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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 2026-08-17T06:30:58.91139+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T10:19:56.339332Z digest=sha256:c13b808cbae9479658206672c8b6678a272ea423707102c52a1815d53a2c5141

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T10:19:56.343106Z digest=sha256:8cf613c85de0d480dd305f15c8f1d31fce58202aa982bfcfab2a07873c81390c

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T10:19:56.346744Z digest=sha256:60456cd49d501928097d5878f24b5af8d692883bfc021779f3950a190087e46e

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T10:19:56.350977Z digest=sha256:4f00ff3efd8d88a057ca3e859069a79c932be7782df2aec30d6339c1a2e6a8eb

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T10:19:56.359536Z digest=sha256:690074a9da4f76dff9f516434f23875a2b2e03ae1a3600c887ed444d3646f5e6

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T10:19:56.363057Z digest=sha256:93638b96ef6545a372814b9a5180bec1f071ae05a348cb2fd21d7901abf02c38

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T10:19:56.367606Z digest=sha256:c30f3f626298c413182ef81090ed152450240d904689867952e0c71652f3e5ed

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T10:19:56.371538Z digest=sha256:7499702405a8b2754df4f9d12fe6d2ea5c245f74fcbd22f30efb53384691bab6

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T10:19:56.374749Z digest=sha256:cb70986d67ec10916f24df84e24f6db5616ab306770f232e435da8f5089c9d57

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T10:19:56.378287Z digest=sha256:67eecc9bb37a6bc72092c836c8e4fc3513295b8e7357259659c6001285821987

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T10:19:56.381844Z digest=sha256:054aa76cdb20b811222059c01a40b5bc5fc1fd73e4a4190f4de4c5c8eed7a65c

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T10:19:56.385039Z digest=sha256:623ba04e092606a8e5e7105ff6296d4ba161666856eebfca1f785f956bc5ca38

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T10:19:56.388534Z digest=sha256:024033a88b70b1f07528469bd4e2525bb7143fad360fe45dd990b9d58532c8d6

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T10:19:56.391787Z digest=sha256:179f237d9aff2d7288a8a34c267da142e231b89ae401126d0d58cd9f44bee172

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T10:19:56.395046Z digest=sha256:ec90363decdb77b7f6671009e2cf45922e8ac6b0a4398063334a33b467630dac

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T10:19:56.398210Z digest=sha256:9c3cacc80745a0a1f877b9c86ee7f96519baf0bcd52434def044b147334d3e8f

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T10:19:56.401449Z digest=sha256:a0422d0e08836b1b64a8214868a0c7e47c260979cf9ca534ce69a4104a463f26

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T10:19:56.404517Z digest=sha256:2c71dce91540a783681767220b94440c26100e09049f961d1696187f7697f48f

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T10:19:56.408181Z digest=sha256:a2b85f33fde72c62d8d4527c015bbb2cce9be9a51509b464e5628211fc7dc48e

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T10:19:56.411548Z digest=sha256:7b681fa25c8d0312e8317f1ee12f12b36b188b11a5832b0ebe4fb78f98005de5

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T10:19:56.414733Z digest=sha256:2474394fdc4b083dcd5f69335810be39f0187a2c47b1b323d4eea6f8dcf97200

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T10:19:56.417952Z digest=sha256:40e20a2c7a95fec0441e73dfec2e32285f01096bc674b4300daa8090886348a0

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T10:19:56.421150Z digest=sha256:7e682d915156dbafed457cfa4a46eea00fbc34a73f380e3bdcdf70d2b6aabe4f

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T10:19:56.424458Z digest=sha256:c3086b313ea6e0c70818fda05bc0fa5b03baa310d36a4a2c8465380e395f3290

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T10:19:56.427604Z digest=sha256:99b8014f4216f31abf1cb7801326351d5528d649dee7f0f9e1f000e4863d2eeb

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T10:19:56.430800Z digest=sha256:e46c289637ae7b4e192d1aeece9664f6f25f0d0719b334b2de753b3067dd9402

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T10:19:56.434020Z digest=sha256:78625bb7a52b7a6c7cb8dfcaf754b45e09f532a46f1d5e2ab03d6e90bd72eeca

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T10:19:56.437294Z digest=sha256:784e728fff6fbe03b645487c7c19d8c7ee3201c0ee38fd1301c2934a8e77b356

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T10:19:56.440773Z digest=sha256:471a8fb00d97431d6bcf32a8a015a7d2c31d738adb34e889e6da5c8407cfc85d

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T10:19:56.443986Z digest=sha256:e9b091e1a9dcb2deab3c20e29dba92cf31051c3f7ae330f3270f90e184a4a292

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T10:19:56.448006Z digest=sha256:3606f0433bbd1ebff4655680da0e7fd5ff352473a7f1366ba51b6d4ab8988541

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T10:19:56.451937Z digest=sha256:948205ec57e4adcda36527651fc5f94ae7fd56932849ff564dd52fe7c4905d20

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T10:19:56.455086Z digest=sha256:2915cb86ba51b0d99e88f2cf6c9dd57b73c3bec08ea0d85708704f40e70c7361

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T10:19:56.458235Z digest=sha256:03f7e9684c33b828d7f454f5c6cb2a232e491db0012e8c0173dc3365557553a8

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T10:19:56.461604Z digest=sha256:9b0986979bd79908b0165116a09bd0b78d9517fd691f671e9f8802191ac0a761

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T10:19:56.465136Z digest=sha256:91fb2f2d9f19aef280a63dd7338713a5ded8b38f9670884448aa73624d617fca

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T10:19:56.468437Z digest=sha256:b6f9d41abb6688aca5de1d1fa4d1b9d614dab085c06464446770550a838f156d

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T10:19:56.471674Z digest=sha256:4ffcec1d63b2cb9a7e30f744767b39d49b046ffdea50238d8e74e7ef019a160a

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T10:19:56.475129Z digest=sha256:6009eab6989ad2e3659cc3140e24488653ee1d9c6c5969fe9380fba991eceeb1

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T10:19:56.478735Z digest=sha256:c3e4ea78262685ad2db33658e3561612db6924e6b20fd3af7c117047c9ee4c8b

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T10:19:56.482398Z digest=sha256:b1aeefee1b0142be1c926582648a0e45088260dbfbfe7476031d16734e3ed501

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T10:19:56.486063Z digest=sha256:732bef9f819d2b222647a1136079984e6723d8183e56de4e00300d8d79ba1ac5

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T10:19:56.489915Z digest=sha256:d9cc1061f1ef09a0b431d501d27fe6f5986768c320935ac9b742d9c377618855

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T10:19:56.493349Z digest=sha256:020b3e8b9e45c61bf01795c0d6bb658be1294997a7b42d2a4a8a219434686126

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T10:19:56.496837Z digest=sha256:8ee2662ce12ec4ab01e1aff236f5ff04332833b3ac8de361912eab91f2857606

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T10:19:56.500263Z digest=sha256:c3d5c6662d3fea765be9d8c15d12ba615ffc898342602da3a7bfd36672590080

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T10:19:56.503626Z digest=sha256:3f44686644034cf8b1654a9c101e70c6109cd2090620c7b6bffbef258c69eb54

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T10:19:56.506911Z digest=sha256:e8078426fa9de383f6b5f6f94cc687b0de6ff7171e549eba9ad0abbd3ec4aff4

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T10:19:56.510077Z digest=sha256:1b79dc413164c00d09ab29c068b38bfeeadeff9304ba33da763946b335f90f8d

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T10:19:56.513488Z digest=sha256:5d67e9859354fb26f5a8ff0575bf4f6605a5b706eed5d636d438b78db0bb7107

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T10:19:56.516993Z digest=sha256:be17005bff7753f6482b8fc9a3c060ed1acd2e1231ad94fd80ce0008746f7f1e

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T10:19:56.520295Z digest=sha256:e3c02a75d5217ac8032c81ebe410f680e37c9dfa4e097b79675305dfcc97e313

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T10:19:56.523942Z digest=sha256:e9b95498ac0e918c1bca4c981993e396979a4ba677b42d6d9b22e0cf9d71a67c

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T10:19:56.355827Z digest=sha256:b91c7533611622050dba67b6400032601441f5a25d19a3c9b162f78761386f83

Pith citing papers

No inbound Pith citation observations are available.