Pith. sign in

Paper Citation Record · LEDGER

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

As of 18 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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:19:56.339332Z digest=sha256:745545302d96e9f0bad7ed295aff15b0927c08aca39ff3650af99c86b7f2e1c6

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:19:56.343106Z digest=sha256:7b7b0de1ae8d8e86a7c9270b15e2147c39dfda6a6f5d05fcc1438538dafe6ed7

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:19:56.346744Z digest=sha256:ea2ca493d3ae17988a1a27c0637da5a2625d51bbf73a1164a8db82234283e02e

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:19:56.350977Z digest=sha256:719d860626ac81ba6154186ee8c1f38dbdcc9e6e133d116aabd13eca43df9102

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:19:56.359536Z digest=sha256:31ccd44861dcff7d155012d23e1cab8b8d490db4c6e14d3d2d759d9cc42df74d

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:19:56.363057Z digest=sha256:0e3a572be50bd7822b5a0510d08df9596e25a13a5cb62f24307550d85a5a792e

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:19:56.367606Z digest=sha256:f507af21e69efb3b8be3a4d3da9bf46ebc14dff25fcb0f877de79b7060e1a754

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:19:56.371538Z digest=sha256:7764f11b6b66201cec10ddf1d49ab32d54a1067f8427533d37e5b1c303346d7d

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:19:56.374749Z digest=sha256:12edd75f1e321af6ea0d88f1f59e08d3d15849c07faa7523a7f581c2d78ba3f3

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:19:56.378287Z digest=sha256:6874eb2320b657a956038f8646f56e3f3211eeec3cc0715ca50a6f9fd0519c10

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:19:56.381844Z digest=sha256:1f8549a4a529634b309d85667aa954d245fb25891b7045f20d4272cb1a49e102

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:19:56.385039Z digest=sha256:a04a72352f831d4b54ea8760e9fce6b1a3a51885cd565fc1340e026c0a16eef6

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:19:56.388534Z digest=sha256:e9702d9adc3b893854decd73cf2f93504dca440841ac6baa9e8e680e16d4d50f

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:19:56.391787Z digest=sha256:9e7d3aa07cb3c17bd45b57f042f4695f45ecf19b1f6709f45cba3cdabb0068cd

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:19:56.395046Z digest=sha256:266f2f51a499193b55bce304514da4cada846424e072a318dcdc3c9f2d4ff67b

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:19:56.398210Z digest=sha256:d47a1ff1850dd5a1c94bfe7e637563eef171ebfade9be02a8a11c3f68303df96

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:19:56.401449Z digest=sha256:9a006f41e0635a8b4e8a4adfbd5057faa97ceb23cc08d50f6823a492e017f621

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:19:56.404517Z digest=sha256:0a3e1bcea6c4a5a7642b67f3a6effcd62da9830f8c75d37606d4ba46ea371423

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:19:56.408181Z digest=sha256:94775bb85ba52a3a8a5b8c9dea6f94cacde13e45f1c23453dc00a69753f34933

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:19:56.411548Z digest=sha256:212107e5089267baabe8de8ea4f96f1ddf6d754156b066304f2ac8a19d1d08cb

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:19:56.414733Z digest=sha256:1236a8787f97a1ebba48e92d4ad6510afe478bd6db794b9b73aea0bd9b267533

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:19:56.417952Z digest=sha256:5950305b89230ce677668ea89b646575d78aea13e797b66fa3b1ae130bbcc2be

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:19:56.421150Z digest=sha256:82a1faf4f4eb4585136e18071ba4ade3e2789244990678671d659b01afcfbbb3

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:19:56.424458Z digest=sha256:d181884210401a0696ee06ade1f6f642210b01616b697eb48175491cdec2c2b3

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:19:56.427604Z digest=sha256:b5d5fa6f68e4e844354e08c1f82acafb60c88d326c32ec6a4096455b9a807eba

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:19:56.430800Z digest=sha256:f85b4c6dae09fd8a5d8554fe94718d52833b63b3832120b857b5686d8ed5aa82

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:19:56.434020Z digest=sha256:13698b0535c2e7ebf70ed8683b4af781f807893af21821242ce337068cdc4b9b

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:19:56.437294Z digest=sha256:e021de0d50e27846bacb23b585ac9ed5d98a23f3f37a70cce7bef07b8ef5c4a3

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:19:56.440773Z digest=sha256:1c03da851f8e6759be97fe9938684d97c1f74b19c46a705e3fdfcd3ed4798adb

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:19:56.443986Z digest=sha256:b87987cc7af6cd4e39b8516bbb2ee2c31926e7b4e0ad93fcbec5cd44557bff68

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:19:56.448006Z digest=sha256:3b874049176d1d602a1679f0037b98cb171886bfe85136afb51960e2e5095bb3

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:19:56.451937Z digest=sha256:59b03dd185dc5e59767e5a2e34f3589279b1048980b132a6c18a509b9f74e92f

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:19:56.455086Z digest=sha256:739a947462b6e72020b29d0d48551f9848482cb9bc1035b61675ce1a60ba6d24

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:19:56.458235Z digest=sha256:0d970ffbc0f67dc291dee6814f8e7a3afb202bc3cc0f38fabb0a0b2299327c16

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:19:56.461604Z digest=sha256:0600c15aec7f3656497e8523822f5628555e484d1f0822747b5729f0c4e562d3

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:19:56.465136Z digest=sha256:138c0f66cc914617644a959a6701c3f4d9bf098be28112c8b08e0b79e9f81480

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:19:56.468437Z digest=sha256:aaa70f69d36ca222e2ca6e8b3bce72fc6c87f2d43efc6160a7e2deb4383f5ed6

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:19:56.471674Z digest=sha256:7c845e6354d711d295e5e8f7118ff3e4d064a147ebb81ac67a7392aa785474cd

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:19:56.475129Z digest=sha256:cffeff82395aa72f055272be8f7bd90c17db20cb3e6d1502345224958b52f47f

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:19:56.478735Z digest=sha256:811600449595ce3071a09e7b4308a35bdaf154cff38dbb049ff9a269b6ba4d8d

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:19:56.482398Z digest=sha256:99c30276189da2fa16bcb8c54952cf96238b6577305e6bd7ef4ae100b11a88c6

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:19:56.486063Z digest=sha256:97eb18c7473c4eb56de4f4fa2f17e34f5a0686a6fa7d4dbc7b34d0d69f2a418f

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:19:56.489915Z digest=sha256:ccf8c4de500b1720f53be4afaeb259482a532cb913c2e4f076c738e6760f8326

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:19:56.493349Z digest=sha256:a61d1ebd4d45a787e0f9da7c1b7445ae56cf72308695313ee53259d2cff4da39

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:19:56.496837Z digest=sha256:2b8b7b95d05e87a60fd167fb84b3da6abce5c423002c8b94ead0675b97898b2c

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:19:56.500263Z digest=sha256:54ea1aadf50cbbff3c52c33de08cb89d1e540bf9b99acc60eacd5d42f6ab73f7

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:19:56.503626Z digest=sha256:d99038ad35a424f23b2ac297988bd0425ebd5f4d337f80d4fc8ce4c1fe9e9f9c

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:19:56.506911Z digest=sha256:5a5b48a72429aa18e961d84e2353bd6037f1b79821bba5ee443e86157cf9ac2c

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:19:56.510077Z digest=sha256:7c8fcf8474d63c2b0ebe3627efacd570e3514474993089c6ea631b8a83db2b49

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:19:56.513488Z digest=sha256:f2be81abb05f811e3537a3085e35da3bbfdefdb9d28412eb0ea0f41b3e3cd6ff

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:19:56.516993Z digest=sha256:5b5264747f6fffe5c8b54eff062aea073c4096701a70402d7db24d2a35bca790

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:19:56.520295Z digest=sha256:dba50b19aa4414df68835976b67d9a542d0dfa725b1dc4b98d99046a59fab05a

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:19:56.523942Z digest=sha256:792b50a847b74f1d3cbf43f3d58c2947823cd8e1f61c54831b814b9883e04e1f

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T10:19:56.355827Z digest=sha256:1893fc4d86aee7a68fce338ee3a24f73428a5dd25067a794b70980aae3009f8a

Pith citing papers

No inbound Pith citation observations are available.