Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-28T04:46:52.944704Z
Paper Citation Record · LEDGER
As of 4 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 0 inbound Pith citation observations for arXiv:2606.04840.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-28T04:46:52.944704Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-03T06:30:56.289259+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
42 of 42 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation ce486f98-0eda-4fea-9f84-1a361e1bb182 · outbound
Reinforcement Learning-Enabled Agent for Transmitter Optimization in Digital-Analog Radio-over-Fiber Fronthaul 6G Drivers and Vision,
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ee8b853d-66b2-4d74-ad84-2c4c7b10799f · outbound
Reinforcement Learning-Enabled Agent for Transmitter Optimization in Digital-Analog Radio-over-Fiber Fronthaul Exploring the key technologies and applications of 6G wireless communication network
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 64c4d23f-abd3-470a-9b5d-6093db7bd023 · outbound
Reinforcement Learning-Enabled Agent for Transmitter Optimization in Digital-Analog Radio-over-Fiber Fronthaul 6G Wireless Networks: Vision, Requirements, Architecture, and Key Technologies,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation db587f65-a3d8-4d29-8871-cb74e08cc438 · outbound
Reinforcement Learning-Enabled Agent for Transmitter Optimization in Digital-Analog Radio-over-Fiber Fronthaul Spectral Efficiency Comparison Between Analog and Digital RoF for Mobile Fronthaul Transmission Link,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 382becc5-87f3-4514-af8a-70293574b636 · outbound
Reinforcement Learning-Enabled Agent for Transmitter Optimization in Digital-Analog Radio-over-Fiber Fronthaul Analog vs Digital Radio-Over-Fiber: A Spectral Efficiency Debate From the SNR Perspective,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 7920046e-e44b-42a9-8e4d-fb6d7d670260 · outbound
Reinforcement Learning-Enabled Agent for Transmitter Optimization in Digital-Analog Radio-over-Fiber Fronthaul Things You Should Know About Fronthaul,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 55811ce9-12cd-43ff-abb0-17dcddf2bbcb · outbound
Reinforcement Learning-Enabled Agent for Transmitter Optimization in Digital-Analog Radio-over-Fiber Fronthaul CPRI Specification V7 0: Interface Specification,
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6f1b88fd-dfec-47f4-bdb3-c35f3379ffbb · outbound
Reinforcement Learning-Enabled Agent for Transmitter Optimization in Digital-Analog Radio-over-Fiber Fronthaul eCPRI Specification V2 0,
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9657be3e-1d15-4bda-8f12-7fa5b67c5dbe · outbound
Reinforcement Learning-Enabled Agent for Transmitter Optimization in Digital-Analog Radio-over-Fiber Fronthaul Available: https://www.cpri.info/downloads/eCPRI_v_2.0_2019_05_10c
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7a204547-9579-4e67-8478-acf22d0b7361 · outbound
Reinforcement Learning-Enabled Agent for Transmitter Optimization in Digital-Analog Radio-over-Fiber Fronthaul Efficient Mobile Fronthaul via DSP-Based Channel Aggregation,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 2cf022a8-d553-469a-8c65-0882bf262489 · outbound
Reinforcement Learning-Enabled Agent for Transmitter Optimization in Digital-Analog Radio-over-Fiber Fronthaul 314-Tbit/s (576 × 380.16-MHz 5G NR OFDM Signals) SDM/WDM/SCM-Based IF-over-Fiber Transmission for Analog Mobile Fronthaul,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 265cd934-33fd-4237-9f1a-2d282142f8b8 · outbound
Reinforcement Learning-Enabled Agent for Transmitter Optimization in Digital-Analog Radio-over-Fiber Fronthaul 10 51-Tbit/s IF-over-Fibre Mobile Fronthaul Link Using SDM/WDM/SCM for Accommodating Ultra High-Density Antennas in Beyond-5G Mobile Communication Systems,
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3066d80e-9a83-4a06-afdb-594f61dac188 · outbound
Reinforcement Learning-Enabled Agent for Transmitter Optimization in Digital-Analog Radio-over-Fiber Fronthaul 1 032-Tb/s CPRI-Equivalent Rate IF-Over- Fiber Transmission Using a Parallel IM/PM Transmitter for High-Capacity Mobile Fronthaul Links,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation f881acb3-7f0c-45a3-be30-751a909bdb9d · outbound
Reinforcement Learning-Enabled Agent for Transmitter Optimization in Digital-Analog Radio-over-Fiber Fronthaul 1 53-Tbps CPRI-Equivalent Data Rate Transmission with Kramers-Kronig Receiver for Mobile Fronthaul Links,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation c33fa844-1bc2-4b6e-9690-68a3910bb04a · outbound
Reinforcement Learning-Enabled Agent for Transmitter Optimization in Digital-Analog Radio-over-Fiber Fronthaul 5G; NR; Base Station (BS) radio transmission and reception,
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b0a58939-1b3d-48af-baf5-842f1a0d6055 · outbound
Reinforcement Learning-Enabled Agent for Transmitter Optimization in Digital-Analog Radio-over-Fiber Fronthaul 300 GHz OFDM electronic terahertz wireless transmission based on PS and DFT-S,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation db754458-94e7-4ddb-8ce7-ca41c0e11f9f · outbound
Reinforcement Learning-Enabled Agent for Transmitter Optimization in Digital-Analog Radio-over-Fiber Fronthaul Enabling Optical Network Technologies for 5G and Beyond,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 6be0079d-0ade-4893-8d1e-a3131f9e3b12 · outbound
Reinforcement Learning-Enabled Agent for Transmitter Optimization in Digital-Analog Radio-over-Fiber Fronthaul Hybrid Digital-Analog Radio-over-Fiber (DA-RoF) Modulation and Demodulation Achieving a SNR Gain over Analog RoF of >10 dB at Halved Spectral Efficiency,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 1b3c1354-eec7-4602-aa79-5f8bd36fff6a · outbound
Reinforcement Learning-Enabled Agent for Transmitter Optimization in Digital-Analog Radio-over-Fiber Fronthaul Cascaded digital–analog radio-over-fiber for efficient SNR scaling at >10 dB per extra bandwidth,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 88944b0e-611d-4796-9f04-ae82b8e1b8c4 · outbound
Reinforcement Learning-Enabled Agent for Transmitter Optimization in Digital-Analog Radio-over-Fiber Fronthaul 1.92-Tb/s CPRI-Equivalent Rate Direct Detection Transmission based on ANN Pre- Equalization for Digital-Analog Radio-over-Fiber Mobile Fronthaul,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 31ae98c4-5ec7-4006-970c-1ae7a6dc4c31 · outbound
Reinforcement Learning-Enabled Agent for Transmitter Optimization in Digital-Analog Radio-over-Fiber Fronthaul Sensitivity-Improved and Dispersion- Tolerant Lite-Coherent Hybrid Receiver for Digital-Analog Radio-over-Fiber Mobile Fronthaul,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 4cff43f3-e6bd-450b-a0b3-498d17871608 · outbound
Reinforcement Learning-Enabled Agent for Transmitter Optimization in Digital-Analog Radio-over-Fiber Fronthaul Cloned-Comb Enabled Communication & Clock Distribution Integrated Fronthaul Architecture,
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c45fc53b-8743-487e-9385-3c3b6baf8082 · outbound
Reinforcement Learning-Enabled Agent for Transmitter Optimization in Digital-Analog Radio-over-Fiber Fronthaul 1λ 10 5Tb/s CPRI-Equivalent Rate 1024-QAM Transmission via Self-Homodyne Digital-Analog Radio-over-Fiber Architecture
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5381ed08-e879-47ef-a3b8-771d4f292221 · outbound
Reinforcement Learning-Enabled Agent for Transmitter Optimization in Digital-Analog Radio-over-Fiber Fronthaul High-fidelity digital–analog hybrid RoF fronthaul link enabled by nonlinear radio signal shaping,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation aeb04220-0598-4a47-af99-da11801cb839 · outbound
Reinforcement Learning-Enabled Agent for Transmitter Optimization in Digital-Analog Radio-over-Fiber Fronthaul Broadband Coaxial S -Parameter Measurements for Cryogenic Quantum Technologies
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation ee766a3f-fee2-4ea1-9514-8f8fa3d86709 · outbound
Reinforcement Learning-Enabled Agent for Transmitter Optimization in Digital-Analog Radio-over-Fiber Fronthaul End-to-End Learning for OFDM: From Neural Receivers to Pilotless Communication,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 5e040447-e926-411e-9331-4df866cd6655 · outbound
Reinforcement Learning-Enabled Agent for Transmitter Optimization in Digital-Analog Radio-over-Fiber Fronthaul End-to-end learning of communications systems without a channel model,
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 21dc33b1-6efb-4553-87be-9de6875f2c98 · outbound
Reinforcement Learning-Enabled Agent for Transmitter Optimization in Digital-Analog Radio-over-Fiber Fronthaul Intelligent End-to-End Nonlinear Constellation Auto-Optimization in W-band Fiber-MMW Integrated Transmission for 6G Access,
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f65fadb6-22a5-42df-bdcb-23be6b6c2fdd · outbound
Reinforcement Learning-Enabled Agent for Transmitter Optimization in Digital-Analog Radio-over-Fiber Fronthaul Model-Driven Deep-Learning for End- to-End Optimization in Fiber-Terahertz Communication Systems
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 04e05089-92bd-4700-bd73-e8d7f550d361 · outbound
Reinforcement Learning-Enabled Agent for Transmitter Optimization in Digital-Analog Radio-over-Fiber Fronthaul Model-Free End-to-End Deep Learning of Joint Geometric and Probabilistic Shaping for Optical Fiber Communication in IM/DD System
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1fa42330-1a93-4825-bfd5-168e6b61bcd4 · outbound
Reinforcement Learning-Enabled Agent for Transmitter Optimization in Digital-Analog Radio-over-Fiber Fronthaul Neural Architecture Search with Reinforcement Learning
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 8da83842-72a5-46d8-83e8-00662914e9a6 · outbound
Reinforcement Learning-Enabled Agent for Transmitter Optimization in Digital-Analog Radio-over-Fiber Fronthaul Learning Dexterous In-Hand Manipulation
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 38e7ec1c-c618-4ac4-8ed3-a74c930faa87 · outbound
Reinforcement Learning-Enabled Agent for Transmitter Optimization in Digital-Analog Radio-over-Fiber Fronthaul Reinforcement Learning: An Introduction,
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b3138361-f4b4-4dba-a5dc-93249eef33f4 · outbound
Reinforcement Learning-Enabled Agent for Transmitter Optimization in Digital-Analog Radio-over-Fiber Fronthaul Over-the-fiber Digital Predistortion Using Reinforcement Learning,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation c9754a21-552d-43a1-b48f-4eef904f98a1 · outbound
Reinforcement Learning-Enabled Agent for Transmitter Optimization in Digital-Analog Radio-over-Fiber Fronthaul Reinforcement learning-based complex-valued space-time MIMO 2D-LSTM nonlinear equalizer for photonics-assisted THz indoor optical wireless access networks,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation d695c2ca-041d-4372-8392-f5a7a24bfd9e · outbound
Reinforcement Learning-Enabled Agent for Transmitter Optimization in Digital-Analog Radio-over-Fiber Fronthaul Optimization of Delta-Sigma Modulator Based on Reinforcement Learning for Mobile Fronthaul,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 6baf84bd-7f2b-4ab7-9fb6-c4974de0cbc1 · outbound
Reinforcement Learning-Enabled Agent for Transmitter Optimization in Digital-Analog Radio-over-Fiber Fronthaul Deep Reinforcement Learning Based Joint Allocation Scheme in a TWDM-PON-Based mMIMO Fronthaul Network,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 022e3c45-3695-4142-9b6c-44649038060e · outbound
Reinforcement Learning-Enabled Agent for Transmitter Optimization in Digital-Analog Radio-over-Fiber Fronthaul Coherent digital-analog radio-over- fiber (DA-RoF) system with a CPRI-equivalent data rate beyond 1 Tb/s for fronthaul,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 51b8953b-c90f-46d4-913f-e077c9fb06d4 · outbound
Reinforcement Learning-Enabled Agent for Transmitter Optimization in Digital-Analog Radio-over-Fiber Fronthaul Power Amplifier Modeling Framework for Front-End-Aware Next- Generation Wireless Networks,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation dda82d7a-7c77-4645-ba51-37015c970b93 · outbound
Reinforcement Learning-Enabled Agent for Transmitter Optimization in Digital-Analog Radio-over-Fiber Fronthaul Unresolved cited work
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 99d0946c-4a1f-40cc-972b-c9026b8ce49e · outbound
Reinforcement Learning-Enabled Agent for Transmitter Optimization in Digital-Analog Radio-over-Fiber Fronthaul 5G; NR; Base Station (BS) conformance testing; Part 1: Conducted conformance testing,
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 16fdf753-be63-4c0a-9e56-e205c4709e3b · outbound
Reinforcement Learning-Enabled Agent for Transmitter Optimization in Digital-Analog Radio-over-Fiber Fronthaul 1 02Tb/s CPRI- Equivalent Rate Direct Detection Transmission Supporting 1024-QAM Using IQ Interleaved Digital-Analog Radio-over- Fiber for Mobile Fronthaul,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
No inbound Pith citation observations are available.