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Paper Citation Record · LEDGER

Energy-Efficient SIM-assisted Communications: How Many Layers Do We Need?

As of 17 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 2 inbound Pith citation observations for arXiv:2504.15737.

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

pith.paper-citation-record.v1
2504.15737 v1

Coverage vector

measured 54 of 54 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:26:19.840620Z

measured 56 of 56 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T18:05:43.494220Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T17:05:40.076724Z

Reference resolution

54 of 54 outbound references displayed

  • verified exact2
  • verified fuzzy41
  • unresolved11
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 05d4c3e1-77ee-4cc2-858e-2295420fc21c · outbound

This paper cites On the road to 6G: Visions, requirements, key technologies and testbeds,.

Energy-Efficient SIM-assisted Communications: How Many Layers Do We Need? On the road to 6G: Visions, requirements, key technologies and testbeds,

Reference 1

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no resolver link, observed 2026-08-16T11:26:19.570503Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:26:19.570503Z digest=sha256:2666cbe4052ab5f7bc0f72bc78b5678a35c906476de317c96de5d30c6061fea6

Observation ab4e7a45-2b73-4b9a-a940-0d95548543d8 · outbound

This paper cites Holographic MIM O communications: Theoretical foundations, enabling techn ologies, and future directions,.

Energy-Efficient SIM-assisted Communications: How Many Layers Do We Need? Holographic MIM O communications: Theoretical foundations, enabling techn ologies, and future directions,

Reference 2

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raw_fallback, observed 2026-08-16T11:26:20.992285Z

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=2026-08-16T11:26:19.576076Z digest=sha256:167bab6fc3b0a3ead91a50e62b3d8733ba83f1544c581b39089a749fdf7200c3

Observation e8bf8635-b489-4c4a-83f9-338c4f9b4ea0 · outbound

This paper cites Performance analysis and low-complexity design fo r XL- MIMO with near-field spatial non-stationarities,.

Energy-Efficient SIM-assisted Communications: How Many Layers Do We Need? Performance analysis and low-complexity design fo r XL- MIMO with near-field spatial non-stationarities,

Reference 3

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verified fuzzy
raw_fallback, observed 2026-08-16T11:26:20.975417Z

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=2026-08-16T11:26:19.580494Z digest=sha256:9f5122012be4e2a13e1d7930795bc53e2235d2c20304bebc1021a7ab02fc74b2

Observation a59edc0b-1f55-4c5f-aff9-a7a2f6851290 · outbound

This paper cites Opt imal Bi- linear Equalizer for Cell-Free Massive MIMO Systems over Co rrelated Rician Channels,.

Energy-Efficient SIM-assisted Communications: How Many Layers Do We Need? Opt imal Bi- linear Equalizer for Cell-Free Massive MIMO Systems over Co rrelated Rician Channels,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:26:20.955903Z

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=2026-08-16T11:26:19.585238Z digest=sha256:c93c9f9c68356eb0bc5da8c6aed77d200e082944a51642f508a02955318d58d6

Observation eaa61cb0-fab3-4497-89b7-e6ed4decf6d7 · outbound

This paper cites Modeling and performance ana lysis for movable antenna enabled wireless communications,.

Energy-Efficient SIM-assisted Communications: How Many Layers Do We Need? Modeling and performance ana lysis for movable antenna enabled wireless communications,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:26:20.927544Z

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=2026-08-16T11:26:19.590364Z digest=sha256:96820e23fa436d6cb293785d3d41cfb57453f774fd69db4540b88a18b3b816ab

Observation a613531e-1216-4759-88cd-2cfc88d8f66a · outbound

This paper cites A survey of energy-efficient techniques for 5G networ ks and challenges ahead,.

Energy-Efficient SIM-assisted Communications: How Many Layers Do We Need? A survey of energy-efficient techniques for 5G networ ks and challenges ahead,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:26:20.911074Z

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=2026-08-16T11:26:19.595880Z digest=sha256:f527729eafcf946bd5f17e03e2d65146e5c6f6b8ed47be0e551c4a3bf2662cc4

Observation 7b2c33d7-2ad0-4b17-abf1-5a88db5974ef · outbound

This paper cites RIS-aided cell-free massive MIMO systems for 6 G: Fundamentals, system design, and applications,.

Energy-Efficient SIM-assisted Communications: How Many Layers Do We Need? RIS-aided cell-free massive MIMO systems for 6 G: Fundamentals, system design, and applications,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:26:20.893642Z

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=2026-08-16T11:26:19.601321Z digest=sha256:02e21e0bc6612065d9b13db4645d37487c419874cc21a40489fe5e4387c906cb

Observation eea84630-b838-42a1-9a8c-2acd3e4474e6 · outbound

This paper cites Intelligent reflecting surface enhan ced wire- less network via joint active and passive beamforming,.

Energy-Efficient SIM-assisted Communications: How Many Layers Do We Need? Intelligent reflecting surface enhan ced wire- less network via joint active and passive beamforming,

Reference 8

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verified fuzzy
raw_fallback, observed 2026-08-16T11:26:20.878363Z

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=2026-08-16T11:26:19.607496Z digest=sha256:1e29204e1874a736feac782469d0c0d2e9879af85deee931b7eea4f67f8a7769

Observation 30fd4fc7-407c-4e5c-be71-6c86e73560fa · outbound

This paper cites Smart radio environments emp owered by reconfigurable intelligent surfaces: How it works, state of research, and the road ahead,.

Energy-Efficient SIM-assisted Communications: How Many Layers Do We Need? Smart radio environments emp owered by reconfigurable intelligent surfaces: How it works, state of research, and the road ahead,

Reference 9

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unresolved
no resolver link, observed 2026-08-16T11:26:19.612465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:26:19.612465Z digest=sha256:80305723409cca09107fd329af22f4af4885077de03943cea74ff89441906632

Observation 641797d1-9287-4e93-8be0-b0f38937fe5d · outbound

This paper cites Uplink performan ce of RIS-aided cell-free massive MIMO system with electromag netic interference,.

Energy-Efficient SIM-assisted Communications: How Many Layers Do We Need? Uplink performan ce of RIS-aided cell-free massive MIMO system with electromag netic interference,

Reference 10

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verified fuzzy
raw_fallback, observed 2026-08-16T11:26:20.847417Z

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=2026-08-16T11:26:19.617577Z digest=sha256:6f0902b050b8f4853b3edf2183dd557a3f0fea192a6bda03785a32d50ddf64a5

Observation 176f7ca1-9859-48cc-8872-42d7a6773016 · outbound

This paper cites Cooperat ive beamforming for RIS-aided cell-free massive MIMO networks ,.

Energy-Efficient SIM-assisted Communications: How Many Layers Do We Need? Cooperat ive beamforming for RIS-aided cell-free massive MIMO networks ,

Reference 11

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no resolver link, observed 2026-08-16T11:26:19.622503Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:26:19.622503Z digest=sha256:e58e1c3299dce8f637d702bbe22bfc25acb7d6f0576f0db9a94f73e0e3b527f1

Observation 26bb45d7-ff4c-4dfc-a4c0-fa645859d5e8 · outbound

This paper cites Reconfigurable intelligent surfaces for energy ef ficiency in wireless communication,.

Energy-Efficient SIM-assisted Communications: How Many Layers Do We Need? Reconfigurable intelligent surfaces for energy ef ficiency in wireless communication,

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-16T11:26:19.627321Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:26:19.627321Z digest=sha256:94d68bc9a7965c955e56ae9b78124f906be20ea8bfe764eb66eb67f5ef28a12f

Observation 9284706f-d480-4102-9511-6c2e4bf83e49 · outbound

This paper cites Energy efficiency and spectral efficiency tradeoff in RIS-aided mul tiuser MIMO uplink transmission,.

Energy-Efficient SIM-assisted Communications: How Many Layers Do We Need? Energy efficiency and spectral efficiency tradeoff in RIS-aided mul tiuser MIMO uplink transmission,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:26:20.808664Z

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=2026-08-16T11:26:19.633740Z digest=sha256:be1c529eb0dc1b45d6cf22b74d9f14112e4eabea0d07af0898a77d6c07ddd463

Observation c7b1321b-d0ab-45ae-b8d5-2d5ff4bf5bde · outbound

This paper cites Energy e fficiency maximization in RIS-aided cell-free network with limited b ackhaul,.

Energy-Efficient SIM-assisted Communications: How Many Layers Do We Need? Energy e fficiency maximization in RIS-aided cell-free network with limited b ackhaul,

Reference 14

Resolution
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no resolver link, observed 2026-08-16T11:26:19.643321Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:26:19.643321Z digest=sha256:a52d4ea6ad9300b533fd86bba92e9d748ac03829ddad56ba5c25827793e3efe3

Observation 845aa2d6-3182-4d44-a27a-c78cf6776a3a · outbound

This paper cites Energy efficie ncy optimization in RIS-aided wireless networks: Active versu s nearly- passive RIS with global reflection constraints,.

Energy-Efficient SIM-assisted Communications: How Many Layers Do We Need? Energy efficie ncy optimization in RIS-aided wireless networks: Active versu s nearly- passive RIS with global reflection constraints,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:26:20.782925Z

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=2026-08-16T11:26:19.649442Z digest=sha256:8f5db986d83080e49236ce449b9fc490f9eada2ab49b7049037148508c3b3c8d

Observation 0cddc87e-735a-45bd-9052-385bbec70e10 · outbound

This paper cites Low-complexity chann el estimation and passive beamforming for RIS-assisted MIMO s ystems relying on discrete phase shifts,.

Energy-Efficient SIM-assisted Communications: How Many Layers Do We Need? Low-complexity chann el estimation and passive beamforming for RIS-assisted MIMO s ystems relying on discrete phase shifts,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:26:20.767911Z

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=2026-08-16T11:26:19.654847Z digest=sha256:98146a1ecb785f93f64086a3f4744d8c10303f15cf1529a31e3bba9161c4255e

Observation 9d355c6e-08fd-444c-b2fd-b79b011d3724 · outbound

This paper cites Reconfigura ble intelligent surfaces: Performance assessment through a sy stem-level simulator,.

Energy-Efficient SIM-assisted Communications: How Many Layers Do We Need? Reconfigura ble intelligent surfaces: Performance assessment through a sy stem-level simulator,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:26:20.751806Z

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=2026-08-16T11:26:19.660491Z digest=sha256:6846585cdff23a5516ccde1bdcf5fae9cb215f843fe7288d58e7d71c86a87d11

Observation 0f350f35-cb22-4e54-9447-d0a879e47651 · outbound

This paper cites On the opti mal number of reflecting elements for reconfigurable intelligen t surfaces,.

Energy-Efficient SIM-assisted Communications: How Many Layers Do We Need? On the opti mal number of reflecting elements for reconfigurable intelligen t surfaces,

Reference 18

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verified fuzzy
raw_fallback, observed 2026-08-16T11:26:20.733532Z

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=2026-08-16T11:26:19.665480Z digest=sha256:84cc089fe79835aec86b27c4bdf03e74e53e45a3b6fb82fcb6448bf0693e3c9e

Observation 59568b2d-cded-4470-84c5-c2bca00bb6e6 · outbound

This paper cites All-optical machine learning using diffractive deep neural networks,.

Energy-Efficient SIM-assisted Communications: How Many Layers Do We Need? All-optical machine learning using diffractive deep neural networks,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:26:20.718340Z

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=2026-08-16T11:26:19.670125Z digest=sha256:d9b43b879b9a4b6c890152f3dd88f3ec7a2b414c3f893cbea23d1569d30dc7ea

Observation e95afd13-510e-4c12-93ab-87ea814b86a3 · outbound

This paper cites A programmable diffractive deep 14 neural network based on a digital-coding metasurface array ,.

Energy-Efficient SIM-assisted Communications: How Many Layers Do We Need? A programmable diffractive deep 14 neural network based on a digital-coding metasurface array ,

Reference 20

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verified fuzzy
raw_fallback, observed 2026-08-16T11:26:20.703510Z

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=2026-08-16T11:26:19.675225Z digest=sha256:eff1720b2e8b506f89484c9b87d27ba6e703d7a342c3d9b26f66ce415820fe08

Observation 6337754b-bc27-46bb-924a-b2a1fa5f4f95 · outbound

This paper cites Physically consistent model ing of stacked intelligent metasurfaces implemented with beyond diagona l ris,.

Energy-Efficient SIM-assisted Communications: How Many Layers Do We Need? Physically consistent model ing of stacked intelligent metasurfaces implemented with beyond diagona l ris,

Reference 21

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verified fuzzy
raw_fallback, observed 2026-08-16T11:26:20.688941Z

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=2026-08-16T11:26:19.679481Z digest=sha256:7d7d473e1aacb0fec1852adffa594d0513f9c5911199ff6ee946814f4cdb7aea

Observation 3b6ac7ce-74c3-4954-b456-ef6e2b0821db · outbound

This paper cites Stacked Intelligent Metasurfaces for Wireless Communications: Applications and Challenges.

Energy-Efficient SIM-assisted Communications: How Many Layers Do We Need? Stacked Intelligent Metasurfaces for Wireless Communications: Applications and Challenges

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-16T11:26:19.684906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:26:19.684906Z digest=sha256:cdea69eb692235ba66a6950ffc57c1a2cbb30032ffe7bdcdb396097218ad07e7

Observation 946c7ea2-6e3f-4fbd-abe2-3291dc6a5744 · outbound

This paper cites Stacked intelligent metasurfaces for efficie nt holo- graphic MIMO communications in 6G,.

Energy-Efficient SIM-assisted Communications: How Many Layers Do We Need? Stacked intelligent metasurfaces for efficie nt holo- graphic MIMO communications in 6G,

Reference 23

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verified fuzzy
raw_fallback, observed 2026-08-16T11:26:20.673521Z

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=2026-08-16T11:26:19.689622Z digest=sha256:702ad8d7b3f4711a61d025262b2626f6145c96fb69c4020db1778918b641c20f

Observation a72063cb-ac8c-4833-b45e-cd0a683592b2 · outbound

This paper cites Performance of double-stacked in telligent metasurface-assisted multiuser massive MIMO communicati ons in the wave domain,.

Energy-Efficient SIM-assisted Communications: How Many Layers Do We Need? Performance of double-stacked in telligent metasurface-assisted multiuser massive MIMO communicati ons in the wave domain,

Reference 24

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raw_fallback, observed 2026-08-16T11:26:20.657634Z

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=2026-08-16T11:26:19.694104Z digest=sha256:4875526b2690203fe960388c87e67c8bd6b842a1964a1e8b74fa0b3f4bb1e5b3

Observation badf5754-3321-4ea6-b663-9f723d887ec1 · outbound

This paper cites Hybrid Digital-Wave Domain Channel Estimator for Stacked Intelligent Metasurface Enabled Multi-User MISO Systems.

Energy-Efficient SIM-assisted Communications: How Many Layers Do We Need? Hybrid Digital-Wave Domain Channel Estimator for Stacked Intelligent Metasurface Enabled Multi-User MISO Systems

Reference 25

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local_arxiv, observed 2026-08-16T11:26:20.077715Z

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=2026-08-16T11:26:19.698649Z digest=sha256:8821f451d2e53e016ae35e840937a343757e00968a35af0f8ed391ef1354553d

Observation cf6c0e6a-57c8-4379-9ab2-2fc5ffa319a9 · outbound

This paper cites A survey on hybrid beamforming techniques i n 5G: Architecture and system model perspectives,.

Energy-Efficient SIM-assisted Communications: How Many Layers Do We Need? A survey on hybrid beamforming techniques i n 5G: Architecture and system model perspectives,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:26:20.639546Z

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=2026-08-16T11:26:19.703256Z digest=sha256:0bc318ca341ecde46cba68d29ada5a57c4dd42da6b056437db88d6cb692514c6

Observation 0a563de6-71ca-4161-bddc-dce4864f7993 · outbound

This paper cites Machi ne learning based beam selection with low complexity hybrid be amforming design for 5G massive MIMO systems,.

Energy-Efficient SIM-assisted Communications: How Many Layers Do We Need? Machi ne learning based beam selection with low complexity hybrid be amforming design for 5G massive MIMO systems,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:26:20.621611Z

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=2026-08-16T11:26:19.707777Z digest=sha256:a59a067660ca30a81e9cf3537214f026291e8575d08b3485da17fef6a3129cfe

Observation 40ae2f49-3c60-478b-a087-9c60a4bd0dac · outbound

This paper cites S tacked intelligent metasurface-based transceiver design for nea r-field wideband systems,.

Energy-Efficient SIM-assisted Communications: How Many Layers Do We Need? S tacked intelligent metasurface-based transceiver design for nea r-field wideband systems,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:26:20.605352Z

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=2026-08-16T11:26:19.713068Z digest=sha256:08eaf745c39a0f3765b2b2c8c536ad3bc472293e451ec62e460e07d00762c2c1

Observation aef7ad7c-f236-4f0c-9b27-0ac8d4174b53 · outbound

This paper cites Multi-user ISAC through Stacked Intelligent Metasurfaces: New Algorithms and Experiments.

Energy-Efficient SIM-assisted Communications: How Many Layers Do We Need? Multi-user ISAC through Stacked Intelligent Metasurfaces: New Algorithms and Experiments

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-16T11:26:19.717594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:26:19.717594Z digest=sha256:5f0be234053ad22e78f9ded82bc224d823c79662903dc09a66ea3d5bcf3e4233

Observation 8319bd95-7b1c-44b7-8420-87cf8ca08f04 · outbound

This paper cites Two-dimensional direction-of-arrival esti mation using stacked intelligent metasurfaces,.

Energy-Efficient SIM-assisted Communications: How Many Layers Do We Need? Two-dimensional direction-of-arrival esti mation using stacked intelligent metasurfaces,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:26:20.590350Z

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=2026-08-16T11:26:19.722661Z digest=sha256:36b6bf0bffaa804fd10ca007fa767ac2b2e38c67fd86de70ca22714fdd4d7148

Observation f1d1f578-b73c-4832-bdfb-20dfe370b15b · outbound

This paper cites On the efficie nt design of stacked intelligent metasurfaces for secure SISO transm ission,.

Energy-Efficient SIM-assisted Communications: How Many Layers Do We Need? On the efficie nt design of stacked intelligent metasurfaces for secure SISO transm ission,

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:26:20.575766Z

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=2026-08-16T11:26:19.727111Z digest=sha256:3134699a5039a3884e1e8741cf97d2f2ffdc41b498657ec70f428753a70781ec

Observation 08709a8a-ea1e-48db-ad2b-c20f10eb99f3 · outbound

This paper cites S tacked in- telligent metasurfaces for holographic MIMO aided cell-fr ee networks,.

Energy-Efficient SIM-assisted Communications: How Many Layers Do We Need? S tacked in- telligent metasurfaces for holographic MIMO aided cell-fr ee networks,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:26:20.559674Z

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=2026-08-16T11:26:19.731590Z digest=sha256:8d69f53046e78eb33d1ba74e8c7cd6d5e7f871733e20c6dffe8699040c02e8f5

Observation fa385814-8fc3-48fd-9211-c6a41432a667 · outbound

This paper cites Achievable rate optimization for stacked intelli- gent metasurface-assisted holographic MIMO communicatio ns,.

Energy-Efficient SIM-assisted Communications: How Many Layers Do We Need? Achievable rate optimization for stacked intelli- gent metasurface-assisted holographic MIMO communicatio ns,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:26:20.541166Z

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=2026-08-16T11:26:19.736060Z digest=sha256:3a7d5d6c8cf2810f9e750734a4573e4417463c0eecf5655e757d570094142339

Observation 17e63e17-5cba-4ac3-b295-eb4b0465792e · outbound

This paper cites Uplink per- formance of stacked intelligent metasurface-enhanced cel l-free massive MIMO systems,.

Energy-Efficient SIM-assisted Communications: How Many Layers Do We Need? Uplink per- formance of stacked intelligent metasurface-enhanced cel l-free massive MIMO systems,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:26:20.520772Z

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=2026-08-16T11:26:19.741407Z digest=sha256:263e366ae87f6f72b7c503f178776f9ddaa2ae9f49211adc74ac23dc48739f41

Observation 457bc0a5-72a8-493d-b280-bb0fa2199afd · outbound

This paper cites Joint ap-ue association and precoding for sim-aided cell- free massive mimo systems,.

Energy-Efficient SIM-assisted Communications: How Many Layers Do We Need? Joint ap-ue association and precoding for sim-aided cell- free massive mimo systems,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:26:20.505294Z

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=2026-08-16T11:26:19.746056Z digest=sha256:bc853a8bfc10d652a0bc604ef78838276c4d3f51f9a80a72ea056420c078cf41

Observation 21326698-7243-4fa2-bf1d-c67579716ba0 · outbound

This paper cites Scaling Achievable Rates in SIM-aided MIMO Systems with Metasurface Layers: A Hybrid Optimization Framework.

Energy-Efficient SIM-assisted Communications: How Many Layers Do We Need? Scaling Achievable Rates in SIM-aided MIMO Systems with Metasurface Layers: A Hybrid Optimization Framework

Reference 36

Resolution
verified exact
local_arxiv, observed 2026-08-16T11:26:20.036249Z

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=2026-08-16T11:26:19.750689Z digest=sha256:6c054fe05f9ea4a47afcc5a96230bb3f532ed857e7083ca9ea1461271641901c

Observation 2ffbfa5f-b2fc-474e-9967-101154261770 · outbound

This paper cites Achievable rate optimization for large stacked intel- ligent metasurfaces based on statistical CSI,.

Energy-Efficient SIM-assisted Communications: How Many Layers Do We Need? Achievable rate optimization for large stacked intel- ligent metasurfaces based on statistical CSI,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:26:20.489698Z

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=2026-08-16T11:26:19.756082Z digest=sha256:ee5e0eaae698d2b1dbe1670791390bd537690681ad4b1241d75ccffca20446e6

Observation dab20c23-5a51-4360-b4b6-a73089ce8062 · outbound

This paper cites Energy -efficient designs for SIM-based broadcast MIMO systems,.

Energy-Efficient SIM-assisted Communications: How Many Layers Do We Need? Energy -efficient designs for SIM-based broadcast MIMO systems,

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-16T11:26:19.760902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:26:19.760902Z digest=sha256:959bad912b18ee89506c0e0ced61a35e02b6821384eb15d0922e2cf49275c0eb

Observation 5e40be38-663d-44f4-94cc-0fc55a56005f · outbound

This paper cites Sta cked intelligent metasurfaces for multiuser downlink beamform ing in the wave domain,.

Energy-Efficient SIM-assisted Communications: How Many Layers Do We Need? Sta cked intelligent metasurfaces for multiuser downlink beamform ing in the wave domain,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:26:20.472290Z

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=2026-08-16T11:26:19.766358Z digest=sha256:91ca938754c54913ff39442423c7c98e057b64a380ae6e0c21186538607684c3

Observation e125f0b5-44bf-4693-b27a-53d68731bdd0 · outbound

This paper cites Stacked int elligent metasurface enabled LEO satellite communications relying on statistical CSI,.

Energy-Efficient SIM-assisted Communications: How Many Layers Do We Need? Stacked int elligent metasurface enabled LEO satellite communications relying on statistical CSI,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:26:20.454191Z

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=2026-08-16T11:26:19.771688Z digest=sha256:c545c775d579c23d8e00030cbafbb6218925538641db22baeffb452b318d8832

Observation 787bec94-b7c7-4457-b269-144ade7b947c · outbound

This paper cites Holographic MIMO communications with arbitrary surface p lace- ments: Near-field LoS channel model and capacity limit,.

Energy-Efficient SIM-assisted Communications: How Many Layers Do We Need? Holographic MIMO communications with arbitrary surface p lace- ments: Near-field LoS channel model and capacity limit,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:26:20.433591Z

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=2026-08-16T11:26:19.777306Z digest=sha256:cec9417e16617009f497f1a15f5c3e5c3cc05e5c90659391a5aafc396174cd44

Observation eb4494dd-1841-4b19-9dbb-72462284634d · outbound

This paper cites Rayleigh fading mode ling and chan- nel hardening for reconfigurable intelligent surfaces,.

Energy-Efficient SIM-assisted Communications: How Many Layers Do We Need? Rayleigh fading mode ling and chan- nel hardening for reconfigurable intelligent surfaces,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:26:20.414868Z

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=2026-08-16T11:26:19.782210Z digest=sha256:3cce097c994e523341ccdb524515d02f46dca6a6b166323a6f01afa4a74cb8e6

Observation 95c90158-839c-4a92-9622-4c38102092e9 · outbound

This paper cites Channel customiza tion for joint Tx-RISs-Rx design in hybrid mmwave systems,.

Energy-Efficient SIM-assisted Communications: How Many Layers Do We Need? Channel customiza tion for joint Tx-RISs-Rx design in hybrid mmwave systems,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:26:20.397574Z

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=2026-08-16T11:26:19.787296Z digest=sha256:f47520ef55bfac5a9dc0e27d64ef82013f5cd268fea6501fdc2b28117c1a13e9

Observation 6fd0467e-9780-4283-ba66-e4beef2d1a4f · outbound

This paper cites E nergy- efficient design in STAR-RIS assisted communication system with antenna selection,.

Energy-Efficient SIM-assisted Communications: How Many Layers Do We Need? E nergy- efficient design in STAR-RIS assisted communication system with antenna selection,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:26:20.381043Z

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=2026-08-16T11:26:19.792442Z digest=sha256:f1fced74e097f40c5b748a3ef13f57def3ad2933c86c8953334ebf06afa8c840

Observation fb9f799b-728b-44b1-9688-5644fd6c076d · outbound

This paper cites Energy-efficient multicell multigroup multica sting with joint beamforming and antenna selection,.

Energy-Efficient SIM-assisted Communications: How Many Layers Do We Need? Energy-efficient multicell multigroup multica sting with joint beamforming and antenna selection,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:26:20.235377Z

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=2026-08-16T11:26:19.797254Z digest=sha256:0068719bf065a0df77f849a8cbb64f82bfa5df11d95522e29d84ad37d4f64b63

Observation 7a6f0356-4061-4a93-8cea-a445e22e3582 · outbound

This paper cites Fractional programming for communic ation systems—part i: Power control and beamforming,.

Energy-Efficient SIM-assisted Communications: How Many Layers Do We Need? Fractional programming for communic ation systems—part i: Power control and beamforming,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:26:20.219617Z

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=2026-08-16T11:26:19.801863Z digest=sha256:508b53bee600a6d578ce2330d28d1fbef4df1e2d90be84f07c3d34d8e957d71e

Observation 874bb44a-d644-4c62-ae64-eb6d30d2ad9a · outbound

This paper cites An iterativ ely weighted MMSE approach to distributed sum-utility maximization for a MIMO interfering broadcast channel,.

Energy-Efficient SIM-assisted Communications: How Many Layers Do We Need? An iterativ ely weighted MMSE approach to distributed sum-utility maximization for a MIMO interfering broadcast channel,

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-16T11:26:19.806267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:26:19.806267Z digest=sha256:b211edacef28e8f0a63f47cf1599d53cdf0ac6b75053eef5915dad7cfb35c9a5

Observation cefb032e-465e-4d87-8a40-d850cf2eee0e · outbound

This paper cites Antenna selection in MIM O systems,.

Energy-Efficient SIM-assisted Communications: How Many Layers Do We Need? Antenna selection in MIM O systems,

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-16T11:26:19.811763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:26:19.811763Z digest=sha256:30634abe375ff7f7482f8b0f788a60a6e25d6d1f7d470cfc31ee06ac11ef5a0a

Observation f9ff4517-4691-46b9-a40f-a8a329bc88a5 · outbound

This paper cites Joint Precoding and AP Selection for Energy Efficient RIS-aided Cell-Free Massive MIMO Using Multi-agent Reinforcement Learning.

Energy-Efficient SIM-assisted Communications: How Many Layers Do We Need? Joint Precoding and AP Selection for Energy Efficient RIS-aided Cell-Free Massive MIMO Using Multi-agent Reinforcement Learning

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-16T11:26:19.816502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:26:19.816502Z digest=sha256:4ba28980f42c3cf31362796908fdd6a76badd78052e46123b15f008d33e0a9f3

Observation 244f5c49-0c9e-42b9-bf03-5e2b637c5610 · outbound

This paper cites Semidefinite programming ,.

Energy-Efficient SIM-assisted Communications: How Many Layers Do We Need? Semidefinite programming ,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:26:20.183614Z

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=2026-08-16T11:26:19.821715Z digest=sha256:d09f92fe7e621921cb2db9720ad7b2a362ec1d8b7b94a8f628829f5fdd598b7e

Observation b8a195d7-125f-4560-9972-f95781a5c90e · outbound

This paper cites Exploiti ng intelligent reflecting surfaces in NOMA networks: Joint beamforming opt imiza- tion,.

Energy-Efficient SIM-assisted Communications: How Many Layers Do We Need? Exploiti ng intelligent reflecting surfaces in NOMA networks: Joint beamforming opt imiza- tion,

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:26:20.167771Z

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=2026-08-16T11:26:19.826109Z digest=sha256:7635b1f00dadd655d7729a850ed9ad3f31265369e421054a5fe084deacd5d3e4

Observation 42ff537c-d7a9-4563-b70b-447b530010e0 · outbound

This paper cites Intelligent reflecting surface-assisted MU-MISO systems with imperfect hardware: Channel estimation and beamforming de sign,.

Energy-Efficient SIM-assisted Communications: How Many Layers Do We Need? Intelligent reflecting surface-assisted MU-MISO systems with imperfect hardware: Channel estimation and beamforming de sign,

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:26:20.149525Z

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=2026-08-16T11:26:19.830954Z digest=sha256:1cbe7f6faf338cdbd95f71952e7354df2fe8680ba3ae44df3d2b0cf7b92307b6

Observation b4bf865c-aaae-4c32-8516-06fbc41aba3b · outbound

This paper cites Minimization of functions having lipschit z continuous first partial derivatives,.

Energy-Efficient SIM-assisted Communications: How Many Layers Do We Need? Minimization of functions having lipschit z continuous first partial derivatives,

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:26:20.129854Z

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=2026-08-16T11:26:19.835679Z digest=sha256:54d21457b3728139bcf5941951f4dcc702db17909e4a1c6f8516b80ddca2728e

Observation 3aa39316-20a2-48c5-805b-6533558f28c2 · outbound

This paper cites Wideband millimeter-wave propagation measurements and c hannel models for future wireless communication system design,.

Energy-Efficient SIM-assisted Communications: How Many Layers Do We Need? Wideband millimeter-wave propagation measurements and c hannel models for future wireless communication system design,

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:26:20.110872Z

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=2026-08-16T11:26:19.840620Z digest=sha256:1b0b667c58e8226995b313f3c664f2f9f8279e8d00d1b28b5dab4b928cdf7eca

Pith citing papers

Observation 1f260008-d2ea-44f6-93d5-42b668eabbde · inbound

A Refined Alternating Optimization for Sum Rate Maximization in SIM-Aided Multiuser MISO Systems cites this paper.

A Refined Alternating Optimization for Sum Rate Maximization in SIM-Aided Multiuser MISO Systems Energy-Efficient SIM-assisted Communications: How Many Layers Do We Need?

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-05T18:05:43.494220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:05:43.494220Z digest=sha256:35fe978a6f38cca83aa7b152458f99839d1f9cb100e9d4fc3cb221c2c5652ccc

Observation 6be181bf-2eaa-486e-a94a-09021c0e881f · inbound

Enhancing Energy and Spectral Efficiency in IoT-Cellular Networks via Active SIM-Equipped LEO Satellites cites this paper.

Enhancing Energy and Spectral Efficiency in IoT-Cellular Networks via Active SIM-Equipped LEO Satellites Energy-Efficient SIM-assisted Communications: How Many Layers Do We Need?

Reference 31

Resolution
verified exact
local_arxiv, observed 2026-08-05T17:05:40.141231Z

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=2026-08-05T17:05:39.136610Z digest=sha256:00073303a4701ab9a76a0e8d36585d12a09b77a8a1d614dae1f91969d05d14fe