Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T21:44:23.405261Z
Paper Citation Record · LEDGER
As of 21 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 0 inbound Pith citation observations for arXiv:2608.12865.
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 2026-08-15T21:44:23.405261Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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
50 of 50 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 373e4e24-a046-44b7-b641-4d21c41037de · outbound
Digital Twin Satellite Networks: A Paradigm for Intelligent, Efficient, and Resilient Operations Five Disruptive Technologies in 6G to Support Digital Twin Networks,
Reference 1
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.
Observation fbfe545f-897a-4305-8eb1-7e0edc642427 · outbound
Digital Twin Satellite Networks: A Paradigm for Intelligent, Efficient, and Resilient Operations Digital Twin for 6G: Taxonomy, Research Challenges, and the Road Ahead,
Reference 2
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.
Observation ed91ce17-71b3-45a9-addf-636c35d731cc · outbound
Digital Twin Satellite Networks: A Paradigm for Intelligent, Efficient, and Resilient Operations Network Digital Twin Toward Networking, Telecommunications, and Traffic Engineering: A Survey,
Reference 3
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.
Observation dec2e7e8-0ac5-4697-92b1-9305c5426227 · outbound
Digital Twin Satellite Networks: A Paradigm for Intelligent, Efficient, and Resilient Operations Digital Twin Online Channel Modeling: Challenges,Principles, and Applications
Reference 4
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.
Observation bade5222-fe11-4e0b-80d9-ecbab30a026e · outbound
Digital Twin Satellite Networks: A Paradigm for Intelligent, Efficient, and Resilient Operations A Survey on Digital Twin for Industrial Internet of Things: Applications, Technologies and Tools,
Reference 5
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.
Observation d08ac8bc-9557-4daf-88e3-a2ac252af9a9 · outbound
Digital Twin Satellite Networks: A Paradigm for Intelligent, Efficient, and Resilient Operations Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems
Reference 6
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.
Observation 27a8688b-7af9-4404-a093-1d062c367b6c · outbound
Digital Twin Satellite Networks: A Paradigm for Intelligent, Efficient, and Resilient Operations A Predictive and Preventive Digital Twin Framework for Indoor Wireless Networks,
Reference 7
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.
Observation e5e78d36-03da-4ba2-bbca-bf66e98de4b4 · outbound
Digital Twin Satellite Networks: A Paradigm for Intelligent, Efficient, and Resilient Operations Artificial intelligence in digital twins—A systematic literature review,
Reference 8
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.
Observation fc25847c-6d87-494b-b033-cb95279e467f · outbound
Digital Twin Satellite Networks: A Paradigm for Intelligent, Efficient, and Resilient Operations A Systematic Network Traffic Emulation Framework for Digital Twin Network,
Reference 9
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.
Observation a621378b-8355-4745-8563-c19a033eac55 · outbound
Digital Twin Satellite Networks: A Paradigm for Intelligent, Efficient, and Resilient Operations Research on multidimensional models based on digital twin networks,
Reference 10
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.
Observation 66f56205-83b3-4bc4-bc93-3251d6577c32 · outbound
Digital Twin Satellite Networks: A Paradigm for Intelligent, Efficient, and Resilient Operations A Hierarchical Digital Twin Network for Satellite Communication Networks,
Reference 11
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.
Observation cccb23ee-bd8d-44a5-9709-29b0df775219 · outbound
Digital Twin Satellite Networks: A Paradigm for Intelligent, Efficient, and Resilient Operations A knowledge graph based construction method for Digital Twin Network,
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9336f0b3-3b76-4797-b53e-948db9f25a33 · outbound
Digital Twin Satellite Networks: A Paradigm for Intelligent, Efficient, and Resilient Operations Data-Driven Routing: A Typical Application of Digital Twin Network,
Reference 13
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.
Observation 5f38a300-acfb-4533-8771-0ebc653bfa10 · outbound
Digital Twin Satellite Networks: A Paradigm for Intelligent, Efficient, and Resilient Operations The Data Domain Construction of Digital Twin Network,
Reference 14
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.
Observation 5367b6f2-7977-40ff-ac40-74c8b5b90627 · outbound
Digital Twin Satellite Networks: A Paradigm for Intelligent, Efficient, and Resilient Operations Elastic Digital Twin Network Modeling fulfilling Twining Dynamic in Network Life Cycle,
Reference 15
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.
Observation 2d54551a-4ca4-40c5-b389-191113f99a14 · outbound
Digital Twin Satellite Networks: A Paradigm for Intelligent, Efficient, and Resilient Operations Machine Learning-Aided Real-Time Optimized Multibeam for 6G Integrated Satellite-Terrestrial Networks: Global Coverage for Mobile Services,
Reference 16
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.
Observation 7f110dc2-554b-4bbe-9242-a80eb4a87ce7 · outbound
Digital Twin Satellite Networks: A Paradigm for Intelligent, Efficient, and Resilient Operations Plotinus: A Satellite Internet Digital Twin System
Reference 17
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.
Observation 59b75c9e-aaa0-4ecd-9e7a-2c427783c13a · outbound
Digital Twin Satellite Networks: A Paradigm for Intelligent, Efficient, and Resilient Operations Digital Twin Satellite Networks Toward 6G: Motivations, Challenges, and Future Perspectives,
Reference 18
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.
Observation f6944305-6cad-4670-a1fe-d31e3191af2b · outbound
Digital Twin Satellite Networks: A Paradigm for Intelligent, Efficient, and Resilient Operations Space Digital Twin for Secure Satellite Internet: Vulnerabilities, Methodologies, and Future Directions,
Reference 19
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.
Observation 848c29b6-2a6a-4aad-8304-2f978fc9074a · outbound
Digital Twin Satellite Networks: A Paradigm for Intelligent, Efficient, and Resilient Operations A Dijkstra-based routing algorithm in Software-Defined Satellite Networks,
Reference 20
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.
Observation 8b1f9afe-1d93-4beb-9530-6c90045d40a7 · outbound
Digital Twin Satellite Networks: A Paradigm for Intelligent, Efficient, and Resilient Operations Deep Reinforcement Learning- Based Routing Optimization for Software-Defined Satellite Networks,
Reference 21
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.
Observation ae84e5c0-de37-45eb-ae92-a5b402c6f7d1 · outbound
Digital Twin Satellite Networks: A Paradigm for Intelligent, Efficient, and Resilient Operations Iris: Toward Intelligent Reliable Routing for Software-Defined Satellite Networks,
Reference 22
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.
Observation 9f4fa670-a9c3-4327-963b-58fabbc5ed03 · outbound
Digital Twin Satellite Networks: A Paradigm for Intelligent, Efficient, and Resilient Operations Reinforcement Learning Based Intelligent Routing for Software Defined LEO Satellite Networks,
Reference 23
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.
Observation 2b151580-ddf3-4e3e-9fee-cb049516456c · outbound
Digital Twin Satellite Networks: A Paradigm for Intelligent, Efficient, and Resilient Operations Hybrid Granular Controller Provisioning in Software Defined Satellite Internet,
Reference 24
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.
Observation 592587a1-87a9-4a1b-b259-d34559da994a · outbound
Digital Twin Satellite Networks: A Paradigm for Intelligent, Efficient, and Resilient Operations Enhanced QoS in LEO Satellite Networks using SDN and P4,
Reference 25
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.
Observation c29d8a51-5d9c-47a1-979e-c8a94020616d · outbound
Digital Twin Satellite Networks: A Paradigm for Intelligent, Efficient, and Resilient Operations Green Satellite Networks Using Segment Routing and Software-Defined Networking,
Reference 26
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.
Observation 5a7ac32e-5f08-4290-a799-fdb9732046ec · outbound
Digital Twin Satellite Networks: A Paradigm for Intelligent, Efficient, and Resilient Operations Demonstration of 5G NTN Solution based on O-RAN Architecture,
Reference 27
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.
Observation d7ebbef2-6ff8-4c63-abc7-009af8a804f6 · outbound
Digital Twin Satellite Networks: A Paradigm for Intelligent, Efficient, and Resilient Operations O 2 -RAN: Orbital Open RAN for Non-Terrestrial Networks and Space-Based Edge Computing,
Reference 28
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.
Observation debf02d4-980b-4da3-9ef6-3e138200d2aa · outbound
Digital Twin Satellite Networks: A Paradigm for Intelligent, Efficient, and Resilient Operations 3D O-RAN Architecture toward Future NTNs,
Reference 29
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.
Observation d64b85a3-8c92-4d38-ae9a-bf706c042a67 · outbound
Digital Twin Satellite Networks: A Paradigm for Intelligent, Efficient, and Resilient Operations Space-O-RAN: Enabling Intelligent, Open, and Interoperable Non-Terrestrial Networks in 6G,
Reference 30
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.
Observation f149baf8-96c1-4f33-be28-15e5525b6d98 · outbound
Digital Twin Satellite Networks: A Paradigm for Intelligent, Efficient, and Resilient Operations SatAIOps: Revamping the Full Life-Cycle Satellite Network Operations,
Reference 31
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.
Observation 113b3133-34f9-4bae-a567-958746b432da · outbound
Digital Twin Satellite Networks: A Paradigm for Intelligent, Efficient, and Resilient Operations A Survey on System Configurations of Integrated Sensing and Communication (ISAC) Systems,
Reference 32
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.
Observation 579be0f8-cfb5-4942-bd1b-af9ced26335c · outbound
Digital Twin Satellite Networks: A Paradigm for Intelligent, Efficient, and Resilient Operations Learning-Based Sensing Mode Selection for ISAC in Intelligent Transportation Systems,
Reference 33
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.
Observation e3cbb044-9de4-4773-90b7-ccb442185a9f · outbound
Digital Twin Satellite Networks: A Paradigm for Intelligent, Efficient, and Resilient Operations Optical Satellite Links for telecommunications and time-transfer,
Reference 34
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.
Observation 08d4f627-a7bc-4dee-8dbe-baf4a6cff0c1 · outbound
Digital Twin Satellite Networks: A Paradigm for Intelligent, Efficient, and Resilient Operations Integrated Sensing and Communication - The ISAC Technology,
Reference 35
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.
Observation 37987ae9-fb6b-4510-bed9-dabd291687db · outbound
Digital Twin Satellite Networks: A Paradigm for Intelligent, Efficient, and Resilient Operations A Survey on Integrated Sensing, Communication, and Computation,
Reference 36
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.
Observation cb228979-4503-4be9-b6b2-d863d2f2f8f0 · outbound
Digital Twin Satellite Networks: A Paradigm for Intelligent, Efficient, and Resilient Operations Autonomous System-Level Fault Diagnosis in Satellites Using Housekeeping Telemetry
Reference 37
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.
Observation 56a6cf0b-cb2f-4641-884d-c78af7a1bf8e · outbound
Digital Twin Satellite Networks: A Paradigm for Intelligent, Efficient, and Resilient Operations Impact of Micro-vibration Disturbances from Satellite Platforms with Rotating mechanism on Space Laser Communication,
Reference 38
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.
Observation 61f4eefe-e0a1-40e1-bec9-547a1d0f2242 · outbound
Digital Twin Satellite Networks: A Paradigm for Intelligent, Efficient, and Resilient Operations Exploring Quantum Sensing Potential for Systems Applications,
Reference 39
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.
Observation 0b0a6887-47d7-497c-8755-0c0d5b2fc422 · outbound
Digital Twin Satellite Networks: A Paradigm for Intelligent, Efficient, and Resilient Operations Quantum Enhanced Sensing Using Gaussian Quantum States,
Reference 40
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.
Observation 7607fd0b-b55e-48c0-ad2a-816f5a6df189 · outbound
Digital Twin Satellite Networks: A Paradigm for Intelligent, Efficient, and Resilient Operations Investigation of the Influence of LEO Constellation Dynamics on Optical Inter-satellite Links,
Reference 41
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.
Observation 7e564912-3da6-465b-bb7d-f50b58f7990f · outbound
Digital Twin Satellite Networks: A Paradigm for Intelligent, Efficient, and Resilient Operations A high-performance 10 mm diameter mems fast steering mirror with integrated piezoresistive angle sensors for laser inter-satellite links,
Reference 42
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.
Observation c4ac57e7-c6eb-4274-817a-5cdf3eb9c095 · outbound
Digital Twin Satellite Networks: A Paradigm for Intelligent, Efficient, and Resilient Operations Integrated sensing and communi- cations: Toward dual-functional wireless networks for 6g and beyond,
Reference 43
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.
Observation e4642fd5-9a78-4629-be81-7bd8355a5cdc · outbound
Digital Twin Satellite Networks: A Paradigm for Intelligent, Efficient, and Resilient Operations Technology roadmap for cold-atoms based quantum inertial sensor in space,
Reference 44
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.
Observation d457b090-9b9b-41dd-b45e-8b57d76111b7 · outbound
Digital Twin Satellite Networks: A Paradigm for Intelligent, Efficient, and Resilient Operations Outage capacity optimization for free-space optical links with pointing errors,
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 86693ec9-d2d7-4029-8fc2-17249491feed · outbound
Digital Twin Satellite Networks: A Paradigm for Intelligent, Efficient, and Resilient Operations Optical communication in space: Chal- lenges and mitigation techniques,
Reference 46
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.
Observation 413423d8-efb6-4011-99a5-04f55b1a726b · outbound
Digital Twin Satellite Networks: A Paradigm for Intelligent, Efficient, and Resilient Operations Adaptive network management service based on control relation graph for software-defined leo satellite networks in 6g,
Reference 47
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.
Observation 4fe2af36-2ca9-4a3b-be2b-8941ebe1bde1 · outbound
Digital Twin Satellite Networks: A Paradigm for Intelligent, Efficient, and Resilient Operations Research on satellite qos routing algorithm based on digital twin,
Reference 48
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.
Observation 0ef55932-a14e-43e9-b39a-5d3cff61111c · outbound
Digital Twin Satellite Networks: A Paradigm for Intelligent, Efficient, and Resilient Operations Unresolved cited work
Reference 49
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.
Observation 09e58af0-ab86-4f87-a893-5a210274ff4f · outbound
Digital Twin Satellite Networks: A Paradigm for Intelligent, Efficient, and Resilient Operations Unresolved cited work
Reference 50
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.
No inbound Pith citation observations are available.