Pith. sign in

Paper Citation Record · LEDGER

Pilot Contamination Aware Transformer for Downlink Power Control in Cell-Free Massive MIMO Networks

As of 22 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 1 inbound Pith citation observation for arXiv:2411.19020.

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

pith.paper-citation-record.v1
2411.19020 v1

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T10:41:32.146769Z

measured 45 of 45 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T09:53:04.651061Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

44 of 44 outbound references displayed

  • verified exact0
  • verified fuzzy43
  • unresolved1
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6df57514-58c9-435a-b755-5d7046b8b174 · outbound

This paper cites Multiuser MIMO in Distributed Antenna Systems With Out- of-Cell Interference,.

Pilot Contamination Aware Transformer for Downlink Power Control in Cell-Free Massive MIMO Networks Multiuser MIMO in Distributed Antenna Systems With Out- of-Cell Interference,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:41:32.632670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T10:41:31.996188Z digest=sha256:16c02f74b60bb143646e05f80dc658d122b6f986eef994a58080418c53c5dc38

Observation 2c886f77-851e-4aa8-b803-36e4f1889a04 · outbound

This paper cites A current perspective on distributed antenna systems for the downlink of cellular systems,.

Pilot Contamination Aware Transformer for Downlink Power Control in Cell-Free Massive MIMO Networks A current perspective on distributed antenna systems for the downlink of cellular systems,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:41:32.622685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T10:41:32.000647Z digest=sha256:0b3a37d2acd0210f6f200929735aa22a3de427f89e22d5962c6e46758f1b3890

Observation 53192751-f659-456f-9555-148841e62df2 · outbound

This paper cites Wire- less network cloud: Architecture and system requirements,.

Pilot Contamination Aware Transformer for Downlink Power Control in Cell-Free Massive MIMO Networks Wire- less network cloud: Architecture and system requirements,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:41:32.611298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T10:41:32.004255Z digest=sha256:7b00ff13dba302d8723d252f7764bc934a7c54509e9fadc677e98b721b4d8b8d

Observation cdf5a251-0b1e-40e7-bbd9-ec9b7e4f0a56 · outbound

This paper cites Cloud radio access network (C-RAN): a primer,.

Pilot Contamination Aware Transformer for Downlink Power Control in Cell-Free Massive MIMO Networks Cloud radio access network (C-RAN): a primer,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:41:32.599961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T10:41:32.007814Z digest=sha256:e6a8a5d8fc2f490b6caacaadda1ddd0acc24aa99ee645a1f8f42880562a0ee81

Observation 5e4d7892-5f8b-4e5f-aee4-4855759ae4ed · outbound

This paper cites Cell-Free Massive MIMO Versus Small Cells,.

Pilot Contamination Aware Transformer for Downlink Power Control in Cell-Free Massive MIMO Networks Cell-Free Massive MIMO Versus Small Cells,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:41:32.589582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T10:41:32.011810Z digest=sha256:5a5673116b98e69c0a886fcc2cdbc65862a721819f64d9ef1ba280893a21663f

Observation 1591ae37-1ba7-49f9-95bf-e732cf0598df · outbound

This paper cites Max–Min Rate of Cell-Free Massive MIMO Uplink With Optimal Uniform Quantization,.

Pilot Contamination Aware Transformer for Downlink Power Control in Cell-Free Massive MIMO Networks Max–Min Rate of Cell-Free Massive MIMO Uplink With Optimal Uniform Quantization,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:41:32.579656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T10:41:32.015212Z digest=sha256:0322c590d470b65365d343923a07d47c96d4c698063d06263a5c103c7ff15066

Observation ad89a22e-1559-4b46-b17d-fdb9635bbe06 · outbound

This paper cites Making Cell-Free Massive MIMO Competitive With MMSE Processing and Centralized Implementation,.

Pilot Contamination Aware Transformer for Downlink Power Control in Cell-Free Massive MIMO Networks Making Cell-Free Massive MIMO Competitive With MMSE Processing and Centralized Implementation,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:41:32.569256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T10:41:32.018914Z digest=sha256:f4ec827ad545aad1c0150f128cd898ea4976ce3de9db855acb0989492ec611a7

Observation 387f8063-7bc6-4847-b419-ae00c41eb7cc · outbound

This paper cites an unresolved cited work.

Pilot Contamination Aware Transformer for Downlink Power Control in Cell-Free Massive MIMO Networks Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-12T10:41:32.559679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T10:41:32.022474Z digest=sha256:9c391516f6fd80520f15dae89f9de889139e6ec12ec9ea8bdb641755862ce753

Observation 15c2b77e-72a4-4d2b-be3a-17bb12475ac1 · outbound

This paper cites Ubiquitous cell-free massive MIMO communica- 13 tions,.

Pilot Contamination Aware Transformer for Downlink Power Control in Cell-Free Massive MIMO Networks Ubiquitous cell-free massive MIMO communica- 13 tions,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:41:32.549986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T10:41:32.025745Z digest=sha256:c463b1243d7b6adbae36aad1c2578bc650cf220c108970a10307f785c89bea3e

Observation ce0da719-ac6c-4d2c-ba66-b117b7d081c3 · outbound

This paper cites Cooperative Access Net- works: Optimum Fronthaul Quantization in Distributed Massive MIMO and Cloud RAN - Invited Paper,.

Pilot Contamination Aware Transformer for Downlink Power Control in Cell-Free Massive MIMO Networks Cooperative Access Net- works: Optimum Fronthaul Quantization in Distributed Massive MIMO and Cloud RAN - Invited Paper,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:41:32.540121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T10:41:32.029250Z digest=sha256:4e05deb1cb5ade21cd9d5d5cf932c7932f39f340e7557e5c56382ab6bd300043

Observation 7c5a7857-dcce-4413-a055-2394a61a33a4 · outbound

This paper cites Performance Analysis of Cell- Free Massive MIMO System With Limited Fronthaul Capacity and Hardware Impairments,.

Pilot Contamination Aware Transformer for Downlink Power Control in Cell-Free Massive MIMO Networks Performance Analysis of Cell- Free Massive MIMO System With Limited Fronthaul Capacity and Hardware Impairments,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:41:32.529837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T10:41:32.032554Z digest=sha256:5e00005cb6de5b2de6358e45aa896a4d4bc4305e6f423e9b3633750e5aa7db35

Observation 96f53d9a-1efb-4d84-a79c-5b2b3e4d0bbb · outbound

This paper cites Utility Maxi- mization for Large-Scale Cell-Free Massive MIMO Downlink,.

Pilot Contamination Aware Transformer for Downlink Power Control in Cell-Free Massive MIMO Networks Utility Maxi- mization for Large-Scale Cell-Free Massive MIMO Downlink,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:41:32.519578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T10:41:32.036062Z digest=sha256:5bd191c472262797ffd40a78c5f88b1c085f99dba7ab9d3ee6bf77ef7ddaed23

Observation a77a63e5-e409-427c-a4b0-5bb421435b35 · outbound

This paper cites Energy Efficiency in Cell-Free Massive MIMO with Zero- Forcing Precoding Design,.

Pilot Contamination Aware Transformer for Downlink Power Control in Cell-Free Massive MIMO Networks Energy Efficiency in Cell-Free Massive MIMO with Zero- Forcing Precoding Design,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:41:32.509064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T10:41:32.039650Z digest=sha256:bbd5c942250673d6f9675ca0bea49b6cffa44f01fd0f1a65d115d379c4f0d6ca

Observation 698ef7db-c1d6-4559-b6e1-1c390b5038d0 · outbound

This paper cites On the Total Energy Efficiency of Cell-Free Massive MIMO,.

Pilot Contamination Aware Transformer for Downlink Power Control in Cell-Free Massive MIMO Networks On the Total Energy Efficiency of Cell-Free Massive MIMO,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:41:32.499584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T10:41:32.043005Z digest=sha256:9c97c363e18fa542cad9b70a934ccea1884fd1c22a82f5f2f7041dddae083280

Observation 19dc5095-01ea-4260-9c2e-5e7ceac15ab5 · outbound

This paper cites Downlink Training in Cell-Free Massive MIMO: A Blessing in Disguise,.

Pilot Contamination Aware Transformer for Downlink Power Control in Cell-Free Massive MIMO Networks Downlink Training in Cell-Free Massive MIMO: A Blessing in Disguise,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:41:32.489144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T10:41:32.046151Z digest=sha256:37b18d7110aeb14b4685ce7422c74d7f2f5bad8a39325b12634c2d97b5fba7cc

Observation 2402c106-d72d-4347-b0a3-4d3d75d4ddd5 · outbound

This paper cites Scalable Cell-Free Massive MIMO Systems,.

Pilot Contamination Aware Transformer for Downlink Power Control in Cell-Free Massive MIMO Networks Scalable Cell-Free Massive MIMO Systems,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:41:32.478986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T10:41:32.049351Z digest=sha256:1e1317b198207422b14282acf59856fbaac22ea5c691efbf1389046fe0b7e1e3

Observation 68011756-8203-4eb6-a5f0-fa0f345cdf8c · outbound

This paper cites Cell-Free Massive MIMO: User- Centric Approach,.

Pilot Contamination Aware Transformer for Downlink Power Control in Cell-Free Massive MIMO Networks Cell-Free Massive MIMO: User- Centric Approach,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:41:32.468012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T10:41:32.052480Z digest=sha256:ba96044849b8002025adc24700bb1d74b86d8facdd3bd185deb1de2c49f5e64b

Observation acc47bd2-f099-4a29-b1a1-2277759c2b28 · outbound

This paper cites Energy Efficiency Maximization in Large-Scale Cell-Free Massive MIMO: A Pro- jected Gradient Approach,.

Pilot Contamination Aware Transformer for Downlink Power Control in Cell-Free Massive MIMO Networks Energy Efficiency Maximization in Large-Scale Cell-Free Massive MIMO: A Pro- jected Gradient Approach,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:41:32.456756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T10:41:32.056371Z digest=sha256:d7d61edb4ae8e6fef4c928903f1ba8b5b3e6ccffcc8f4b69bdc56394f8045247

Observation 58b2f400-7b0b-4ee6-a2c9-5185207c1c04 · outbound

This paper cites Deep Learning-based Power Control for Cell- Free Massive MIMO Networks,.

Pilot Contamination Aware Transformer for Downlink Power Control in Cell-Free Massive MIMO Networks Deep Learning-based Power Control for Cell- Free Massive MIMO Networks,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:41:32.446155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T10:41:32.060013Z digest=sha256:b3bc3880f0cf00fbdd9f05e17926bd8f90b533e95d52f8550d3e997ae7a06dd3

Observation 71622388-1c7c-45c6-8bde-8b3659dda326 · outbound

This paper cites Unsupervised Learning-Based Joint Power Control and Fronthaul Capacity Allocation in Cell-Free Massive MIMO With Hardware Impairments,.

Pilot Contamination Aware Transformer for Downlink Power Control in Cell-Free Massive MIMO Networks Unsupervised Learning-Based Joint Power Control and Fronthaul Capacity Allocation in Cell-Free Massive MIMO With Hardware Impairments,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:41:32.435777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T10:41:32.063069Z digest=sha256:19fae7025ca9984d365a3dc561c3cb9204cb228ee964ed35418ad8dd32741333

Observation b091075a-bf1f-415b-b482-a929763ec517 · outbound

This paper cites Unsupervised- Learning Power Control for Cell-Free Wireless Systems,.

Pilot Contamination Aware Transformer for Downlink Power Control in Cell-Free Massive MIMO Networks Unsupervised- Learning Power Control for Cell-Free Wireless Systems,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:41:32.425542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T10:41:32.066528Z digest=sha256:cf058494b390142b5ab042b54051a7149871895a81e34242364e9c142e2d6023

Observation 4af023dd-316b-42d8-bd14-7b559ecd1d4a · outbound

This paper cites MAX- MIN Power Control of Cell Free Massive MIMO System employing Deep Learning,.

Pilot Contamination Aware Transformer for Downlink Power Control in Cell-Free Massive MIMO Networks MAX- MIN Power Control of Cell Free Massive MIMO System employing Deep Learning,

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:41:32.415062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T10:41:32.069736Z digest=sha256:2c2e44df478c6ad36718377274717e04d87a62f65e2547255f644d0288cbee60

Observation d5e2c298-70ea-4178-b8fe-ac4382474129 · outbound

This paper cites Up- link Power Control in Cell-Free Massive MIMO via Deep Learning,.

Pilot Contamination Aware Transformer for Downlink Power Control in Cell-Free Massive MIMO Networks Up- link Power Control in Cell-Free Massive MIMO via Deep Learning,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:41:32.404529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T10:41:32.072904Z digest=sha256:221244ebf74f7f575fdbbad51a4d7e5a9498c95066b53c896964648dd6fb5fd6

Observation 0853c033-3617-4419-94aa-42f373feb48e · outbound

This paper cites Deep Learning- Based Power Control for Uplink Cell-Free Massive MIMO Sys- tems,.

Pilot Contamination Aware Transformer for Downlink Power Control in Cell-Free Massive MIMO Networks Deep Learning- Based Power Control for Uplink Cell-Free Massive MIMO Sys- tems,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:41:32.394229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T10:41:32.076361Z digest=sha256:24534f9567806a14989cdb0def1d2473049589d6ce3a37db51fb233a37916a28

Observation ef7e623b-1a22-438b-8b2f-5f38010befca · outbound

This paper cites User Cooperation with Power Control for Federated Learning in CFmMIMO Networks,.

Pilot Contamination Aware Transformer for Downlink Power Control in Cell-Free Massive MIMO Networks User Cooperation with Power Control for Federated Learning in CFmMIMO Networks,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:41:32.383598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T10:41:32.080700Z digest=sha256:fb4d478ae9975157d4a3a4eab9e41534a4770d50d1c58fe5a053e565ca7fb8a0

Observation 44d181a4-676c-4fb6-84af-717696037d00 · outbound

This paper cites Decentralized Joint Pilot and Data Power Control Based on Deep Reinforcement Learning for the Uplink of Cell- Free Systems,.

Pilot Contamination Aware Transformer for Downlink Power Control in Cell-Free Massive MIMO Networks Decentralized Joint Pilot and Data Power Control Based on Deep Reinforcement Learning for the Uplink of Cell- Free Systems,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:41:32.373188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T10:41:32.084040Z digest=sha256:b88796140ab3296366b35f93fabb36df5ee7d458547e24870f46f916b2e6488c

Observation 334cd3ed-a112-462d-9432-37a65c3b4517 · outbound

This paper cites Deep Reinforcement Learning-based Power Allocation in Uplink Cell-Free Massive MIMO,.

Pilot Contamination Aware Transformer for Downlink Power Control in Cell-Free Massive MIMO Networks Deep Reinforcement Learning-based Power Allocation in Uplink Cell-Free Massive MIMO,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:41:32.363424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T10:41:32.087486Z digest=sha256:c4df30145987fb2ee92cd3766830a161a139830f9bf3c68622a604304949100e

Observation 180c9007-eef3-4d0a-8c1f-97783b3b6b57 · outbound

This paper cites Deep Rein- forcement Learning-based Uplink Power Control in Cell-Free Massive MIMO,.

Pilot Contamination Aware Transformer for Downlink Power Control in Cell-Free Massive MIMO Networks Deep Rein- forcement Learning-based Uplink Power Control in Cell-Free Massive MIMO,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:41:32.353156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T10:41:32.091808Z digest=sha256:e19b3fb70b5a98ddfdfa173eacfcb74b976c01ce2ad3317882f2ab4523163640

Observation 3dec83ce-b58e-45cb-80f9-485bb1a76ba2 · outbound

This paper cites Learning Decentralized Power Control in Cell-Free Massive MIMO Networks,.

Pilot Contamination Aware Transformer for Downlink Power Control in Cell-Free Massive MIMO Networks Learning Decentralized Power Control in Cell-Free Massive MIMO Networks,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:41:32.343140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T10:41:32.095438Z digest=sha256:da93cbb86e08394db01ebcf5eac70f532032da693d3edf30c8351be99041cce8

Observation c2cd2b21-759a-4069-9244-e6eff6262188 · outbound

This paper cites Unsupervised- Learning Power Allocation for the Cell-Free Downlink,.

Pilot Contamination Aware Transformer for Downlink Power Control in Cell-Free Massive MIMO Networks Unsupervised- Learning Power Allocation for the Cell-Free Downlink,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:41:32.332768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T10:41:32.099167Z digest=sha256:6e31681f83f6d850df9bf5bb7dc72f0a5fa29fcc2a73de638e89471f0ab012b0

Observation c601462c-0fc8-45d5-9039-1e8d0a88034f · outbound

This paper cites Downlink Power Control for Cell-Free Massive MIMO With Deep Reinforcement Learning,.

Pilot Contamination Aware Transformer for Downlink Power Control in Cell-Free Massive MIMO Networks Downlink Power Control for Cell-Free Massive MIMO With Deep Reinforcement Learning,

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:41:32.322410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T10:41:32.102548Z digest=sha256:d9701a578937c7edb623e3114c59612538bdacc3d37924919d3f03a978193930

Observation f52dda5a-81bf-4b5d-a337-0eafb0d3da43 · outbound

This paper cites Unsupervised Learn- ing for C-RAN Power Control and Power Allocation,.

Pilot Contamination Aware Transformer for Downlink Power Control in Cell-Free Massive MIMO Networks Unsupervised Learn- ing for C-RAN Power Control and Power Allocation,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:41:32.309298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T10:41:32.106314Z digest=sha256:8b09ee1a1df5d265c11bc8f42212c16a7c5941ba0f3ecd4fdd45e9563055b0be

Observation d9846d23-ec0b-490a-8658-0acc19ca8be4 · outbound

This paper cites Deep Learning Based Power Control for Cell-Free Massive MIMO with MRT,.

Pilot Contamination Aware Transformer for Downlink Power Control in Cell-Free Massive MIMO Networks Deep Learning Based Power Control for Cell-Free Massive MIMO with MRT,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:41:32.297878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T10:41:32.109777Z digest=sha256:79bdd0191466fa0b2a1c490435df4d8a29d1e0aea57b298984303e7ea0f1a5d3

Observation c1bd05af-68f5-4d41-9328-5f639d7306c2 · outbound

This paper cites Joint User Association and Power Control for Cell-Free Massive MIMO,.

Pilot Contamination Aware Transformer for Downlink Power Control in Cell-Free Massive MIMO Networks Joint User Association and Power Control for Cell-Free Massive MIMO,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:41:32.287259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T10:41:32.113256Z digest=sha256:01c928f49d0493273e934b8600c2d4b531c531af96c8addd21150b1a6e3010ce

Observation cafe064f-d642-408f-94f5-7cdee5584b52 · outbound

This paper cites A GNN Approach for Cell-Free Massive MIMO,.

Pilot Contamination Aware Transformer for Downlink Power Control in Cell-Free Massive MIMO Networks A GNN Approach for Cell-Free Massive MIMO,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:41:32.276229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T10:41:32.116590Z digest=sha256:aa0df9b2e42988a32bd24595fd568737f97d2762fabe8f1d7b9fafeb5e93ca2f

Observation 339ab9f4-8cd5-4aed-830e-e5422baaa71e · outbound

This paper cites Learning- Based Downlink Power Allocation in Cell-Free Massive MIMO Systems,.

Pilot Contamination Aware Transformer for Downlink Power Control in Cell-Free Massive MIMO Networks Learning- Based Downlink Power Allocation in Cell-Free Massive MIMO Systems,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:41:32.265359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T10:41:32.120171Z digest=sha256:dec19bdc6bd2fbf020f56d4f42d7e22ae93e0aca0fbee7b466874e4f162dd33c

Observation 82507eb4-8a80-4408-a336-4e306cb314a8 · outbound

This paper cites Unsuper- vised Deep Learning for Power Control of Cell-Free Massive MIMO Systems,.

Pilot Contamination Aware Transformer for Downlink Power Control in Cell-Free Massive MIMO Networks Unsuper- vised Deep Learning for Power Control of Cell-Free Massive MIMO Systems,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:41:32.254547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T10:41:32.123632Z digest=sha256:69485dd3c81b9ee403fde8c5cbd2dbebe580575d357bc6639180e5fd9105fdcd

Observation 9eba2e3a-aefa-4dee-9503-7404da6ad3c5 · outbound

This paper cites Power Allocation in a Cell-Free MIMO System using Reinforcement Learning-Based Approach,.

Pilot Contamination Aware Transformer for Downlink Power Control in Cell-Free Massive MIMO Networks Power Allocation in a Cell-Free MIMO System using Reinforcement Learning-Based Approach,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:41:32.244348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T10:41:32.126811Z digest=sha256:221fb17aeeab0b5bb96ba955fc09ce0c42dfc0cace26b59a751d7a8836595b8a

Observation a617e085-7e56-4b34-93be-f334cfa476b9 · outbound

This paper cites Atten- tion Neural Network for Downlink Cell-Free Massive MIMO Power Control,.

Pilot Contamination Aware Transformer for Downlink Power Control in Cell-Free Massive MIMO Networks Atten- tion Neural Network for Downlink Cell-Free Massive MIMO Power Control,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:41:32.233791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T10:41:32.130171Z digest=sha256:f2268ea947e286d995c58b84b7943edec3959ebddcebf354b5e7f1ee226934d9

Observation 5d4805bd-ad3c-432f-b01f-bc00731d9dae · outbound

This paper cites Attention is All you Need,.

Pilot Contamination Aware Transformer for Downlink Power Control in Cell-Free Massive MIMO Networks Attention is All you Need,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:41:32.222865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T10:41:32.133387Z digest=sha256:1c73de7588b8f673b506b58bdb3d1a1b621ab87760a1ed59a8f2ba53c5188f7f

Observation 1f90cc1b-dafc-4e18-8dca-e52214546955 · outbound

This paper cites Improving language understanding by generative pre-training,.

Pilot Contamination Aware Transformer for Downlink Power Control in Cell-Free Massive MIMO Networks Improving language understanding by generative pre-training,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:41:32.211683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T10:41:32.136611Z digest=sha256:06f10cc28bbf6ca66d6a5f62d8a3a60971d0ba4bd661a5ae6f4d54463655236d

Observation 3c57235f-3fbd-456f-ac96-508a2f6c86e0 · outbound

This paper cites Goodfellow, Y.

Pilot Contamination Aware Transformer for Downlink Power Control in Cell-Free Massive MIMO Networks Goodfellow, Y

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:41:32.201279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T10:41:32.139967Z digest=sha256:c57b60687208696047db7425a85d3844a92ab79097661af975e8713f05439af0

Observation 7c748311-9389-4839-850f-568738d4af7b · outbound

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

Pilot Contamination Aware Transformer for Downlink Power Control in Cell-Free Massive MIMO Networks BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:41:32.190196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T10:41:32.143240Z digest=sha256:1b2f8da071d24d303f8a1f1826b99b243d7b91da13bb1a81516f51b375c49f02

Observation 0e8f0f7c-64e7-4ee4-8ed1-eb71971164ca · outbound

This paper cites CFmMIMO PC,.

Pilot Contamination Aware Transformer for Downlink Power Control in Cell-Free Massive MIMO Networks CFmMIMO PC,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T10:41:32.178174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T10:41:32.146769Z digest=sha256:a1eacd72c42d059059bc07a040cbd5381571da0af6e3eceeb5fd81877888817f

Pith citing papers

Observation 4f153233-6464-47cf-aa8b-d694dad89ff7 · inbound

Computationally Efficient Neural Receivers via Axial Self-Attention cites this paper.

Computationally Efficient Neural Receivers via Axial Self-Attention Pilot Contamination Aware Transformer for Downlink Power Control in Cell-Free Massive MIMO Networks

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-04T09:53:04.651061Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:53:04.651061Z digest=sha256:c4c388dd2d2e6569cf3034fc8517e90ecb5df88202be6830c76b0f4e11d9fd68