Pith. sign in

Paper Citation Record · LEDGER

DRL-Based Spectrum Sharing for RIS-Aided Local High-Quality Wireless Networks

As of 22 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 0 inbound Pith citation observations for arXiv:2603.25332.

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

pith.paper-citation-record.v1
2603.25332 v2

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T17:28:25.739838Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+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

32 of 32 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved32
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ee8c602a-7e9f-47e0-be88-4b596a6a0972 · outbound

This paper cites Cisco annual internet report 2018–2023,.

DRL-Based Spectrum Sharing for RIS-Aided Local High-Quality Wireless Networks Cisco annual internet report 2018–2023,

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-02T17:28:22.773264Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T17:28:22.773264Z digest=sha256:15e3dcbe3920e2c90656c4b9f1c585580cc46b0bd4679a4a30291e2e4dd96836

Observation dfcf6a89-440b-48f4-adb7-aa5336e067c7 · outbound

This paper cites Micro operators to boost local service delivery in 5G,.

DRL-Based Spectrum Sharing for RIS-Aided Local High-Quality Wireless Networks Micro operators to boost local service delivery in 5G,

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-02T17:28:22.874256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T17:28:22.874256Z digest=sha256:e1d961321ba50fbfc3dd6dd7a3f638602b079a71d4475ee0fdf1df6fa8092565

Observation 868c2763-4216-4392-965e-29afeded348d · outbound

This paper cites Reconfigurable radio systems (rrs); evolved licensed shared access (elsa); part 2: System architecture and high-level procedures,.

DRL-Based Spectrum Sharing for RIS-Aided Local High-Quality Wireless Networks Reconfigurable radio systems (rrs); evolved licensed shared access (elsa); part 2: System architecture and high-level procedures,

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-02T17:28:23.057831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T17:28:23.057831Z digest=sha256:e02872f42f38cf870396ab5d4c075dfcd1dd5886ac1eb6b2e12a00c8aa202948

Observation 2a36cbb8-7a51-4f8a-8a03-d17cc70e948f · outbound

This paper cites Cognitive radio: Making software radios more personal,.

DRL-Based Spectrum Sharing for RIS-Aided Local High-Quality Wireless Networks Cognitive radio: Making software radios more personal,

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-02T17:28:23.194565Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T17:28:23.194565Z digest=sha256:c535d9c8f4344f37f29e0c134540a80e2807f292d380d97c78e24c551e303cec

Observation d24912f2-9b5c-422d-a029-8a0f2cb991ff · outbound

This paper cites Towards smart and reconfigurable environment: Intelligent reflecting surface-aided wireless networks,.

DRL-Based Spectrum Sharing for RIS-Aided Local High-Quality Wireless Networks Towards smart and reconfigurable environment: Intelligent reflecting surface-aided wireless networks,

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-02T17:28:23.307228Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T17:28:23.307228Z digest=sha256:da0b7c23ec92afd93941c0703c378f806851f6e62e429bb58fefc3b97fe0798a

Observation fe77cb49-ac1b-4474-8b90-beca33f26c85 · outbound

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

DRL-Based Spectrum Sharing for RIS-Aided Local High-Quality Wireless Networks Reconfigurable intelligent surfaces for energy efficiency in wireless communication,

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-02T17:28:23.398300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T17:28:23.398300Z digest=sha256:b0d9b63e34cdf2ad559c71221ddce8909d7eda3e14b16900b5b7d057be6f6bea

Observation b06e77d0-1e43-4e95-a7c2-a2fa2f6f201c · outbound

This paper cites An intelligent mechanism for dynamic spectrum sharing in 5G IoT networks,.

DRL-Based Spectrum Sharing for RIS-Aided Local High-Quality Wireless Networks An intelligent mechanism for dynamic spectrum sharing in 5G IoT networks,

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-02T17:28:23.530627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T17:28:23.530627Z digest=sha256:2f505206ce7c0c0b873630a81b4fdae04e39b107447ffb06e9bcaa47ca9ef2b1

Observation 7c1ab50c-90b9-4f50-bb3f-406d16d13788 · outbound

This paper cites Dynamic fairness-aware spectrum auction for enhanced licensed shared access in UA V-based networks,.

DRL-Based Spectrum Sharing for RIS-Aided Local High-Quality Wireless Networks Dynamic fairness-aware spectrum auction for enhanced licensed shared access in UA V-based networks,

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-02T17:28:23.643770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T17:28:23.643770Z digest=sha256:9b6096bad7f49f4b059cc3e5923d6f17e73421377c67766628eeffae2fbd1648

Observation b7a73456-36d7-439b-9a26-49d5ee38b3ed · outbound

This paper cites Optimizing the spectrum and energy efficiency in dynamic licensed shared access systems,.

DRL-Based Spectrum Sharing for RIS-Aided Local High-Quality Wireless Networks Optimizing the spectrum and energy efficiency in dynamic licensed shared access systems,

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-02T17:28:23.743796Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T17:28:23.743796Z digest=sha256:cab738e1b5a5dbe966685825db6d4b588ba4cecdc9dd6ee6290ede67c85a5448

Observation b06f4c37-31ad-4dfc-aa8b-c0e15dc7da4b · outbound

This paper cites Spectral efficiency of dynamic licensed shared access,.

DRL-Based Spectrum Sharing for RIS-Aided Local High-Quality Wireless Networks Spectral efficiency of dynamic licensed shared access,

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-02T17:28:23.847910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T17:28:23.847910Z digest=sha256:0ff6943cbe440ef99db862552d7c31a1269ccf69368e49f684d5cd5f8eab75a4

Observation 22c82213-7212-409e-b6db-e6f53181330d · outbound

This paper cites Multi- block ascending auctions for effective 5G licensed shared access,.

DRL-Based Spectrum Sharing for RIS-Aided Local High-Quality Wireless Networks Multi- block ascending auctions for effective 5G licensed shared access,

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-02T17:28:23.918911Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T17:28:23.918911Z digest=sha256:bb527e85b04dc2db021766176c48374d9464ebf0afe51142c0b1640f96ed5a2b

Observation 86fc2de9-9646-46a8-a54a-45eeadb92906 · outbound

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

DRL-Based Spectrum Sharing for RIS-Aided Local High-Quality Wireless Networks Smart radio environments empowered by reconfigurable intelligent surfaces: How it works, state of research, and the road ahead,

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-02T17:28:24.044123Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T17:28:24.044123Z digest=sha256:e0af6d6e3499bc245bb1839a7715fd757fc7fc6f87b47c24747b4e2a25c367ae

Observation b65f7ab1-7915-4f2d-a582-ece62e49d217 · outbound

This paper cites Qos-driven spectrum sharing for reconfigurable intelligent surfaces (RISs) aided vehicular networks,.

DRL-Based Spectrum Sharing for RIS-Aided Local High-Quality Wireless Networks Qos-driven spectrum sharing for reconfigurable intelligent surfaces (RISs) aided vehicular networks,

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-02T17:28:24.117356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T17:28:24.117356Z digest=sha256:79540b18ccd27d7f0a48b75f5523566158d8776abe3d0806dd6b6fa5e9c0daaa

Observation 18a211a2-c661-480e-8684-cd1ad21fa537 · outbound

This paper cites Secure SWIPT in the multiuser STAR-RIS aided MISO rate splitting downlink,.

DRL-Based Spectrum Sharing for RIS-Aided Local High-Quality Wireless Networks Secure SWIPT in the multiuser STAR-RIS aided MISO rate splitting downlink,

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-02T17:28:24.188939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T17:28:24.188939Z digest=sha256:9744e95a0479a452773e0c6b2d0a6223a0b0c5a332ca5dc4b9d80e32edba2754

Observation c2c419bb-a0d0-43c3-9b6f-831f9d0f5716 · outbound

This paper cites Power efficient cooperative communication within IIoT subnetworks: Relay or RIS?,.

DRL-Based Spectrum Sharing for RIS-Aided Local High-Quality Wireless Networks Power efficient cooperative communication within IIoT subnetworks: Relay or RIS?,

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-02T17:28:24.259483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T17:28:24.259483Z digest=sha256:3fd59dc7b47e735c8d3ea3fcb87e1f8fd7b8c3e6cb8ef72044e34c10cdd7b631

Observation 947af8c7-e1ff-4774-b990-933db4d5c724 · outbound

This paper cites Secure rate splitting in STAR- RIS assisted downlink MISO systems,.

DRL-Based Spectrum Sharing for RIS-Aided Local High-Quality Wireless Networks Secure rate splitting in STAR- RIS assisted downlink MISO systems,

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-02T17:28:24.331885Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T17:28:24.331885Z digest=sha256:d75f871c257c49ea833fdb9db4acdd0432f464eeaf772abc4f97ce1b747ceb2a

Observation 04682acc-a8dd-4822-95a6-5157d0d027e8 · outbound

This paper cites QoS-aware resource allocation of RIS-aided multi-user MISO wireless communications,.

DRL-Based Spectrum Sharing for RIS-Aided Local High-Quality Wireless Networks QoS-aware resource allocation of RIS-aided multi-user MISO wireless communications,

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-02T17:28:24.407053Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T17:28:24.407053Z digest=sha256:2ccc0e56a8bd14d74af895d7b8db1cf932bac4f52a96c040e026ad253317c8f4

Observation 23fd79d0-a18f-465a-a0eb-d546fabdaa2f · outbound

This paper cites Weighted sum- rate maximization for reconfigurable intelligent surface aided wireless networks,.

DRL-Based Spectrum Sharing for RIS-Aided Local High-Quality Wireless Networks Weighted sum- rate maximization for reconfigurable intelligent surface aided wireless networks,

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-02T17:28:24.475235Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T17:28:24.475235Z digest=sha256:8b6eb107f577f3431ebe6adcce68f6b570b0bb2cb0286b1a85efcf8f50acfa88

Observation 97f6f66c-574d-4d49-9789-e3929c535a9e · outbound

This paper cites Joint power control and passive beamforming in IRS-assisted spectrum sharing,.

DRL-Based Spectrum Sharing for RIS-Aided Local High-Quality Wireless Networks Joint power control and passive beamforming in IRS-assisted spectrum sharing,

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-02T17:28:24.545494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T17:28:24.545494Z digest=sha256:3aa48bfe242ec495a07963ed1496df8cf5f1db7b65eee41732fa42211f35dd5b

Observation 3f5230cc-c26e-45d3-b396-ba8be65e3f86 · outbound

This paper cites Intelligent reflecting surface- aided spectrum sensing for cognitive radio,.

DRL-Based Spectrum Sharing for RIS-Aided Local High-Quality Wireless Networks Intelligent reflecting surface- aided spectrum sensing for cognitive radio,

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-02T17:28:24.635589Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T17:28:24.635589Z digest=sha256:eca4156409ac84f507df0b630d6dbda34fbe4a70d8f111bb5af6130034493cdf

Observation 345dba0d-90fb-4f1b-9065-08cd1b6fc28c · outbound

This paper cites Private 5G networks: Concepts, archi- tectures, and research landscape,.

DRL-Based Spectrum Sharing for RIS-Aided Local High-Quality Wireless Networks Private 5G networks: Concepts, archi- tectures, and research landscape,

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-02T17:28:24.717387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T17:28:24.717387Z digest=sha256:80c98984aabdbb11a04409b9d693052d6deced23c18dedf0369f45b75de5d6d8

Observation 05b8e1d7-ee5c-4e2c-93e6-d69c86e261e8 · outbound

This paper cites 5G non-public networks: Standardization, architectures and challenges,.

DRL-Based Spectrum Sharing for RIS-Aided Local High-Quality Wireless Networks 5G non-public networks: Standardization, architectures and challenges,

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-02T17:28:24.800103Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T17:28:24.800103Z digest=sha256:136d5a363505dfd577aa1e99dc9ee69c5b397773a12d8cbee18e2a4eda1a1f95

Observation b9053a35-722b-45f1-a04d-bbe6372eb113 · outbound

This paper cites Spectrum sharing in multi-tenant 5G cellular networks: Modeling and planning,.

DRL-Based Spectrum Sharing for RIS-Aided Local High-Quality Wireless Networks Spectrum sharing in multi-tenant 5G cellular networks: Modeling and planning,

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-02T17:28:24.871590Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T17:28:24.871590Z digest=sha256:da7ad48b3d39991e06ddfaeb658ba15ea221535e20faaeb89a3fcc0e57411a07

Observation 3d993263-eab1-4515-8f5f-dadc157b2b09 · outbound

This paper cites AI-enabled pri- ority and auction-based spectrum management for 6G,.

DRL-Based Spectrum Sharing for RIS-Aided Local High-Quality Wireless Networks AI-enabled pri- ority and auction-based spectrum management for 6G,

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-02T17:28:24.939746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T17:28:24.939746Z digest=sha256:59db21cde7b429e92540827ff131957bb33b284199f1b396e0aa29db3f9a7145

Observation a685e56f-e49d-4a56-8c60-84aafac98b0d · outbound

This paper cites Utility-based interference coordination for local spec- trum licensing in 6G,.

DRL-Based Spectrum Sharing for RIS-Aided Local High-Quality Wireless Networks Utility-based interference coordination for local spec- trum licensing in 6G,

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-02T17:28:25.029757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T17:28:25.029757Z digest=sha256:23958c8d5c1c044028652e0cb41b085f339009aa1d5731ae7428b0f0d18f3c32

Observation e80e2664-ec22-4418-8700-da575d0ad666 · outbound

This paper cites Compete or coordinate? analysis of spectrum sharing strategies for local wireless services,.

DRL-Based Spectrum Sharing for RIS-Aided Local High-Quality Wireless Networks Compete or coordinate? analysis of spectrum sharing strategies for local wireless services,

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-02T17:28:25.102898Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T17:28:25.102898Z digest=sha256:2df4cdef3c9ba533442fca124ac1e35fb062b7032466b92009c02b2de5c17cde

Observation 16f984c5-3c15-47eb-9152-d640a74647ac · outbound

This paper cites The frontiers of deep reinforcement learning for resource management in future wireless HetNets: Techniques, challenges, and research direc- tions,.

DRL-Based Spectrum Sharing for RIS-Aided Local High-Quality Wireless Networks The frontiers of deep reinforcement learning for resource management in future wireless HetNets: Techniques, challenges, and research direc- tions,

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-02T17:28:25.181914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T17:28:25.181914Z digest=sha256:474fe38b895b7b750ee5b8345c6de63acdbdc7039fe8299fce25d194ecc550fc

Observation 05fe2f02-b3c8-4ee6-891d-b4a758703c98 · outbound

This paper cites A heterogeneous-agent deep rein- forcement learning approach for dynamic spectrum access in cognitive wireless networks,.

DRL-Based Spectrum Sharing for RIS-Aided Local High-Quality Wireless Networks A heterogeneous-agent deep rein- forcement learning approach for dynamic spectrum access in cognitive wireless networks,

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-02T17:28:25.226490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T17:28:25.226490Z digest=sha256:611d8c9149684febab2ae8c2f06e252e86977eb5c2026c707d96bb40cb64afc1

Observation 056e10aa-7da3-44f4-bc92-4817315044f2 · outbound

This paper cites Resource man- agement in dynamic shared spectrum networks,.

DRL-Based Spectrum Sharing for RIS-Aided Local High-Quality Wireless Networks Resource man- agement in dynamic shared spectrum networks,

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-02T17:28:25.304637Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T17:28:25.304637Z digest=sha256:c7ad5f9057149b44f2c8b5a232dfc3e3136afd921096dd532e4416c91555d285

Observation 9433e9d2-a1c2-42cf-9fbd-a97138cf5e5a · outbound

This paper cites An Offline Multi-Agent Reinforcement Learning Framework for Radio Resource Management.

DRL-Based Spectrum Sharing for RIS-Aided Local High-Quality Wireless Networks An Offline Multi-Agent Reinforcement Learning Framework for Radio Resource Management

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-02T17:28:25.473170Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T17:28:25.473170Z digest=sha256:ba606d27b775d0dac34df635057a983b779af57ee007db7748b12e6ae03011eb

Observation 1db5b7a0-70fa-4b36-9e87-b60fa82f3520 · outbound

This paper cites Deep reinforcement learning for resource allocation in RIS-assisted NOMA- MEC vehicular networks,.

DRL-Based Spectrum Sharing for RIS-Aided Local High-Quality Wireless Networks Deep reinforcement learning for resource allocation in RIS-assisted NOMA- MEC vehicular networks,

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-02T17:28:25.574595Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T17:28:25.574595Z digest=sha256:e3f56d3ceb1de406946ac54bbccc6a4506cac4b0648448c480514a27ca884622

Observation 95851a73-591a-427b-802f-61c734bfc990 · outbound

This paper cites Soft Actor-Critic Algorithms and Applications.

DRL-Based Spectrum Sharing for RIS-Aided Local High-Quality Wireless Networks Soft Actor-Critic Algorithms and Applications

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-02T17:28:25.739838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T17:28:25.739838Z digest=sha256:c3b15b20b7edf88433d888ef50eb687dacfd9bd316baae2f36b6d73401dd4499

Pith citing papers

No inbound Pith citation observations are available.