed-99d3-abc1a7ad4190 · outbound
RFCheck: Synthetic RF Sensing Data Can Fail Measurement Consistency Radarnet: Efficient gesture recognition technique utilizing a miniature radar sensor,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation fc57118c-f0a2-40ba-80c6-6f2ffb62ef0e · outbound
RFCheck: Synthetic RF Sensing Data Can Fail Measurement Consistency Mm-wave radar-based recognition of multiple hand gestures using long short-term memory (lstm) neural network,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 43f2e971-3b3b-444d-a3df-bcd623a593de · outbound
RFCheck: Synthetic RF Sensing Data Can Fail Measurement Consistency Spotfi: Decimeter level localization using wifi,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 2b3a8337-24d5-467a-8014-aecec325e24f · outbound
RFCheck: Synthetic RF Sensing Data Can Fail Measurement Consistency Widar3.0: Zero-effort cross-domain gesture recognition with Wi-Fi,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 577fd1d5-c015-4e27-a650-ae7a42211f61 · outbound
RFCheck: Synthetic RF Sensing Data Can Fail Measurement Consistency Joint activity recognition and indoor localization with WiFi fingerprints,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 2dc3cec5-7889-48ee-8ab9-6e9d6c46d366 · outbound
RFCheck: Synthetic RF Sensing Data Can Fail Measurement Consistency WiMANS: A benchmark dataset for WiFi-based multi-user activity sensing,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
No inbound Pith citation observations are available.