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Paper Citation Record · LEDGER

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook

As of 22 August 2026, this Paper Citation Record lists 100 of 141 outbound references and 1 inbound Pith citation observation for arXiv:2506.12052.

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

pith.paper-citation-record.v1
2506.12052 v1

Coverage vector

measured 100 of 141 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:50:15.400068Z

measured 101 of 101 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-10T04:47:32.932155Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-10T04:56:45.948691Z

Reference resolution

100 of 141 outbound references displayed

  • verified exact5
  • verified fuzzy19
  • unresolved75
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 97f163dc-f132-411d-88b0-284c44f5a39f · outbound

This paper cites WiFi sensing on the edge: Signal processing techniques and challenges for real-world systems,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook WiFi sensing on the edge: Signal processing techniques and challenges for real-world systems,

Reference 1

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Observation 46c9e867-4e01-4c04-833d-846a15db7f02 · outbound

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

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook WiFi sensing with channel state information: A survey,

Reference 2

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source=pdf_text observed=2026-08-07T12:50:05.631693Z digest=sha256:dd2d8888726e4841a4ee14a9fd63e248939ddf2b9b37620a91ca2da6a6fe5796

Observation 5f50cbe2-994a-44cd-8bf7-e58fb359ff7c · outbound

This paper cites Deep transfer learning for WiFi localization,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook Deep transfer learning for WiFi localization,

Reference 3

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source=pdf_text observed=2026-08-07T12:50:05.760996Z digest=sha256:aab55c85d48cf1939c5e710fc9262596b53c670c5168658f375a8f7a7e374da3

Observation c5f4be54-ad5b-4cbd-9ceb-071f6694aa48 · outbound

This paper cites Device-free localization based on CSI fingerprints and deep neural networks,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook Device-free localization based on CSI fingerprints and deep neural networks,

Reference 4

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source=pdf_text observed=2026-08-07T12:50:05.868219Z digest=sha256:83bf6e40f26723bd494c0b43d348732240f72b2647dccc2ee96ce6c2c587e2f7

Observation 9ed0ea00-498d-467b-9570-57b98defd18a · outbound

This paper cites Adaptive device-free localization in dynamic environments through adaptive neural networks,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook Adaptive device-free localization in dynamic environments through adaptive neural networks,

Reference 5

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source=pdf_text observed=2026-08-07T12:50:05.958814Z digest=sha256:a1ab093504bd5188cf695d752adb10d25d9a597ab369bbc01713c3788cb820f8

Observation 6c111995-7562-41b1-9ba7-7aa0152484bc · outbound

This paper cites Indoor localization based on CSI in dynamic environments through domain adaptation,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook Indoor localization based on CSI in dynamic environments through domain adaptation,

Reference 6

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source=pdf_text observed=2026-08-07T12:50:06.052703Z digest=sha256:7258746a47ccc9eb68a952833c0278c845439c3193bb9ceec61e9e8205f48407

Observation f05f990c-d389-4dbb-84a3-f27c42e9ebf2 · outbound

This paper cites A low-overhead indoor positioning system using CSI fingerprint based on transfer learning,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook A low-overhead indoor positioning system using CSI fingerprint based on transfer learning,

Reference 7

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source=pdf_text observed=2026-08-07T12:50:06.148587Z digest=sha256:9bd67d5c386d47c0989b9ec2493a2f68c5d2ac5cb43df91b9b7bc8a5d88eb861

Observation 3e6d9866-3e80-4c31-8a51-99c13b2e3492 · outbound

This paper cites Environment-Robust WiFi-Based Human Activity Recognition Using Enhanced CSI and Deep Learning,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook Environment-Robust WiFi-Based Human Activity Recognition Using Enhanced CSI and Deep Learning,

Reference 8

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source=pdf_text observed=2026-08-07T12:50:06.235099Z digest=sha256:8a5ab410c000fe6b75b8cf91083e6728e848f820ac6ed58709e3217a223d32ea

Observation 4b5d38f8-faa0-49a2-b482-6db740c24646 · outbound

This paper cites WiFinger: Leveraging commodity WiFi for fine-grained finger gesture recognition,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook WiFinger: Leveraging commodity WiFi for fine-grained finger gesture recognition,

Reference 9

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source=pdf_text observed=2026-08-07T12:50:06.317959Z digest=sha256:9bb79a64fae839b363e0e946fa7ad7fff9f1e69c91db8288292531c2dfba3f0a

Observation 599e2f51-8ae1-4293-aaa2-036196cb03ed · outbound

This paper cites Device-free secure interaction with hand gestures in WiFi-enabled IoT environment,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook Device-free secure interaction with hand gestures in WiFi-enabled IoT environment,

Reference 10

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source=pdf_text observed=2026-08-07T12:50:06.394949Z digest=sha256:bf86285e3347ec93e5b6e1002bbba9defd3c70f52f0dbb79e96112c0da3a5e81

Observation e4e00ca0-ecab-4849-9ce4-fb272b8be6ed · outbound

This paper cites Wibot! in-vehicle behaviour and gesture recognition using wireless network edge,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook Wibot! in-vehicle behaviour and gesture recognition using wireless network edge,

Reference 11

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source=pdf_text observed=2026-08-07T12:50:06.491349Z digest=sha256:97593cb6d48a4f9e914565789e11353453571b0e26a8ab12fc12061f0d4ee270

Observation c4ef00b1-c13f-47f8-8851-04be47779195 · outbound

This paper cites SignFi: Sign language recognition using WiFi,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook SignFi: Sign language recognition using WiFi,

Reference 12

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Observation b94eb855-1a9d-4879-b7aa-c9debac24a60 · outbound

This paper cites A trained-once crowd counting method using differential WiFi channel state information,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook A trained-once crowd counting method using differential WiFi channel state information,

Reference 13

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source=pdf_text observed=2026-08-07T12:50:06.768201Z digest=sha256:15fbd065db39a712665889353751023957b4ae6739361d6edcf1a37140ae5472

Observation 48e9cba8-b421-4407-8029-f56578b03372 · outbound

This paper cites FarSense: Pushing the range limit of WiFi-based respiration sensing with CSI ratio of two antennas,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook FarSense: Pushing the range limit of WiFi-based respiration sensing with CSI ratio of two antennas,

Reference 14

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source=pdf_text observed=2026-08-07T12:50:06.861291Z digest=sha256:79861c86f94bf9f962b4ee90d12554b2508ad74d4dfa0b3e8896dfc6caff6aaa

Observation 25345d77-a6c5-44e2-ad65-87306ee68751 · outbound

This paper cites ResFi: WiFi-enabled device-free respiration detection based on deep learning,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook ResFi: WiFi-enabled device-free respiration detection based on deep learning,

Reference 15

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source=pdf_text observed=2026-08-07T12:50:06.966653Z digest=sha256:c60b5bf1e99bd65cd7c068e9b960499781e475f9640da0d870424c84adbd7061

Observation b725e0c8-f315-462b-ae04-58b4fbe3f9df · outbound

This paper cites Tracking vital signs during sleep leveraging off-the-shelf WiFi,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook Tracking vital signs during sleep leveraging off-the-shelf WiFi,

Reference 16

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source=pdf_text observed=2026-08-07T12:50:07.033545Z digest=sha256:9ad6e8b08396207263997989e5f0ccbd15c45c2806b75a59b9b64839b02fd8f2

Observation 59c1796e-3e42-4c90-a916-16d8c3dd17dc · outbound

This paper cites PhaseBeat: Exploiting CSI phase data for vital sign monitoring with commodity WiFi devices,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook PhaseBeat: Exploiting CSI phase data for vital sign monitoring with commodity WiFi devices,

Reference 17

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Observation 576821d7-732e-4883-8d19-314aebd55917 · outbound

This paper cites Heart rate variability extraction using commodity Wi-Fi devices via time domain signal processing,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook Heart rate variability extraction using commodity Wi-Fi devices via time domain signal processing,

Reference 18

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source=pdf_text observed=2026-08-07T12:50:07.180504Z digest=sha256:51c65cf627db658f64c055e1bcc3c253c2f5ddf5bd0e1bca19dc4ff78337a6e6

Observation 3b09311c-4bc9-4d50-9ce9-78a3045ab66b · outbound

This paper cites SenseFi: A Library and Benchmark on Deep-Learning-Empowered WiFi Human Sensing.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook SenseFi: A Library and Benchmark on Deep-Learning-Empowered WiFi Human Sensing

Reference 19

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source=pdf_text observed=2026-08-07T12:50:07.277143Z digest=sha256:e225110ef9f011555f6a351ff9b8022b0b35332535c2ec0257d043f160af1b86

Observation c779ad55-5d6b-456e-8835-6515bb4ef2f1 · outbound

This paper cites Contactless WiFi sensing and monitoring for future healthcare - emerging trends, challenges, and opportunities,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook Contactless WiFi sensing and monitoring for future healthcare - emerging trends, challenges, and opportunities,

Reference 20

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source=pdf_text observed=2026-08-07T12:50:07.357561Z digest=sha256:353a8a731ae89fc1011c7d6793570243c7a58912adfe54759ef03d34c9e22cbb

Observation 8822aae3-8916-4230-a147-2484611f16c1 · outbound

This paper cites Lightseg: An online and low-latency activity segmentation method for Wi-Fi sensing,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook Lightseg: An online and low-latency activity segmentation method for Wi-Fi sensing,

Reference 21

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source=pdf_text observed=2026-08-07T12:50:07.458579Z digest=sha256:404d7f8bdb4bc1da8498ee199e05c373cde7172f31178cfbe16479fd6e0c2b72

Observation 587eee06-8b84-483d-920b-2565e70e42a0 · outbound

This paper cites Sensorless sensing with WiFi,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook Sensorless sensing with WiFi,

Reference 22

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source=pdf_text observed=2026-08-07T12:50:07.564714Z digest=sha256:ed2cc93658b7d0c33767bee3d16f594440b1280cd93657af1bab7e7d13be97f6

Observation 9730d3dd-bbc2-4e16-9701-759a35a10a9d · outbound

This paper cites CSI- based human sensing using model-based approaches: a survey,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook CSI- based human sensing using model-based approaches: a survey,

Reference 23

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Observation b51a491d-dfe2-4934-b411-29a4bc4ef445 · outbound

This paper cites A survey on machine learning en- hanced integrated sensing and communication systems: Architectures, algorithms, and applications,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook A survey on machine learning en- hanced integrated sensing and communication systems: Architectures, algorithms, and applications,

Reference 24

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source=pdf_text observed=2026-08-07T12:50:07.840719Z digest=sha256:0f662c7ec0af76a51213f400b1d98a29e33ed903b9a59287669d0c3a2714a7ed

Observation 30899220-8cc1-4a1c-a5dc-cd804fcb45a9 · outbound

This paper cites WiFi vision: Sensing, recognition, and detection with commodity MIMO-OFDM WiFi,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook WiFi vision: Sensing, recognition, and detection with commodity MIMO-OFDM WiFi,

Reference 25

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source=pdf_text observed=2026-08-07T12:50:07.986169Z digest=sha256:2c436112ae4f01edabcd98741729d75c7308ec0e5fab9599c553aa8caecd7751

Observation a3e3fd69-528d-4a6c-b770-ff39e2da614e · outbound

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

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook WiFi-based human sensing with deep learning: Recent advances, challenges, and opportunities,

Reference 26

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source=pdf_text observed=2026-08-07T12:50:08.053869Z digest=sha256:15055ddc2f34ddd00fe79ae1e3cd9c23c9453e48d91b263a2a2ae9ed874706fd

Observation acbae369-d406-4cd8-a300-0d425bdcdfc6 · outbound

This paper cites Self-supervised learning for WiFi CSI-based human activity recognition: A systematic study,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook Self-supervised learning for WiFi CSI-based human activity recognition: A systematic study,

Reference 27

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source=pdf_text observed=2026-08-07T12:50:08.186946Z digest=sha256:4b339743cd8d98c8a7cb177c6125f93093ca0752d8101e352da69e99ee140eea

Observation 5dcc2c0a-d480-44fd-9bcc-37e9edee3628 · outbound

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

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook Widar3.0: Zero-effort cross-domain gesture recognition with Wi-Fi,

Reference 28

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source=pdf_text observed=2026-08-07T12:50:08.340108Z digest=sha256:bc2185438a53b1c6e4dc1631e094d2b048e297edfc7f7d49d59cf879477ee0a6

Observation 5265e33f-e9d5-4c60-b001-bc1bd005947b · outbound

This paper cites Evaluating self-supervised learning for WiFi CSI-based human activity recognition,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook Evaluating self-supervised learning for WiFi CSI-based human activity recognition,

Reference 29

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source=pdf_text observed=2026-08-07T12:50:08.478101Z digest=sha256:34d4fc94a4e50011fd533a17edaeb8153b1641aa913b06e258bc6728b2fca7b6

Observation 4704a0de-419f-4639-87f7-82ae4bf08a29 · outbound

This paper cites WiFi-based cross-domain gesture recognition via modified prototypical networks,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook WiFi-based cross-domain gesture recognition via modified prototypical networks,

Reference 30

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source=pdf_text observed=2026-08-07T12:50:08.569720Z digest=sha256:92aefca8536482421a595e856c5c0f368880f2f9410ff491a2cb1058411b2215

Observation 96291264-78a1-4297-92c1-38f3321c3e8e · outbound

This paper cites Opportunities and challenges of wireless human sensing for the smart iot world: A survey,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook Opportunities and challenges of wireless human sensing for the smart iot world: A survey,

Reference 31

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source=pdf_text observed=2026-08-07T12:50:08.649731Z digest=sha256:6502924645cfe7d8718c67e240b2bd6d4baa5b181181971fbbd6e0fa9b507751

Observation aa2beddb-56ec-4f8e-aea2-6559f20dde04 · outbound

This paper cites SenseFi: A library and benchmark on deep-learning-empowered WiFi human sensing,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook SenseFi: A library and benchmark on deep-learning-empowered WiFi human sensing,

Reference 32

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source=pdf_text observed=2026-08-07T12:50:08.769020Z digest=sha256:51e85bb08158ac9124fa3673247552459f27f7147f5ca616612b6e6c9b1676ff

Observation eaf7a6a8-811a-4de3-bb9f-04f0d5a8b18c · outbound

This paper cites Cross-Domain WiFi sensing with channel state information: A survey,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook Cross-Domain WiFi sensing with channel state information: A survey,

Reference 33

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Observation c9534598-b1a7-4783-99c7-29d9a8f8e707 · outbound

This paper cites On IEEE 802.11: Wireless LAN Technology.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook On IEEE 802.11: Wireless LAN Technology

Reference 34

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source=pdf_text observed=2026-08-07T12:50:08.941988Z digest=sha256:ba9e2ab8dac72d405bcfa18f4b36d955d96ed308e78c09c001435a3ed0bc85e3

Observation 126cfe2b-95b5-43c3-a3ea-c92d40e7f41d · outbound

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

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook An overview on IEEE 802.11 bf: Wlan sensing,

Reference 35

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source=pdf_text observed=2026-08-07T12:50:09.019536Z digest=sha256:1be5aab3a00014c9f3722e37d6d23ed9827b1237085e3215b2a419f5b9f9daf0

Observation e3039d2c-d260-407e-8a8c-76fad3bb5618 · outbound

This paper cites The evolution of Wi-Fi technology and standards,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook The evolution of Wi-Fi technology and standards,

Reference 36

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source=pdf_text observed=2026-08-07T12:50:09.110370Z digest=sha256:7f53062874d2c576a5f61a2c989b98f9c1dd3cfa6413536eba80303bf11fef04

Observation 20974b7f-8224-4912-b3da-b924b8787a85 · outbound

This paper cites What will Wi-Fi 8 be? a primer on IEEE 802.11 bn ultra high reliability,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook What will Wi-Fi 8 be? a primer on IEEE 802.11 bn ultra high reliability,

Reference 37

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source=pdf_text observed=2026-08-07T12:50:09.176115Z digest=sha256:d8485094efa1ee8be15aad0b6a9c306f91d3ef757f0d5861aad8012cda0835a3

Observation db7e76a5-9209-46bb-a7cb-633359a119b1 · outbound

This paper cites IEEE 802.11 bf WLAN sensing procedure: Enabling the widespread adoption of Wi-Fi sensing,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook IEEE 802.11 bf WLAN sensing procedure: Enabling the widespread adoption of Wi-Fi sensing,

Reference 38

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source=pdf_text observed=2026-08-07T12:50:09.291782Z digest=sha256:f85d27f79bc824ba72c290ab0d5ef28834d5a479c6c6cf8bfb178a0777069ce9

Observation b99514af-4597-4dc0-aaf6-bde5538ee49f · outbound

This paper cites When Next-Gen Sensing Meets Legacy Wi-Fi: Performance Analyses of IEEE 802.11bf and IEEE 802.11ax Coexistence.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook When Next-Gen Sensing Meets Legacy Wi-Fi: Performance Analyses of IEEE 802.11bf and IEEE 802.11ax Coexistence

Reference 39

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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T12:50:09.393734Z digest=sha256:0d3ce4b65ef6828aa148f9f900f3e791755cc3f599c8911ffc9a5cf6cbf25c87

Observation 72e1b5a9-f810-4b26-ba04-fc7bf6da206c · outbound

This paper cites Wi-Fi 8: Embracing the millimeter-wave era,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook Wi-Fi 8: Embracing the millimeter-wave era,

Reference 40

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source=pdf_text observed=2026-08-07T12:50:09.476682Z digest=sha256:d8ab19fff8f349d80cf0477dceff62099263df0386e6c7ce0104b12f1d1d8e51

Observation 33591a90-fd87-494d-a557-69f0e660c25c · outbound

This paper cites A survey of the real-time metaverse: Challenges and opportu- nities,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook A survey of the real-time metaverse: Challenges and opportu- nities,

Reference 41

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source=pdf_text observed=2026-08-07T12:50:09.569830Z digest=sha256:2c7668c60754ebd49b21e97b39575c17337afccdc826c4e1da63f682110355c7

Observation ae3ca61d-2531-4b67-8a2f-2e6def5ec082 · outbound

This paper cites Hand movement velocity estimation from WiFi channel state information,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook Hand movement velocity estimation from WiFi channel state information,

Reference 42

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Observation b9f442b5-9af7-4629-8597-ec4880c9b1a1 · outbound

This paper cites Tool release: Gather- ing 802.11 n traces with channel state information,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook Tool release: Gather- ing 802.11 n traces with channel state information,

Reference 43

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source=pdf_text observed=2026-08-07T12:50:09.767218Z digest=sha256:a0dfc12728d0c17c5bc4c95a52b9f1958e3183ffd9e3ca2f82301cae97272039

Observation 11e27bcc-4c74-4966-a4c5-bcd7ce66ee72 · outbound

This paper cites Precise power delay profiling with commodity WiFi,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook Precise power delay profiling with commodity WiFi,

Reference 44

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source=pdf_text observed=2026-08-07T12:50:09.858545Z digest=sha256:c251335c2e8d8629fe2de9d39b908a5b7f8288d6bb634c0394c19d353b41a015

Observation 43b4563b-0b99-4a96-8c8b-0ddefe695d27 · outbound

This paper cites Precise power delay profiling with commodity WiFi,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook Precise power delay profiling with commodity WiFi,

Reference 45

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source=pdf_text observed=2026-08-07T12:50:09.960315Z digest=sha256:bc0ec4320c6e5fe4617a2c8b084988d3a2090624d940a43d8beba19b8808a192

Observation 8d984e40-32cc-461d-921f-6cdaf3612321 · outbound

This paper cites Human activity recognition using CSI information with nexmon,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook Human activity recognition using CSI information with nexmon,

Reference 46

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source=pdf_text observed=2026-08-07T12:50:10.059117Z digest=sha256:24af867a572be5f35961fc5085c85297bccfc3f850ea316d865bdce39aa06436

Observation 1be757c5-472b-4698-8298-f7ad611d2bd0 · outbound

This paper cites Passive WiFi CSI sensing based machine learning framework for COVID- safe occupancy monitoring,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook Passive WiFi CSI sensing based machine learning framework for COVID- safe occupancy monitoring,

Reference 47

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source=pdf_text observed=2026-08-07T12:50:10.133507Z digest=sha256:d8a0d3e1e70d00c5726ad43d611f1281a235c65296e923cf291e7ee969e97081

Observation ec55b6e8-f71f-41d9-8f5a-46cdea3bc0f7 · outbound

This paper cites Lightweight and standalone IoT based WiFi sensing for active repositioning and mobility,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook Lightweight and standalone IoT based WiFi sensing for active repositioning and mobility,

Reference 48

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source=pdf_text observed=2026-08-07T12:50:10.261066Z digest=sha256:349b31cd73846ed475741318c58648e7fd0889a041fcfec8d4a61269f692c155

Observation caa53781-0a9c-4655-b5ed-603535a371a5 · outbound

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

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook A survey on behavior recognition using WiFi channel state information,

Reference 49

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source=pdf_text observed=2026-08-07T12:50:10.432286Z digest=sha256:2f180b922e247346432919d82ef63f5aa38486a179bf6db90176baa345137a34

Observation 3922f00d-bb47-4291-aaf4-e5e376517c2d · outbound

This paper cites Wiar: A public dataset for WiFi-based activity recognition,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook Wiar: A public dataset for WiFi-based activity recognition,

Reference 50

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source=pdf_text observed=2026-08-07T12:50:10.523313Z digest=sha256:33be047bed083771629ef1d2c5c8c2489dd8a00c9077e65b592e853311a18448

Observation 65b6a95a-323a-4102-a9fc-f4cfbcd3ff7f · outbound

This paper cites WiCount: A deep learning approach for crowd counting using WiFi signals,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook WiCount: A deep learning approach for crowd counting using WiFi signals,

Reference 51

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source=pdf_text observed=2026-08-07T12:50:10.657548Z digest=sha256:7c554d8b59898401a1179d455ba7e0f52e7f9fadad86ba663a5a908133d5ab41

Observation 209917e0-21aa-4ea2-942f-b1805efc2f7b · outbound

This paper cites WiMANS: A benchmark dataset for WiFi-based multi-user activity sensing,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook WiMANS: A benchmark dataset for WiFi-based multi-user activity sensing,

Reference 52

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source=pdf_text observed=2026-08-07T12:50:10.730779Z digest=sha256:505a491e32c21b266d5c7675b68f5951e2dda54387400b614fefd9500e18dffd

Observation 6af36ec7-6245-4f53-9104-ad2df38c2654 · outbound

This paper cites Falldefi: Ubiquitous fall detection using commodity Wi-Fi devices,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook Falldefi: Ubiquitous fall detection using commodity Wi-Fi devices,

Reference 53

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source=pdf_text observed=2026-08-07T12:50:10.808300Z digest=sha256:53aa57444e5d38c7df7f0e36e7e0770baef686b17c83fe0be24b1f5862827546

Observation fa683085-cad8-4e02-8272-7873739226ff · outbound

This paper cites Wi-sl: Contactless fine-grained gesture recognition uses channel state information,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook Wi-sl: Contactless fine-grained gesture recognition uses channel state information,

Reference 54

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source=pdf_text observed=2026-08-07T12:50:10.942700Z digest=sha256:c59fcae0f417d2e6df850d2c3087a4c27debe3676b78fc25e085bf561457c15f

Observation c96e3951-a4af-4eb9-87f0-658b4bb3b439 · outbound

This paper cites CrossSense: Towards cross-site and large-scale WiFi sensing,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook CrossSense: Towards cross-site and large-scale WiFi sensing,

Reference 55

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source=pdf_text observed=2026-08-07T12:50:11.022313Z digest=sha256:1bce172ac31b7a3132c289433231465f7fda7d98470a9fe99dae09d948b8168d

Observation c38cfa65-21c5-450b-ad34-9cd768073652 · outbound

This paper cites DeepSeg: Deep-learning- based activity segmentation framework for activity recognition using WiFi,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook DeepSeg: Deep-learning- based activity segmentation framework for activity recognition using WiFi,

Reference 56

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source=pdf_text observed=2026-08-07T12:50:11.123529Z digest=sha256:fd290072f3492f2b248f46d9dcb4937544fd5499593f3168b51993753ae140e1

Observation 79a824ae-dc54-4dc5-9790-71fe5c23fd2c · outbound

This paper cites ehealth CSI: A Wi-Fi CSI dataset of human activities,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook ehealth CSI: A Wi-Fi CSI dataset of human activities,

Reference 57

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source=pdf_text observed=2026-08-07T12:50:11.227031Z digest=sha256:4b26c8634df33e0d0e09695600d9b6134cd3e59c891b9b38655d940c688ac0cc

Observation 151d4536-ba46-4a15-98a8-6dcc479af83f · outbound

This paper cites A CSI dataset for Wireless human sensing on 80 mhz Wi-Fi channels,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook A CSI dataset for Wireless human sensing on 80 mhz Wi-Fi channels,

Reference 58

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source=pdf_text observed=2026-08-07T12:50:11.338456Z digest=sha256:b2e0a1504634a2c49cf5bc413fa7f53d99d9f8b537b371a98153c4f6da309346

Observation 005565e9-9ed5-4135-b02e-3a6f0d5832ec · outbound

This paper cites Human activity recognition based on Wi-Fi CSI data -a deep neural network approach,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook Human activity recognition based on Wi-Fi CSI data -a deep neural network approach,

Reference 59

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source=pdf_text observed=2026-08-07T12:50:11.441345Z digest=sha256:ca4ccdabe07bbf87c8f6c7b6cbb33a170b368250f45ac5a3bad6363aa749e0c6

Observation baf51b40-3401-4945-9baf-c9ee33f02731 · outbound

This paper cites Human activity recognition using CSI information with nexmon,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook Human activity recognition using CSI information with nexmon,

Reference 60

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source=pdf_text observed=2026-08-07T12:50:11.553459Z digest=sha256:24842ebb03eda51b33f3e8b891ca98adbe48d277170ac3121381cea399bb94e6

Observation d77f5512-2e77-47f4-85d7-206888145416 · outbound

This paper cites Robust WiFi- enabled device-free gesture recognition via unsupervised adversarial domain adaptation,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook Robust WiFi- enabled device-free gesture recognition via unsupervised adversarial domain adaptation,

Reference 61

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source=pdf_text observed=2026-08-07T12:50:11.660891Z digest=sha256:cd31092d1174e8a46960d9be9aa970b86f03fab1a531bbf9c8d15bcba4e864a9

Observation c5726d9d-9215-4dde-a05c-f95e645fdf8f · outbound

This paper cites Zigfi: Harness- ing channel state information for cross-technology communication,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook Zigfi: Harness- ing channel state information for cross-technology communication,

Reference 62

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source=pdf_text observed=2026-08-07T12:50:11.807998Z digest=sha256:14d72be7fc72b7ce9093eb6d52ccc8ba66e72a8491a3dd4cc5666092c5f57bae

Observation 1e623451-02c7-4b36-b60d-83d09fc4d12e · outbound

This paper cites EyeFi: Fast human identification through vision and WiFi-based trajectory matching,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook EyeFi: Fast human identification through vision and WiFi-based trajectory matching,

Reference 63

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source=pdf_text observed=2026-08-07T12:50:11.900403Z digest=sha256:d427b627c746f59064344a6ec588fc922c2dead2bd34d2652e12b25fc3801998

Observation f82961a8-b413-4894-95e9-f06c6f79ec65 · outbound

This paper cites Widar 3.0: WiFi-based activity recognition dataset,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook Widar 3.0: WiFi-based activity recognition dataset,

Reference 64

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doi, observed 2026-08-07T12:50:19.010101Z

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source=pdf_text observed=2026-08-07T12:50:12.016799Z digest=sha256:4bfafc05cb05dd762422c8056cca316744b675fa9c8f36a2dd573f1b49327615

Observation d7ae6c96-9088-478a-aa36-df5cf64b7aa5 · outbound

This paper cites Data prepro- cessing for supervised leaning,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook Data prepro- cessing for supervised leaning,

Reference 65

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source=pdf_text observed=2026-08-07T12:50:12.100272Z digest=sha256:64132405b0ecd831f67b5f389203c508c9c9afbcfecd717a1c1b7ab0bc3a35ba

Observation dfdcc2af-5755-41ba-ad06-6694f0963e20 · outbound

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

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook Enhancing generalization in human activity recognition through improved Wi-Fi channel state information phase processing and antenna pair selection,

Reference 66

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source=pdf_text observed=2026-08-07T12:50:12.207346Z digest=sha256:71443eecad7dcb26dfbfe23ccf61ca5ea9445c9fc7b70466466571ffb9b875a2

Observation 272ae962-f73c-4119-b86f-c59ef9a74674 · outbound

This paper cites Common phase error correction for OFDM in wireless communication,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook Common phase error correction for OFDM in wireless communication,

Reference 67

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source=pdf_text observed=2026-08-07T12:50:12.276507Z digest=sha256:987da08ef155d3c0ce7909dd1c4ec45e12c53f54485fc894b5b52e918cc41944

Observation 8fead5e4-ae6e-4a1c-975e-459b901be90f · outbound

This paper cites A phase-measurement offset compensation technique suitable for automation,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook A phase-measurement offset compensation technique suitable for automation,

Reference 68

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source=pdf_text observed=2026-08-07T12:50:12.360784Z digest=sha256:0fb9dd4df5c24a49791342f46b128c3ea35d1ab7a641fcb9923e7dbce23c6866

Observation 5ae1d842-1f1a-4e8b-ae70-dd5c181bc9b0 · outbound

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

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook WiFi CSI-based device-free sensing: from fresnel zone model to CSI-ratio model,

Reference 69

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source=pdf_text observed=2026-08-07T12:50:12.477984Z digest=sha256:654162ea13bf1b99f4da9c48dbca9c1271371e97cce13754e7d63cca9e8dd45b

Observation b5f0ae06-0350-4b41-a34f-c7e8052045b2 · outbound

This paper cites Understanding and modeling of WiFi signal based human activity recognition,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook Understanding and modeling of WiFi signal based human activity recognition,

Reference 70

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source=pdf_text observed=2026-08-07T12:50:12.608172Z digest=sha256:6dab07e4ecd8fee43e6917b7b226e7730294ba95a69237cbcc2ca338274999a7

Observation 0c09cea0-8811-4b89-8862-dadd2c9f6338 · outbound

This paper cites Multiple emitter location and signal parameter estima- tion,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook Multiple emitter location and signal parameter estima- tion,

Reference 71

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source=pdf_text observed=2026-08-07T12:50:12.756616Z digest=sha256:6c92853e2a58cb01e239db9e06a192526da0b1da94f4c2fcf99364f23caecf06

Observation c44b284e-d6f7-4a6a-ac4f-b877a837ab9e · outbound

This paper cites Minirocket: A very fast (almost) deterministic transform for time series classification,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook Minirocket: A very fast (almost) deterministic transform for time series classification,

Reference 72

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:50:12.887159Z digest=sha256:894e9af8478f807208de2bda30b569749f735d47536b8b35ae0f4521d3d441cb

Observation 556b8afb-fd25-46d2-8833-0813f5cd7295 · outbound

This paper cites Efficient processing of deep neural networks: A tutorial and survey,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook Efficient processing of deep neural networks: A tutorial and survey,

Reference 73

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:50:13.022484Z digest=sha256:f1f5a0f0877b9e51262f13dbb86eb919a5231ea96e2fc7a47adce852021003e2

Observation 22f267b6-8bac-4b35-858c-7721008e560e · outbound

This paper cites WiCount: A deep learning approach for crowd counting using WiFi signals,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook WiCount: A deep learning approach for crowd counting using WiFi signals,

Reference 74

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no resolver link, observed 2026-08-07T12:50:13.141524Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:50:13.141524Z digest=sha256:0b59475f5d779d47ccdc29a8198079f2dae69a0b7811b025e8968a9a8610ecfa

Observation 988ef4d9-c8e6-4a6e-b730-b1aa508ffb70 · outbound

This paper cites Recent advances in convolutional neural networks,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook Recent advances in convolutional neural networks,

Reference 75

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no resolver link, observed 2026-08-07T12:50:13.235977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:50:13.235977Z digest=sha256:60d26a756ffb65b1df8c0949664d914b3f1fc7a127d536c8bbf1b4b1b84cd489

Observation 4eded2d7-ffe4-4e4e-a3ed-d1ece8df3dd5 · outbound

This paper cites CNN-based device-free health monitoring and prediction system using WiFi signals,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook CNN-based device-free health monitoring and prediction system using WiFi signals,

Reference 76

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verified fuzzy
raw_fallback, observed 2026-08-07T12:50:30.262486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T12:50:13.379551Z digest=sha256:5d85d00a810e930e711b44213b9036075e8c0a2a1576d0bfb8e636743579fb01

Observation 83016268-5b86-4d38-ba5c-b943f78a3b71 · outbound

This paper cites A CNN-MLP deep model for sensor-based human activity recognition,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook A CNN-MLP deep model for sensor-based human activity recognition,

Reference 77

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verified fuzzy
raw_fallback, observed 2026-08-07T12:50:30.109817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T12:50:13.478406Z digest=sha256:438fbeb9cadd1a7593499ec621122d210f1d0279770aa4edd591e787ff495cd6

Observation 0dd09c0f-d5e2-4c56-a9bd-e603a1dd87d2 · outbound

This paper cites Recent Advances in Recurrent Neural Networks.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook Recent Advances in Recurrent Neural Networks

Reference 78

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no resolver link, observed 2026-08-07T12:50:13.576374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:50:13.576374Z digest=sha256:4efc724f5f125596e997600611a200d0ebe8367b33f82788467e8ef8243a1ba3

Observation e6f890eb-4bf9-49f5-8cfc-d37f68f1dad6 · outbound

This paper cites Recurrent neural networks for accurate rssi indoor localization,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook Recurrent neural networks for accurate rssi indoor localization,

Reference 79

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raw_fallback, observed 2026-08-07T12:50:29.932584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T12:50:13.688343Z digest=sha256:3ce955d1c7fbb058bccdcf6acb1efa98955a09dde28b755d9ef1ee861135cf1a

Observation 13eca5c8-ec18-4007-80f0-5afe58f7e517 · outbound

This paper cites A WiFi-based smart home fall detection system using recurrent neural network,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook A WiFi-based smart home fall detection system using recurrent neural network,

Reference 80

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raw_fallback, observed 2026-08-07T12:50:29.701344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T12:50:13.778001Z digest=sha256:8d68791dae572c0302108013cc5e457b65e101791207e9840b09497cb911696e

Observation d01542f4-9e45-46d9-81ff-f8d9d2f4fe3c · outbound

This paper cites Commodity WiFi sensing in ten years: Status, challenges, and opportunities,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook Commodity WiFi sensing in ten years: Status, challenges, and opportunities,

Reference 81

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verified fuzzy
raw_fallback, observed 2026-08-07T12:50:29.508548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T12:50:13.850124Z digest=sha256:ea3b5483fe6f7a953d6907bfa24d185bbeb430d050bf74730ab85a6d42475b76

Observation 01a83ea2-7e09-464e-b0cb-254ed755651a · outbound

This paper cites Fundamentals of recurrent neural network (RNN) and long short-term memory (LSTM) network,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook Fundamentals of recurrent neural network (RNN) and long short-term memory (LSTM) network,

Reference 82

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verified fuzzy
raw_fallback, observed 2026-08-07T12:50:29.283032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T12:50:13.925068Z digest=sha256:9a96019d4c2c76474d8381dfc6a8f6293e67713a8f7bed95418b4759b6e86bf0

Observation aa1e222b-5f59-430a-8100-2d918bcb61c1 · outbound

This paper cites Multi-user human activity recognition through adaptive location-independent WiFi signal characteristics,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook Multi-user human activity recognition through adaptive location-independent WiFi signal characteristics,

Reference 83

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verified fuzzy
raw_fallback, observed 2026-08-07T12:50:29.053028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T12:50:14.027484Z digest=sha256:6e8e4335ba70e6e0c2ca8006d33e260323df72aa21a485ab9184d0cd9bc8a86d

Observation 250f8f28-2a75-4d04-83eb-d4651c7bcec8 · outbound

This paper cites LSTM-based jamming detection and forecasting model using transport and application layer parameters in Wi-Fi based IoT systems,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook LSTM-based jamming detection and forecasting model using transport and application layer parameters in Wi-Fi based IoT systems,

Reference 84

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verified fuzzy
raw_fallback, observed 2026-08-07T12:50:28.872856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T12:50:14.133103Z digest=sha256:ae7ae166846dc0bafa351452fba6521ebe0db4022f2f2f63908dfe835864ec1c

Observation cf7b4ac8-a2ea-4dac-aecc-6e912b5cbe21 · outbound

This paper cites Wi-SensiNet: Through-wall human activity recognition based on WiFi sensing,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook Wi-SensiNet: Through-wall human activity recognition based on WiFi sensing,

Reference 85

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verified fuzzy
raw_fallback, observed 2026-08-07T12:50:28.668704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T12:50:14.212014Z digest=sha256:cd149acbd825b7492f997ab14071a6ce9761140f9b1fc3248a7382a8bad44107

Observation 8c4296fc-b0df-4797-a826-5768f0e2d5e4 · outbound

This paper cites Bidirectional LSTM-CRF Models for Sequence Tagging.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook Bidirectional LSTM-CRF Models for Sequence Tagging

Reference 86

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:50:14.297060Z digest=sha256:b025d4163b30620f661251672cbadff0ce8f161f6382b047f6811a9a7a2c1d4d

Observation cc2bdfbc-8d57-4d01-8510-c638a3de2331 · outbound

This paper cites Time-selective RNN for device-free multiroom human presence detection using WiFi CSI,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook Time-selective RNN for device-free multiroom human presence detection using WiFi CSI,

Reference 87

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verified fuzzy
raw_fallback, observed 2026-08-07T12:50:28.424790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T12:50:14.350744Z digest=sha256:838533665d34dc9988ebc969fc339129e09ece0495b5241c376a2d6d29eae864

Observation 307a50cb-a03b-4b9e-8ba0-57da117cd1a5 · outbound

This paper cites Robofisense: Attention-based robotic arm activity recognition with WiFi sensing,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook Robofisense: Attention-based robotic arm activity recognition with WiFi sensing,

Reference 88

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raw_fallback, observed 2026-08-07T12:50:28.229977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T12:50:14.442425Z digest=sha256:865907abf0649bccce55ca5956df89f043e8efa2d046fc58d8448b352cedaf42

Observation 6eb9c988-f4c5-4f43-8ecf-be6722af458b · outbound

This paper cites A survey of transformers,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook A survey of transformers,

Reference 89

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:50:14.521632Z digest=sha256:e83528a3d033324877ba175aecb066c4e5262791a9359af4df6e58cf5668fb94

Observation 59b69028-8efb-4471-9a06-e3a410602709 · outbound

This paper cites xLSTM: Extended Long Short-Term Memory.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook xLSTM: Extended Long Short-Term Memory

Reference 90

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:50:14.584686Z digest=sha256:36bb9a01e91ca0f9c685f01fd15600a69d5c2bdbd48f1df69879a5538c9a5189

Observation dcc7b388-a076-4481-a13d-1164dfbad79c · outbound

This paper cites Noise identification with the k- means algorithm,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook Noise identification with the k- means algorithm,

Reference 91

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verified fuzzy
raw_fallback, observed 2026-08-07T12:50:28.086371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T12:50:14.650517Z digest=sha256:059547c8e1c695495d8105d989c38da8bac9f59cf42e9314d390e7908f633c65

Observation 4d040bdf-f2cc-4839-bf2d-3b8d5f4f40c1 · outbound

This paper cites Multiple-perspective clustering of passive Wi-Fi sensing trajectory data,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook Multiple-perspective clustering of passive Wi-Fi sensing trajectory data,

Reference 92

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verified fuzzy
raw_fallback, observed 2026-08-07T12:50:27.939800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T12:50:14.716015Z digest=sha256:dde3efccaa6bdb5afaf6938fae61b0396b88795b384979d1dd02021cf887c15f

Observation cb0044fd-31ff-4a49-b203-82398de6d2c4 · outbound

This paper cites SwinFi: a CSI Compression Method based on Swin Transformer for Wi-Fi Sensing.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook SwinFi: a CSI Compression Method based on Swin Transformer for Wi-Fi Sensing

Reference 93

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verified exact
local_arxiv, observed 2026-08-07T12:50:19.389342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T12:50:14.769869Z digest=sha256:af80969fc41f3e2578ef6a026a25ca9a65e15dc90d953a45116b9eba527af9ed

Observation b015ac9a-3efd-4b53-9c31-cc28ab03b833 · outbound

This paper cites Autosen: improving automatic WiFi human sensing through cross-modal autoencoder,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook Autosen: improving automatic WiFi human sensing through cross-modal autoencoder,

Reference 94

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raw_fallback, observed 2026-08-07T12:50:27.702619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T12:50:14.862979Z digest=sha256:0b5906f12b7bfd45719735de176658a33d211cbaaaf987d320fe2afaa53bee8a

Observation cea08dd6-8dd2-4d12-a1ad-d21c1e4c1705 · outbound

This paper cites A robust CSI-based Wi-Fi passive sensing method using attention mechanism deep learning,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook A robust CSI-based Wi-Fi passive sensing method using attention mechanism deep learning,

Reference 95

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raw_fallback, observed 2026-08-07T12:50:27.476033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T12:50:14.938107Z digest=sha256:2eded713b50033c86cc500bf2c1346f25e55dc7b15a81982f84742b7cf3f111d

Observation c5c04598-081e-4ef1-9377-d4963f455426 · outbound

This paper cites FewSense, towards a scalable and cross-domain Wi-Fi sensing system using few-shot learning,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook FewSense, towards a scalable and cross-domain Wi-Fi sensing system using few-shot learning,

Reference 96

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raw_fallback, observed 2026-08-07T12:50:27.276776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T12:50:15.016748Z digest=sha256:6962ecbbfd2e881833c6b43e44be42b72f80a009ddb52216deff7c7502d47493

Observation e0460fec-943d-4a07-b5d3-429e0fbdaf72 · outbound

This paper cites One is enough: Enabling one-shot device-free gesture recognition with cots WiFi,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook One is enough: Enabling one-shot device-free gesture recognition with cots WiFi,

Reference 97

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verified fuzzy
raw_fallback, observed 2026-08-07T12:50:27.149539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T12:50:15.122108Z digest=sha256:19a9d0c341793c3cd7fdc7397d1538868e7b12c85c2284dbeec26c30e54f57f9

Observation 973d6d84-a3df-49fd-8b15-d613b3850683 · outbound

This paper cites A survey on contrastive self-supervised learning,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook A survey on contrastive self-supervised learning,

Reference 98

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verified fuzzy
raw_fallback, observed 2026-08-07T12:50:27.027622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T12:50:15.207548Z digest=sha256:d00daefcf6d16f985d927da088e260533be63b5d3412ecf4e1aa6c8e47d62c78

Observation 1ea92679-a64d-41a7-93fe-a6104162186d · outbound

This paper cites A comprehensive survey on source-free domain adaptation,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook A comprehensive survey on source-free domain adaptation,

Reference 99

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no resolver link, observed 2026-08-07T12:50:15.288813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:50:15.288813Z digest=sha256:75d751afc04bf0203228a775a6a24bb8daef52da36750620e185d5d42a4d2b55

Observation c605c847-905c-4496-891b-55d4593c10ac · outbound

This paper cites Autofi: Toward automatic wi-fi human sensing via geometric self-supervised learning,.

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook Autofi: Toward automatic wi-fi human sensing via geometric self-supervised learning,

Reference 100

Resolution
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raw_fallback, observed 2026-08-07T12:50:26.793092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T12:50:15.400068Z digest=sha256:cd49e453c20cd4a0f93c45a0a4269adceceead551afa5a3a701c79fe030dfd2c

Pith citing papers

Observation 8f5c787e-8e06-4670-968f-ba6e4764d2c7 · inbound

The Rosenberg $ \mathbb{S}^{1} $-Stability Conjecture for $ \chi(X) = 0 $ cites this paper.

The Rosenberg $ \mathbb{S}^{1} $-Stability Conjecture for $ \chi(X) = 0 $ A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook

Reference 6

Resolution
verified exact
local_arxiv, observed 2026-07-10T04:56:45.950033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-07-10T04:47:32.932155Z digest=sha256:8818599d75e87571bed826ff631c5bce0b23d633511513b2d44add64960ab191