Pith. sign in

Paper Citation Record · LEDGER

Integrated user scheduling and beam steering in over-the-air federated learning for mobile IoT

As of 15 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 0 inbound Pith citation observations for arXiv:2508.00341.

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

pith.paper-citation-record.v1
2508.00341 v1

Coverage vector

measured 54 of 54 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T10:19:56.523942Z

measured 54 of 54 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+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

54 of 54 outbound references displayed

  • verified exact1
  • verified fuzzy7
  • unresolved46
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1839425b-eca2-4bc2-b8a7-989d9eadba02 · outbound

This paper cites 3GPP TR 45.820: Cellular System Support for Ultra-Low Complexity and Low Throughput Internet of Things (Release 13).

Integrated user scheduling and beam steering in over-the-air federated learning for mobile IoT 3GPP TR 45.820: Cellular System Support for Ultra-Low Complexity and Low Throughput Internet of Things (Release 13)

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:19:57.235545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T10:19:56.339332Z digest=sha256:a48144715d08af1727cff0472dac609180205117f90f8992792c9c316be03af9

Observation 2b89768f-e86c-40b5-8ca6-3f22aa976141 · outbound

This paper cites an unresolved cited work.

Integrated user scheduling and beam steering in over-the-air federated learning for mobile IoT Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:19:57.225097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T10:19:56.343106Z digest=sha256:b8562ac01e4ceddedb689ffd770030d11908819ea588b752fe295d073123e6cd

Observation 727fc2a8-492b-4398-b6ed-6f948e232a85 · outbound

This paper cites an unresolved cited work.

Integrated user scheduling and beam steering in over-the-air federated learning for mobile IoT Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:19:57.214382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T10:19:56.346744Z digest=sha256:27f42646195601104749ac0f0ffc8e32689fff31defbf5c577796c9dc1893900

Observation f54bf49c-1f80-48a5-805b-de4cce0b4302 · outbound

This paper cites an unresolved cited work.

Integrated user scheduling and beam steering in over-the-air federated learning for mobile IoT Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:19:57.103871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T10:19:56.350977Z digest=sha256:c9f17b58ecb27c5a9494e3609d80d107641a82e2679d1bdab5ae935b1060707a

Observation 4b03f755-524e-4012-9792-5944957fe057 · outbound

This paper cites an unresolved cited work.

Integrated user scheduling and beam steering in over-the-air federated learning for mobile IoT Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:19:57.083517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T10:19:56.359536Z digest=sha256:7cf95e1b883651982ff88ff2c5016570cfe3b32154813296195b73e3772fc131

Observation d4ddb99c-fdc0-4c28-bd5d-f2a6f610727c · outbound

This paper cites an unresolved cited work.

Integrated user scheduling and beam steering in over-the-air federated learning for mobile IoT Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:19:57.072137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T10:19:56.363057Z digest=sha256:72dc276f6612ad234c2f1ce5339af61b081b0ee4b437d4befb291a5a7ea0274a

Observation e8f46b45-264e-4941-91da-b39f00c238cb · outbound

This paper cites an unresolved cited work.

Integrated user scheduling and beam steering in over-the-air federated learning for mobile IoT Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:19:57.061026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T10:19:56.367606Z digest=sha256:6c1b08b1b3a1196466f6e347d05b6e0af59adea7074021e9b0d8d0fc997a2bc7

Observation d3360b4d-fda6-4e5f-a4ec-0b9072b90724 · outbound

This paper cites an unresolved cited work.

Integrated user scheduling and beam steering in over-the-air federated learning for mobile IoT Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:19:57.049282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T10:19:56.371538Z digest=sha256:59b8946ecb658ecfc804f9de77ffa6e763024ca812813ecfac5dc4bde46d8391

Observation aebeb351-e3ca-468e-b958-343905f744b4 · outbound

This paper cites an unresolved cited work.

Integrated user scheduling and beam steering in over-the-air federated learning for mobile IoT Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:19:57.038727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T10:19:56.374749Z digest=sha256:894674b98b352471d9787ac705e7ac0a03313045bc52dfd8c16f5686c1418109

Observation 1dd6e54d-cc2f-444a-a0e8-de2b2501c030 · outbound

This paper cites an unresolved cited work.

Integrated user scheduling and beam steering in over-the-air federated learning for mobile IoT Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:19:57.029138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T10:19:56.378287Z digest=sha256:eda10a8038fe383db93a52ffaf502de92a30ab3f722117fb2e64fb990e11bc5b

Observation 4de951d4-dc22-441e-85c4-dff8e1605e03 · outbound

This paper cites an unresolved cited work.

Integrated user scheduling and beam steering in over-the-air federated learning for mobile IoT Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:19:57.018733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T10:19:56.381844Z digest=sha256:72b372e853654efc68ce0315960bd15f48ec990b357f2175b3dd089a80c3fad9

Observation e6b79d16-272c-4da1-8c8c-c341c08f9d32 · outbound

This paper cites an unresolved cited work.

Integrated user scheduling and beam steering in over-the-air federated learning for mobile IoT Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:19:57.007964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T10:19:56.385039Z digest=sha256:02f81192a586851624bae13e780a3001d9bda2d2c135902423b5e63f5b4bd409

Observation fa41ee1e-e394-459b-bc49-fbfe4e6239e4 · outbound

This paper cites an unresolved cited work.

Integrated user scheduling and beam steering in over-the-air federated learning for mobile IoT Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:19:56.994146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T10:19:56.388534Z digest=sha256:4e8619faa0ab1305bd7a4bfc659f91b83926e438060182af9e78de3c7fb23f39

Observation 6b39f395-d63d-4876-9906-9cb73c8e4274 · outbound

This paper cites an unresolved cited work.

Integrated user scheduling and beam steering in over-the-air federated learning for mobile IoT Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:19:56.983350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T10:19:56.391787Z digest=sha256:e53ccf38fa841ad5f36a3d57d39e3139b7822740e374be3f710195c2a4940363

Observation 5ad5eb68-9b0d-4152-a04a-4a76f00997be · outbound

This paper cites an unresolved cited work.

Integrated user scheduling and beam steering in over-the-air federated learning for mobile IoT Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:19:56.971052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T10:19:56.395046Z digest=sha256:ab00f6eb121a76d1fde116b570544499f2bf6e4e65423002081a702457e3c3a9

Observation c1630551-eaf6-47df-bd7e-8f07b8d6c7aa · outbound

This paper cites an unresolved cited work.

Integrated user scheduling and beam steering in over-the-air federated learning for mobile IoT Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:19:56.958949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T10:19:56.398210Z digest=sha256:49687cc1fec4527b80c5dc4efb2065ea8a87fd103da28cc47cc153b617b30a2c

Observation 0da1e3a1-735d-465e-aac0-0f932c3c92a5 · outbound

This paper cites Lee Swindlehurst, and Daeyoung Park.

Integrated user scheduling and beam steering in over-the-air federated learning for mobile IoT Lee Swindlehurst, and Daeyoung Park

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:19:56.948572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T10:19:56.401449Z digest=sha256:b7755fee6e04393807a9059f5f300728279e04413acf8ddb71c4970df3e6c399

Observation ed105227-cab8-4b70-bb47-8d0007e326cb · outbound

This paper cites an unresolved cited work.

Integrated user scheduling and beam steering in over-the-air federated learning for mobile IoT Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:19:56.936781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T10:19:56.404517Z digest=sha256:b0f9008a14e0872a2ac2ef864b6ee365123a0d14cdd117195c19f18e28f81e4e

Observation 97bfbdb0-e7a8-491f-a740-c9eec75e6112 · outbound

This paper cites an unresolved cited work.

Integrated user scheduling and beam steering in over-the-air federated learning for mobile IoT Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:19:56.924879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T10:19:56.408181Z digest=sha256:2ea5c4cde5111f83c43a01c48b9916f0ca14e1a068ca1fe38bfe86eebe663925

Observation f6006405-feb9-4a62-ad61-382018251f1c · outbound

This paper cites an unresolved cited work.

Integrated user scheduling and beam steering in over-the-air federated learning for mobile IoT Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:19:56.914274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T10:19:56.411548Z digest=sha256:a8f8fa468f82a07a71eb548bd3353d8a19c41b5807a7b4317644c8acc825413f

Observation f501ab53-a047-45be-8c50-8b86011eed67 · outbound

This paper cites an unresolved cited work.

Integrated user scheduling and beam steering in over-the-air federated learning for mobile IoT Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:19:56.904150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T10:19:56.414733Z digest=sha256:2af667e62d7a4c917abcc24b2c035bca95df73d1b346534119471de8d2f65e7c

Observation 2cf611f3-813c-4346-ae6c-4ff65e96e7e4 · outbound

This paper cites an unresolved cited work.

Integrated user scheduling and beam steering in over-the-air federated learning for mobile IoT Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:19:56.893059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T10:19:56.417952Z digest=sha256:c181edb773b9989c48bd6ff144379cbe35b10760ce42b1b1ae57e6b986034d78

Observation 2b09d754-46db-4190-8a6f-4cf3a9952d4d · outbound

This paper cites Sidiropoulos, Paul Tseng, and Shuzhong Zhang.

Integrated user scheduling and beam steering in over-the-air federated learning for mobile IoT Sidiropoulos, Paul Tseng, and Shuzhong Zhang

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:19:56.881833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T10:19:56.421150Z digest=sha256:26198b8fbcbaf0b35c2efb042a152a4253df7e31e880f65b70bc044cbb4351d4

Observation 681acdb4-9d75-47a0-b703-e51d2920a372 · outbound

This paper cites an unresolved cited work.

Integrated user scheduling and beam steering in over-the-air federated learning for mobile IoT Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:19:56.871136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T10:19:56.424458Z digest=sha256:f54f203b1919eca977fb84587e5f4d98129e632ccc83d9ca27295d6a85d46d98

Observation 860fa9cf-548b-4f90-a267-f8795b5dbe8a · outbound

This paper cites an unresolved cited work.

Integrated user scheduling and beam steering in over-the-air federated learning for mobile IoT Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:19:56.861282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T10:19:56.427604Z digest=sha256:deff536904a3d003f2ed2109f51e27e8b41d21ebb805e126bc3ef83923e4809d

Observation ac0167d8-06d4-462d-a99e-0c6b935f8bbf · outbound

This paper cites an unresolved cited work.

Integrated user scheduling and beam steering in over-the-air federated learning for mobile IoT Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:19:56.851482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T10:19:56.430800Z digest=sha256:b423c655ec27a466d3135b57300c380c73acbcd88b0ee643192fbdd655e8db83

Observation 2c3e66f4-9e68-45e1-9b73-2ac85cf88bea · outbound

This paper cites an unresolved cited work.

Integrated user scheduling and beam steering in over-the-air federated learning for mobile IoT Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:19:56.841237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T10:19:56.434020Z digest=sha256:908b74c0d0367a37ea2b928ad7e65065f76a67009acafdd370b1f7b8234e1be8

Observation 547c2892-1f77-4164-86cc-10245fd20bf6 · outbound

This paper cites an unresolved cited work.

Integrated user scheduling and beam steering in over-the-air federated learning for mobile IoT Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:19:56.831413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T10:19:56.437294Z digest=sha256:8833109961533adefec0c0bcbe29bbb905222021798154d65acc25c8550ca339

Observation f42e7053-2e2f-4502-924d-514aa0768168 · outbound

This paper cites an unresolved cited work.

Integrated user scheduling and beam steering in over-the-air federated learning for mobile IoT Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:19:56.820651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T10:19:56.440773Z digest=sha256:b0638babb9a3dc64d7504f8b9b351ee10dc9a67dd4efe3cdd6538225253f7554

Observation c65d57c8-e7d2-4bc2-bc8e-845d02d760b3 · outbound

This paper cites an unresolved cited work.

Integrated user scheduling and beam steering in over-the-air federated learning for mobile IoT Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:19:56.808258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T10:19:56.443986Z digest=sha256:275d3c77a686be45608df7f2ecc5f559711a7fe4313edc2748ef7749f1b7f4c6

Observation ac99cf70-8a6d-4aa6-8605-814e520d8656 · outbound

This paper cites an unresolved cited work.

Integrated user scheduling and beam steering in over-the-air federated learning for mobile IoT Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:19:56.797445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T10:19:56.448006Z digest=sha256:32da39e9e26cd82f74a6065a7ddc5d1a3fa58687f3aee3b1ba45f7bcc8a1f70b

Observation 4b197583-04f4-47f2-9d79-0d95b6e50ad9 · outbound

This paper cites Mainul Haque, Li Chen, Fei Xu, and Xu Yuan.

Integrated user scheduling and beam steering in over-the-air federated learning for mobile IoT Mainul Haque, Li Chen, Fei Xu, and Xu Yuan

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:19:56.786080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T10:19:56.451937Z digest=sha256:b2ec4d6507d7ef61989efa4553832de61f5a736822c50c415003786f4982a7ba

Observation a239d5a0-b7df-4114-a761-43cfbd99ca25 · outbound

This paper cites an unresolved cited work.

Integrated user scheduling and beam steering in over-the-air federated learning for mobile IoT Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:19:56.775371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T10:19:56.455086Z digest=sha256:7afc0047fe766d2dc01a9c7fd8073f041db03ee54b1ce5907828d233bf66c3df

Observation 11fb5152-8099-48f4-99f0-03b07707dfcb · outbound

This paper cites an unresolved cited work.

Integrated user scheduling and beam steering in over-the-air federated learning for mobile IoT Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:19:56.765917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T10:19:56.458235Z digest=sha256:c2c2a21de8a9e90504fd2584558fe120931aa2dd7ae5fd1f078dbd45eff6b04c

Observation 2d8f01c8-fa6b-4851-9c95-041520546046 · outbound

This paper cites an unresolved cited work.

Integrated user scheduling and beam steering in over-the-air federated learning for mobile IoT Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:19:56.755858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T10:19:56.461604Z digest=sha256:96b561f52260739f2afc13c82c936009f14ed7071f4c329ffee80c5714510999

Observation 3be82678-3465-42a4-a371-8e0c65aee3c3 · outbound

This paper cites an unresolved cited work.

Integrated user scheduling and beam steering in over-the-air federated learning for mobile IoT Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:19:56.746399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T10:19:56.465136Z digest=sha256:e12be1ef8b8a93ce6c78f5682658d677c6c54a6b8c1a17a0baa86fe6f6f805f6

Observation 53f5f357-8b75-497e-8c0c-89b394f238d1 · outbound

This paper cites an unresolved cited work.

Integrated user scheduling and beam steering in over-the-air federated learning for mobile IoT Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:19:56.735427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T10:19:56.468437Z digest=sha256:12e9053e6b90d322bd52006d96bd51fcfa263fab1e760d5443cbb1ebe35bde29

Observation 1b7e8bd7-702f-4b83-aa2f-f8f22dcdf9a1 · outbound

This paper cites Quek, Jun Zhang, and Hongbo Zhu.

Integrated user scheduling and beam steering in over-the-air federated learning for mobile IoT Quek, Jun Zhang, and Hongbo Zhu

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:19:56.724733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T10:19:56.471674Z digest=sha256:913ab4c82c0c718f34437131c0b53d8dba1bcb7b616cf1418384a820da69c53d

Observation 3c607397-2889-4f51-a1de-1d0fc6f29e04 · outbound

This paper cites Random Aggregate Beamforming for Over-the-Air Federated Learning in Large-Scale Networks.

Integrated user scheduling and beam steering in over-the-air federated learning for mobile IoT Random Aggregate Beamforming for Over-the-Air Federated Learning in Large-Scale Networks

Reference 39

Resolution
verified exact
local_arxiv, observed 2026-08-06T10:19:56.559668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T10:19:56.475129Z digest=sha256:8fd4f5ef62c062330eb195f5ea37df41877bfb11e5a4d0389287dd1033e6741b

Observation 62d03b9a-f408-4db2-ba03-e173c19033c1 · outbound

This paper cites an unresolved cited work.

Integrated user scheduling and beam steering in over-the-air federated learning for mobile IoT Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:19:56.715159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T10:19:56.478735Z digest=sha256:a8bd350a142526a65f42081b67fca6cdf72b247a7af6d827fd394a89a5bbdeff

Observation 821de6c8-dce3-418a-bc94-d2b2efe81bf6 · outbound

This paper cites an unresolved cited work.

Integrated user scheduling and beam steering in over-the-air federated learning for mobile IoT Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:19:56.704076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T10:19:56.482398Z digest=sha256:a5622982bb7cafa18a2594f86091a6f10ca8c7d555256925482f818557e6d6f3

Observation fc6fe42a-0828-4513-bc5d-a7bf40a2de18 · outbound

This paper cites an unresolved cited work.

Integrated user scheduling and beam steering in over-the-air federated learning for mobile IoT Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:19:56.693991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T10:19:56.486063Z digest=sha256:ceb419d22f3ef39a7bfc4ee8be1a16063792ad0e6642e485a153972802db5981

Observation 949b1977-816e-4e1b-bb79-3f37f0675e28 · outbound

This paper cites an unresolved cited work.

Integrated user scheduling and beam steering in over-the-air federated learning for mobile IoT Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:19:56.684070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T10:19:56.489915Z digest=sha256:c4bc9d042368e4188603c8fa2616feb4b2d6e8f6bfc92e289287f8160ffabee5

Observation a10f2dd2-9764-45dc-b571-ffd04856ff2f · outbound

This paper cites an unresolved cited work.

Integrated user scheduling and beam steering in over-the-air federated learning for mobile IoT Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:19:56.673322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T10:19:56.493349Z digest=sha256:623e2aafc94d86a120f141140dcd1603967d16732dc0426f0bdd8deadd9f7049

Observation 53eeefa1-6f83-4c82-952f-8602c7bc5c86 · outbound

This paper cites an unresolved cited work.

Integrated user scheduling and beam steering in over-the-air federated learning for mobile IoT Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:19:56.662372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T10:19:56.496837Z digest=sha256:6a0b1acac354cf9b075ba922157cedacd890393d6e707e3dc516daf9e8bb1506

Observation 6d17089d-73ba-416f-8435-b574d784f1cd · outbound

This paper cites an unresolved cited work.

Integrated user scheduling and beam steering in over-the-air federated learning for mobile IoT Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:19:56.652446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T10:19:56.500263Z digest=sha256:cc46b63557d2343df9d89e2ae8fa1acfe72b2271d63d08a363d406babad2b940

Observation e67bbc9c-2a61-4127-8849-6916c308d548 · outbound

This paper cites Yang, Debin Liu, Wanli Lu, Chenlu Zhu, and Yiheng Ruan.

Integrated user scheduling and beam steering in over-the-air federated learning for mobile IoT Yang, Debin Liu, Wanli Lu, Chenlu Zhu, and Yiheng Ruan

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:19:56.640362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T10:19:56.503626Z digest=sha256:640b5beb0e4716d395bfcee8f97bb1bc5f1da065196bb70464b53f94f38afc9a

Observation 666e837c-763b-4b6a-aeeb-a86461b85b7a · outbound

This paper cites an unresolved cited work.

Integrated user scheduling and beam steering in over-the-air federated learning for mobile IoT Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:19:56.629488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T10:19:56.506911Z digest=sha256:30e4f36bfe8050ceee829b235ca57a33f0cd4ac3a85ef91456cdcf19fbaa6311

Observation 1272407c-0c1e-4b6c-a022-d182e99deb3b · outbound

This paper cites an unresolved cited work.

Integrated user scheduling and beam steering in over-the-air federated learning for mobile IoT Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:19:56.616788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T10:19:56.510077Z digest=sha256:d2130301e023c8bce81aaecd081de1f84b2f24195c5d80ea4674bb7293156925

Observation 58289ff7-475f-4423-a7fc-6aa5ece14add · outbound

This paper cites an unresolved cited work.

Integrated user scheduling and beam steering in over-the-air federated learning for mobile IoT Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:19:56.605946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T10:19:56.513488Z digest=sha256:035468c60c0980d86b81249d31cffe98b1ce4a5580317fa038d613040dcde722

Observation b9343848-ccc3-435c-9297-92a09d889ccc · outbound

This paper cites an unresolved cited work.

Integrated user scheduling and beam steering in over-the-air federated learning for mobile IoT Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:19:56.594819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T10:19:56.516993Z digest=sha256:0d8779a9bcdb0ba14e8510b3b8c5afd8cf8a8dfd8dbfb75cb2f0c4098be6a38c

Observation dbca1626-fc3f-457d-9571-68528cd38cc8 · outbound

This paper cites an unresolved cited work.

Integrated user scheduling and beam steering in over-the-air federated learning for mobile IoT Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:19:56.582969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T10:19:56.520295Z digest=sha256:acf792b3107b06ca2c45d069e8803699b23c288248a2cb1319b9b714e936960b

Observation a3ebfd3d-0c25-419e-a86d-c6207c69b4cc · outbound

This paper cites an unresolved cited work.

Integrated user scheduling and beam steering in over-the-air federated learning for mobile IoT Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-06T10:19:56.572340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T10:19:56.523942Z digest=sha256:1c3d96890b3f1c40488d27a16febeccbb2a7476676089361285fdb0fa05240a2

Observation 06766404-7c68-468d-9db4-026030ab52fb · outbound

This paper cites IEEE Internet Things J.

Integrated user scheduling and beam steering in over-the-air federated learning for mobile IoT IEEE Internet Things J

Reference 2022

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:19:57.094394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T10:19:56.355827Z digest=sha256:26b762e664f886ac0d0f4b4eccb7c9303743880010bb90ccb651e511e1202795

Pith citing papers

No inbound Pith citation observations are available.