Paper Citation Record · LEDGER

Hybrid NOMA Assisted Heterogeneous Semantic and Bit Users Communication

As of 10 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 3 inbound Pith citation observations for arXiv:2505.03379.

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

pith.paper-citation-record.v1
2505.03379 v1

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-22T16:56:50.188576Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-22T16:56:50.188576Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-05-22T17:01:49.030976Z

Reference resolution

17 of 17 outbound references displayed

verified exact2
verified fuzzy14
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 60c18229-de5d-4100-bae0-075b2480029f · outbound

This paper cites Adaptiv e resource allocation for semantic communication networks.

Hybrid NOMA Assisted Heterogeneous Semantic and Bit Users Communication Adaptiv e resource allocation for semantic communication networks

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T17:01:49.953585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation cddfd4a0-3aef-449e-80f1-d49a653736fd · outbound

This paper cites Semantic communications for future in ternet: Fundamentals, applications, and challenges.

Hybrid NOMA Assisted Heterogeneous Semantic and Bit Users Communication Semantic communications for future in ternet: Fundamentals, applications, and challenges

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T17:01:49.969186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6758f6e5-a856-4275-bc36-7105ca2e767f · outbound

This paper cites Resource allo cation for text semantic communications.

Hybrid NOMA Assisted Heterogeneous Semantic and Bit Users Communication Resource allo cation for text semantic communications

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T17:01:49.978579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5d0b30d6-b27c-4b1b-9bb6-1a7492636091 · outbound

This paper cites Uplink NOMA se mantic communications: Semantic reconstruction for SIC.

Hybrid NOMA Assisted Heterogeneous Semantic and Bit Users Communication Uplink NOMA se mantic communications: Semantic reconstruction for SIC

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T17:01:49.965673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 70b5a969-070c-493c-b758-8cae32bb60b2 · outbound

This paper cites Thirty years of machine learning: The road to Pareto-optim al wireless networks.

Hybrid NOMA Assisted Heterogeneous Semantic and Bit Users Communication Thirty years of machine learning: The road to Pareto-optim al wireless networks

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T17:01:49.947464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 267fb830-d99c-416b-ac51-f6ad74505112 · outbound

This paper cites Next-generation multiple access based on NOMA with power l evel modulation.

Hybrid NOMA Assisted Heterogeneous Semantic and Bit Users Communication Next-generation multiple access based on NOMA with power l evel modulation

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T17:01:49.950460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 480e2c3f-45e0-4058-b6e1-3fd68ac18f06 · outbound

This paper cites Towards 6G wireless communication networks: Vision, enabling technologies, and new paradigm shifts.

Hybrid NOMA Assisted Heterogeneous Semantic and Bit Users Communication Towards 6G wireless communication networks: Vision, enabling technologies, and new paradigm shifts

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T17:01:49.956521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c8ea6140-90b8-48c6-92e4-ccf47bbdc0fc · outbound

This paper cites Heterogeneous se mantic and bit communications: A semi-NOMA scheme.

Hybrid NOMA Assisted Heterogeneous Semantic and Bit Users Communication Heterogeneous se mantic and bit communications: A semi-NOMA scheme

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T17:01:49.981751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a51726dd-e70b-4c02-a96c-7768f1bff99d · outbound

This paper cites Deep learning en abled se- mantic communication systems.

Hybrid NOMA Assisted Heterogeneous Semantic and Bit Users Communication Deep learning en abled se- mantic communication systems

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T17:01:49.987654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 42a85e6c-16d3-421c-a91d-f97c76784d93 · outbound

This paper cites Semantic Communications in Multi-user Wireless Networks.

Hybrid NOMA Assisted Heterogeneous Semantic and Bit Users Communication Semantic Communications in Multi-user Wireless Networks

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-22T17:01:49.028508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation cf1a0396-aa0f-4bde-991a-e020a5970050 · outbound

This paper cites Next generat ion multiple access for IMT towards 2030 and beyond.

Hybrid NOMA Assisted Heterogeneous Semantic and Bit Users Communication Next generat ion multiple access for IMT towards 2030 and beyond

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T17:01:49.984489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1299089a-b60c-4903-8b09-f0e1a0580200 · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

Hybrid NOMA Assisted Heterogeneous Semantic and Bit Users Communication BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-05-22T17:01:49.039728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f5c45f89-8ee7-4589-8a73-5e3be3eebd02 · outbound

This paper cites Hybrid NOMA of ﬂoading in multi-user MEC networks.

Hybrid NOMA Assisted Heterogeneous Semantic and Bit Users Communication Hybrid NOMA of ﬂoading in multi-user MEC networks

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T17:01:49.975294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 218cbd08-ad09-4cde-bace-56c1a5b9173f · outbound

This paper cites Exploiting semantic communication fo r non- orthogonal multiple access.

Hybrid NOMA Assisted Heterogeneous Semantic and Bit Users Communication Exploiting semantic communication fo r non- orthogonal multiple access

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T17:01:49.972290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation fe7fc147-2589-48c6-a63a-41567fd529ce · outbound

This paper cites Dual methods for nonconvex spectrum op timization of multicarrier systems.

Hybrid NOMA Assisted Heterogeneous Semantic and Bit Users Communication Dual methods for nonconvex spectrum op timization of multicarrier systems

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T17:01:49.959585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d67be8e4-c762-47ef-9eb3-e6ac8203fc83 · outbound

This paper cites Boyd and L.

Hybrid NOMA Assisted Heterogeneous Semantic and Bit Users Communication Boyd and L

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T17:01:49.962502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3ee56429-35ff-4043-978f-294af8d7af92 · outbound

This paper cites Hybrid NOMA Assisted Heterogeneous Semantic and Bit Users Communication.

Hybrid NOMA Assisted Heterogeneous Semantic and Bit Users Communication Hybrid NOMA Assisted Heterogeneous Semantic and Bit Users Communication

Reference 17

Resolution: metadata mismatch; local_arxiv, observed 2026-05-22T17:01:49.033841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Pith citing papers

Observation 3ee56429-35ff-4043-978f-294af8d7af92 · inbound