Paper Citation Record · LEDGER

Deep Reinforcement Learning-based Cell DTX/DRX Configuration for Network Energy Saving

As of 18 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 0 inbound Pith citation observations for arXiv:2507.21385.

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

pith.paper-citation-record.v1
2507.21385 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T12:53:59.393922Z

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

21 of 21 outbound references displayed

verified exact1
verified fuzzy19
unresolved1
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9ff700f9-c9e7-4b0a-a6d3-2cf3af0006f4 · outbound

This paper cites Green Future Networks: Network Energy Efficiency,.

Deep Reinforcement Learning-based Cell DTX/DRX Configuration for Network Energy Saving Green Future Networks: Network Energy Efficiency,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:04.254296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 10b58095-5950-4366-9edc-e4f0095675df · outbound

This paper cites SMaRT-5G Project-Sustainable Mobile and RAN Transformation (SMaRT),.

Deep Reinforcement Learning-based Cell DTX/DRX Configuration for Network Energy Saving SMaRT-5G Project-Sustainable Mobile and RAN Transformation (SMaRT),

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:04.035001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9a925410-1975-45c2-a54f-c1fea6b89f4c · outbound

This paper cites Study on Network Energy Savings,.

Deep Reinforcement Learning-based Cell DTX/DRX Configuration for Network Energy Saving Study on Network Energy Savings,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:03.865687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7e2b9616-653c-4916-af32-afecc89df1ee · outbound

This paper cites Network Energy Efficiency Phase 2,.

Deep Reinforcement Learning-based Cell DTX/DRX Configuration for Network Energy Saving Network Energy Efficiency Phase 2,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:03.713480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3f9fb5cd-d295-4eff-88ea-d30bf6b2247a · outbound

This paper cites Reducing Energy Consumption in LTE with Cell DTX,.

Deep Reinforcement Learning-based Cell DTX/DRX Configuration for Network Energy Saving Reducing Energy Consumption in LTE with Cell DTX,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:03.564247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e5d6a678-3e05-47a5-bc87-b169c8115114 · outbound

This paper cites A Survey on DRX Mechanism: Device Power Saving From LTE and 5G New Radio to 6G Communication Systems,.

Deep Reinforcement Learning-based Cell DTX/DRX Configuration for Network Energy Saving A Survey on DRX Mechanism: Device Power Saving From LTE and 5G New Radio to 6G Communication Systems,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:03.324976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e46dfe79-d837-4e00-81dc-cff66fecccae · outbound

This paper cites Backhaul-aware small cell DTX based on fuzzy Q-Learning in heterogeneous cellular networks,.

Deep Reinforcement Learning-based Cell DTX/DRX Configuration for Network Energy Saving Backhaul-aware small cell DTX based on fuzzy Q-Learning in heterogeneous cellular networks,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:03.138218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 48f13797-3d0f-4c7d-bf49-c26325b15c10 · outbound

This paper cites Reinforcement learning for interference-aware cell DTX in heterogeneous networks,.

Deep Reinforcement Learning-based Cell DTX/DRX Configuration for Network Energy Saving Reinforcement learning for interference-aware cell DTX in heterogeneous networks,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:02.855050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4f39a0d1-fd2a-4ee1-8766-8596dd7d721d · outbound

This paper cites an unresolved cited work.

Deep Reinforcement Learning-based Cell DTX/DRX Configuration for Network Energy Saving Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-06T12:54:02.544800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation dfc76e5f-6987-4c14-8e4c-a5ac9e24f583 · outbound

This paper cites Machine Learning Based C-DRX Configuration Optimization for 5G,.

Deep Reinforcement Learning-based Cell DTX/DRX Configuration for Network Energy Saving Machine Learning Based C-DRX Configuration Optimization for 5G,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:02.307982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c38b1f3e-4244-45b1-8427-f1ab49697f40 · outbound

This paper cites On using Deep Reinforcement Learning to balance Power Consumption and Latency in 5G NR,.

Deep Reinforcement Learning-based Cell DTX/DRX Configuration for Network Energy Saving On using Deep Reinforcement Learning to balance Power Consumption and Latency in 5G NR,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:02.082826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d98a530b-cc1f-4bb8-9541-0a7f2fc24972 · outbound

This paper cites Radio Resource Control (RRC) protocol specifications,.

Deep Reinforcement Learning-based Cell DTX/DRX Configuration for Network Energy Saving Radio Resource Control (RRC) protocol specifications,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:01.799846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3274c8e8-a4fd-4958-8378-9de98a54b231 · outbound

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

Deep Reinforcement Learning-based Cell DTX/DRX Configuration for Network Energy Saving O-RAN: Towards an Open and Smart RAN,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:01.500056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f535236e-2856-4bb4-afca-7d68284725ac · outbound

This paper cites Network energy saving techniques in time, frequency and spatial domain,.

Deep Reinforcement Learning-based Cell DTX/DRX Configuration for Network Energy Saving Network energy saving techniques in time, frequency and spatial domain,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:01.279943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f51c1200-053f-4746-b503-37b5f1783790 · outbound

This paper cites Multiplexing and channel coding,.

Deep Reinforcement Learning-based Cell DTX/DRX Configuration for Network Energy Saving Multiplexing and channel coding,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:00.974051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2873ab58-83f8-4f51-8123-1dfec416d350 · outbound

This paper cites Enabling Network Power Savings in 5G- Advanced and Beyond,.

Deep Reinforcement Learning-based Cell DTX/DRX Configuration for Network Energy Saving Enabling Network Power Savings in 5G- Advanced and Beyond,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:00.708740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 41f4cf29-0f6d-4063-9cce-da1db9fd25a8 · outbound

This paper cites PyTorch Reinforcement Learning (DQN) Tutorial,.

Deep Reinforcement Learning-based Cell DTX/DRX Configuration for Network Energy Saving PyTorch Reinforcement Learning (DQN) Tutorial,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:00.494733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b2bc5e51-d066-47bc-9b99-2c41af2375fe · outbound

This paper cites Adam: A Method for Stochastic Optimization,.

Deep Reinforcement Learning-based Cell DTX/DRX Configuration for Network Energy Saving Adam: A Method for Stochastic Optimization,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:00.303332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9e772f47-2750-4644-9bdd-3e1ceacf8d7b · outbound

This paper cites Study on Licensed-Assisted Access to Unlicensed Spectrum,.

Deep Reinforcement Learning-based Cell DTX/DRX Configuration for Network Energy Saving Study on Licensed-Assisted Access to Unlicensed Spectrum,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:00.131094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4926fe72-a830-4d6a-9ba5-39a67ded15ff · outbound

This paper cites Gymnasium Documentation,.

Deep Reinforcement Learning-based Cell DTX/DRX Configuration for Network Energy Saving Gymnasium Documentation,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:53:59.893670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7f52e35a-8937-4af8-94f0-9629c1511564 · outbound

This paper cites Graph Reinforcement Learning for QoS-Aware Load Balancing in Open Radio Access Networks.

Deep Reinforcement Learning-based Cell DTX/DRX Configuration for Network Energy Saving Graph Reinforcement Learning for QoS-Aware Load Balancing in Open Radio Access Networks

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-08-06T12:53:59.653864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

No inbound Pith citation observations are available.