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Paper Citation Record · LEDGER

Artificial Intelligence-Enabled Cellular Networks: A Critical Path to Beyond-5G and 6G

As of 4 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:1907.07862.

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

pith.paper-citation-record.v1
1907.07862 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-24T19:58:39.752888Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-03T06:30:56.289259+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

15 of 15 outbound references displayed

  • verified exact3
  • verified fuzzy12
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e356ee5d-c6e7-4a24-b98b-4323d8561494 · outbound

This paper cites Brain- inspired wireless Communications: Where reservoir computing meets MIMO-OFDM.

Artificial Intelligence-Enabled Cellular Networks: A Critical Path to Beyond-5G and 6G Brain- inspired wireless Communications: Where reservoir computing meets MIMO-OFDM

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T19:59:53.187216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-24T19:58:39.752888Z digest=sha256:da43683b34f4a9faf08d37958da6c4d133fe7970ce6c86bfb0ef1e7d8977df0c

Observation d8e98d7f-e2e6-4ba1-9117-a2d142300df9 · outbound

This paper cites Deep MIMO detection.

Artificial Intelligence-Enabled Cellular Networks: A Critical Path to Beyond-5G and 6G Deep MIMO detection

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T19:59:53.193910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-24T19:58:39.752888Z digest=sha256:e6faf92e8546ab57ab1834556c3effda216f4c7be9fabb74a71a74d7447ec7c5

Observation bc1f0553-7da6-45fc-a393-2ea91655e922 · outbound

This paper cites Learning the MMSE Channel Estimator.

Artificial Intelligence-Enabled Cellular Networks: A Critical Path to Beyond-5G and 6G Learning the MMSE Channel Estimator

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T19:59:53.200330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-24T19:58:39.752888Z digest=sha256:532e65c797ff488866ea010fcebdd3828d3bdd9f73852119d5f90031810581ab

Observation 121e467a-95c7-4efc-9c83-79532d93afcf · outbound

This paper cites On Deep Learning-based Channel Decoding.

Artificial Intelligence-Enabled Cellular Networks: A Critical Path to Beyond-5G and 6G On Deep Learning-based Channel Decoding

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T19:59:53.190524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-24T19:58:39.752888Z digest=sha256:758af2c5301f3107545916703f0fa08d397d8c7012eddbd6360870eb14e9e0ba

Observation 581bfe10-2cfb-41f8-a5cb-b00f75288330 · outbound

This paper cites Communication Algorithms via Deep Learning.

Artificial Intelligence-Enabled Cellular Networks: A Critical Path to Beyond-5G and 6G Communication Algorithms via Deep Learning

Reference 5

Resolution
verified exact
local_arxiv, observed 2026-05-24T19:59:52.127848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-24T19:58:39.752888Z digest=sha256:2ac95077f0943e1a18b57398a24fbd6936705e0cb69f6977f30786678236d291

Observation 270cfb64-686b-4a89-b59b-f23ab5a56d3f · outbound

This paper cites An introduction to deep learning for the physical layer.

Artificial Intelligence-Enabled Cellular Networks: A Critical Path to Beyond-5G and 6G An introduction to deep learning for the physical layer

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T19:59:53.181033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-24T19:58:39.752888Z digest=sha256:10186e6c7ab2f05d6be6b82ddaf57942bb84ad5a22e4b2b83cf03078e6b8a6b7

Observation 4ff2a7dd-df6c-4c86-8eb8-d858b03daa9c · outbound

This paper cites Distributive dynamic spectrum access through deep reinforce- ment learning: A reservoir computing-based approach.

Artificial Intelligence-Enabled Cellular Networks: A Critical Path to Beyond-5G and 6G Distributive dynamic spectrum access through deep reinforce- ment learning: A reservoir computing-based approach

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T19:59:53.197055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-24T19:58:39.752888Z digest=sha256:865ac1ebb92d74e137edc6d48e1716a9b8241a4e9937827240ab278ce4438952

Observation fbc2221a-2454-44f9-9935-2324ab0e5bab · outbound

This paper cites Automatic Root Cause Analysis for LTE Networks based on Unsupervised Techniques.

Artificial Intelligence-Enabled Cellular Networks: A Critical Path to Beyond-5G and 6G Automatic Root Cause Analysis for LTE Networks based on Unsupervised Techniques

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T19:59:53.167078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-24T19:58:39.752888Z digest=sha256:baac06b15c0fc90db704c8864211eec26046c3715ce1316c96e0a9072092b23a

Observation 38305a2b-02e5-43e0-b383-cade2d4f1e7d · outbound

This paper cites Cellular Network Traffic Scheduling with Deep Reinforcement Learning.

Artificial Intelligence-Enabled Cellular Networks: A Critical Path to Beyond-5G and 6G Cellular Network Traffic Scheduling with Deep Reinforcement Learning

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T19:59:53.184048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-24T19:58:39.752888Z digest=sha256:a8e0400e76832d8d62fd694a67f5f06fdf9f7707ce2e743131cb3006b42e9a97

Observation 7ca9a00c-579b-4aa2-9cb2-7de4776f4d8b · outbound

This paper cites Self-Tuning Sectorization: Deep Reinforcement Learning Meets Broadcast Beam Optimization.

Artificial Intelligence-Enabled Cellular Networks: A Critical Path to Beyond-5G and 6G Self-Tuning Sectorization: Deep Reinforcement Learning Meets Broadcast Beam Optimization

Reference 10

Resolution
verified exact
local_arxiv, observed 2026-05-24T19:59:52.137297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-24T19:58:39.752888Z digest=sha256:a7efdd568db360ae6b453fd85c91a0a39c12e3ae6f32ffb620c70f87206436a1

Observation f0d064a3-28ec-4e81-9ea1-73d08f499aca · outbound

This paper cites Study of Enablers for Network Automation for 5G.

Artificial Intelligence-Enabled Cellular Networks: A Critical Path to Beyond-5G and 6G Study of Enablers for Network Automation for 5G

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T19:59:53.163271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-24T19:58:39.752888Z digest=sha256:f71c6ab856a94e298d2ccf5fa6dda7ee986bd4d01640fa0d0162381d27341eab

Observation f96cec68-0911-4d9e-94fe-dfc711e6145e · outbound

This paper cites O-RAN: Towards an Open and Smart RAN.

Artificial Intelligence-Enabled Cellular Networks: A Critical Path to Beyond-5G and 6G O-RAN: Towards an Open and Smart RAN

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T19:59:53.178003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-24T19:58:39.752888Z digest=sha256:03996d439edba781868f309c39f047c07a9eed8bb2000deabbff30e7c570184d

Observation 84250622-9047-495d-bfb7-a269dc7ccf77 · outbound

This paper cites ENI, available: https://www.etsi.org/technologies/experiential- networked-intelligence.

Artificial Intelligence-Enabled Cellular Networks: A Critical Path to Beyond-5G and 6G ENI, available: https://www.etsi.org/technologies/experiential- networked-intelligence

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T19:59:53.171017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-24T19:58:39.752888Z digest=sha256:22378c2e68787cd6fa501a27b3f11b1e0973a5d3bae9c74600cadea4da5906ce

Observation 9d0ea59f-8dc4-4c88-869c-fce8c2f273f1 · outbound

This paper cites Deep Network Analyzer (DNA): A Big Data Analytics Platform for Cellular Networks.

Artificial Intelligence-Enabled Cellular Networks: A Critical Path to Beyond-5G and 6G Deep Network Analyzer (DNA): A Big Data Analytics Platform for Cellular Networks

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T19:59:53.174555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-24T19:58:39.752888Z digest=sha256:9fdc038968badda8a20a5d1f772e91231e70ae07d0eb5e040e53282c2b866278

Observation ed1ddad1-3def-40d5-af3c-984f1a92a299 · outbound

This paper cites Towards an Intelligent Edge: Wireless Communication Meets Machine Learning.

Artificial Intelligence-Enabled Cellular Networks: A Critical Path to Beyond-5G and 6G Towards an Intelligent Edge: Wireless Communication Meets Machine Learning

Reference 15

Resolution
verified exact
local_arxiv, observed 2026-05-24T19:59:52.118023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-24T19:58:39.752888Z digest=sha256:17ecb7300b8f013f5b9765271cab693391aa0e98fb0db10875384b222e618220

Pith citing papers

No inbound Pith citation observations are available.