Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-03T23:28:03.554246Z
Paper Citation Record · LEDGER
As of 9 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 1 inbound Pith citation observation for arXiv:2511.05972.
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 2026-08-03T23:28:03.554246Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-02T23:33:08.050365Z
A source-named dated measurement, never combined with another source.
Source: cited_works
51 of 51 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation ea6f8986-0d25-4258-82eb-c7bd7b9c40e8 · outbound
DWM-RO: Decentralized World Models with Reasoning Offloading for SWIPT-enabled Satellite-Terrestrial HetNets Revolutionizing 6G: Experimental validation of an optical integrated communication, sensing, and power transfer system,
Reference 1
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Unavailable: canonical work link unavailable.
Observation 8b197853-2a97-46d1-aec2-8b463a33422d · outbound
DWM-RO: Decentralized World Models with Reasoning Offloading for SWIPT-enabled Satellite-Terrestrial HetNets 6G cellular networks: Mapping the landscape for the IMT-2030 framework,
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 383012d4-0bbf-4a2a-b1e6-5d9988d3e054 · outbound
DWM-RO: Decentralized World Models with Reasoning Offloading for SWIPT-enabled Satellite-Terrestrial HetNets 6G wireless systems: Vision, requirements, challenges, insights, and opportunities,
Reference 3
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Unavailable: canonical work link unavailable.
Observation 098271a3-b0ef-4eaf-b3cb-299d2db412a6 · outbound
DWM-RO: Decentralized World Models with Reasoning Offloading for SWIPT-enabled Satellite-Terrestrial HetNets Joint coordinated beamforming and power splitting ratio optimization in MU-MISO SWIPT-enabled hetnets: A multi- agent DDQN-based approach,
Reference 4
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Unavailable: canonical work link unavailable.
Observation 2b8657b3-c747-414d-8abc-5183c3cf139d · outbound
DWM-RO: Decentralized World Models with Reasoning Offloading for SWIPT-enabled Satellite-Terrestrial HetNets Wireless power transfer for future networks: Signal processing, machine learning, computing, and sensing,
Reference 5
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Unavailable: canonical work link unavailable.
Observation ef258ce7-4fdf-47c0-a3c7-8e674a960247 · outbound
DWM-RO: Decentralized World Models with Reasoning Offloading for SWIPT-enabled Satellite-Terrestrial HetNets Performance analysis and optimization for swipt wireless sensor networks,
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 232079b7-8203-4746-94bd-aa4f7a610734 · outbound
DWM-RO: Decentralized World Models with Reasoning Offloading for SWIPT-enabled Satellite-Terrestrial HetNets Space simultaneous information and power transfer: An enhanced technology for miniaturized satellite systems,
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation afb5ba76-f2e0-44e0-96bb-64f123fa50ed · outbound
DWM-RO: Decentralized World Models with Reasoning Offloading for SWIPT-enabled Satellite-Terrestrial HetNets Energy efficiency maximization in ris-assisted swipt networks with rsma: A ppo-based approach,
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 89662152-95dd-437d-8830-ee9f70047c39 · outbound
DWM-RO: Decentralized World Models with Reasoning Offloading for SWIPT-enabled Satellite-Terrestrial HetNets On secrecy performance of miso swipt systems with tas and imperfect csi,
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a6264952-32db-4cd4-8c99-c56b3577f079 · outbound
DWM-RO: Decentralized World Models with Reasoning Offloading for SWIPT-enabled Satellite-Terrestrial HetNets Fundamentals of wireless information and power transfer: From rf energy harvester models to signal and system designs,
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6093a855-8ad2-4dc9-a887-4331a658fac9 · outbound
DWM-RO: Decentralized World Models with Reasoning Offloading for SWIPT-enabled Satellite-Terrestrial HetNets Secrecy analysis for noma-based multi-antenna satellite- uav-terrestrial swipt systems,
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fb31db8a-85d8-4274-aa6d-07d194c4b0a7 · outbound
DWM-RO: Decentralized World Models with Reasoning Offloading for SWIPT-enabled Satellite-Terrestrial HetNets Robust beamforming for secure com- munication in systems with wireless information and power transfer,
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0332ea48-87a1-4de9-951f-852b983d1e71 · outbound
DWM-RO: Decentralized World Models with Reasoning Offloading for SWIPT-enabled Satellite-Terrestrial HetNets A survey of recent advances in optimization methods for wireless communications,
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 22a59819-ede1-4951-8418-554aa4433595 · outbound
DWM-RO: Decentralized World Models with Reasoning Offloading for SWIPT-enabled Satellite-Terrestrial HetNets ComAI: The convergence of communication and artificial intelligence,
Reference 14
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Unavailable: canonical work link unavailable.
Observation be96d831-4a3d-4104-ae7a-b540d62b67ee · outbound
DWM-RO: Decentralized World Models with Reasoning Offloading for SWIPT-enabled Satellite-Terrestrial HetNets Single and multi-agent deep reinforcement learning for ai-enabled wireless networks: A tutorial,
Reference 15
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Unavailable: canonical work link unavailable.
Observation eb8c3316-fffe-42ee-8c55-0714d0806a90 · outbound
DWM-RO: Decentralized World Models with Reasoning Offloading for SWIPT-enabled Satellite-Terrestrial HetNets Multi-agent deep reinforcement learning for dynamic power allocation in wireless networks,
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 52e514e9-7d97-4286-8829-f2aa554d03ee · outbound
DWM-RO: Decentralized World Models with Reasoning Offloading for SWIPT-enabled Satellite-Terrestrial HetNets A multi-agent proximal policy opti- mized joint mechanism in mmwave hetnets with comp toward energy efficiency maximization,
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2f27572e-d655-4870-bb7d-7e23a76a884c · outbound
DWM-RO: Decentralized World Models with Reasoning Offloading for SWIPT-enabled Satellite-Terrestrial HetNets Maddpg-m&l: Uav-assisted joint user association and slicing resource allocation in hetnets,
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ba9d2ba4-864f-4c36-93f5-a5b38ce43406 · outbound
DWM-RO: Decentralized World Models with Reasoning Offloading for SWIPT-enabled Satellite-Terrestrial HetNets Cooperative UA V resource allocation and task offloading in hierarchical aerial computing systems: A MAPPO-based approach,
Reference 19
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Unavailable: canonical work link unavailable.
Observation ac069df0-ce80-4b42-b2be-09ac20de4408 · outbound
DWM-RO: Decentralized World Models with Reasoning Offloading for SWIPT-enabled Satellite-Terrestrial HetNets MABL: Bi-level latent-variable world model for sample-efficient multi-agent reinforcement learning,
Reference 20
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Unavailable: canonical work link unavailable.
Observation ce949414-c9d3-47ed-940a-c1d7e9c72431 · outbound
DWM-RO: Decentralized World Models with Reasoning Offloading for SWIPT-enabled Satellite-Terrestrial HetNets Efficient multi-agent reinforcement learning by planning,
Reference 21
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Unavailable: canonical work link unavailable.
Observation 76db12c1-d9c5-4eb5-b083-7c89646dd9f3 · outbound
DWM-RO: Decentralized World Models with Reasoning Offloading for SWIPT-enabled Satellite-Terrestrial HetNets Decentralized Collective World Model for Emergent Communication and Coordination
Reference 22
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Unavailable: canonical work link unavailable.
Observation db090a54-2b10-47c6-b0b7-623693263e2c · outbound
DWM-RO: Decentralized World Models with Reasoning Offloading for SWIPT-enabled Satellite-Terrestrial HetNets Dream to Control: Learning Behaviors by Latent Imagination
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5cdc4d2a-fda4-462e-9fa3-8b863338b2c1 · outbound
DWM-RO: Decentralized World Models with Reasoning Offloading for SWIPT-enabled Satellite-Terrestrial HetNets Mastering Diverse Domains through World Models
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f583f818-9f81-42fb-8d7f-c6fa8bdd19cb · outbound
DWM-RO: Decentralized World Models with Reasoning Offloading for SWIPT-enabled Satellite-Terrestrial HetNets Mastering diverse control tasks through world models,
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5750ee6f-4415-4e0e-bd1a-aec340f8f1c4 · outbound
DWM-RO: Decentralized World Models with Reasoning Offloading for SWIPT-enabled Satellite-Terrestrial HetNets Energy efficient resource management in swipt enabled heterogeneous networks with noma,
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f38a0b83-02e0-449b-8bad-44a39388d2de · outbound
DWM-RO: Decentralized World Models with Reasoning Offloading for SWIPT-enabled Satellite-Terrestrial HetNets Robust resource allocation and power splitting in swipt enabled heterogeneous networks: A robust minimax approach,
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 55ad75a9-dd13-4a29-a8d2-a0f1a4f67525 · outbound
DWM-RO: Decentralized World Models with Reasoning Offloading for SWIPT-enabled Satellite-Terrestrial HetNets Performance analysis of overlay spectrum sharing in hybrid satellite-terrestrial systems with secondary network selection,
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 59f7dabf-7b76-4b49-b1ac-1e2fe03b8f0f · outbound
DWM-RO: Decentralized World Models with Reasoning Offloading for SWIPT-enabled Satellite-Terrestrial HetNets Robust beamforming for irs-aided swipt in cogni- tive satellite and terrestrial networks,
Reference 29
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Unavailable: canonical work link unavailable.
Observation 842feb73-f0ef-4ba1-9002-86801bc18d92 · outbound
DWM-RO: Decentralized World Models with Reasoning Offloading for SWIPT-enabled Satellite-Terrestrial HetNets World Models
Reference 30
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Unavailable: canonical work link unavailable.
Observation 5d1231e1-9a3b-4bb9-9fed-66ed2141f1a4 · outbound
DWM-RO: Decentralized World Models with Reasoning Offloading for SWIPT-enabled Satellite-Terrestrial HetNets World Model-Based Learning for Long-Term Age of Information Minimization in Vehicular Networks
Reference 31
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Unavailable: canonical work link unavailable.
Observation e5e14ff9-de2e-4824-bb5d-608f375abc2a · outbound
DWM-RO: Decentralized World Models with Reasoning Offloading for SWIPT-enabled Satellite-Terrestrial HetNets MobiWorld: World Models for Mobile Wireless Network
Reference 32
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Unavailable: canonical work link unavailable.
Observation b4b1210f-6cba-406e-a458-86b063bf7cf9 · outbound
DWM-RO: Decentralized World Models with Reasoning Offloading for SWIPT-enabled Satellite-Terrestrial HetNets World Models for Cognitive Agents: Transforming Edge Intelligence in Future Networks
Reference 33
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Unavailable: canonical work link unavailable.
Observation b58dab3e-e7f3-419b-a637-502bb41c3f64 · outbound
DWM-RO: Decentralized World Models with Reasoning Offloading for SWIPT-enabled Satellite-Terrestrial HetNets Secure transmission in cognitive satellite terrestrial networks,
Reference 34
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Unavailable: canonical work link unavailable.
Observation 8f651fd8-46b5-4ea4-9fab-3e9137d709a4 · outbound
DWM-RO: Decentralized World Models with Reasoning Offloading for SWIPT-enabled Satellite-Terrestrial HetNets Generative ai agents with large language model for satellite networks via a mixture of experts transmission,
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 67551dbb-bcdf-45bb-8325-4dca9f1c8e9e · outbound
DWM-RO: Decentralized World Models with Reasoning Offloading for SWIPT-enabled Satellite-Terrestrial HetNets Aerospace integrated networks innovation for empower- ing 6g: A survey and future challenges,
Reference 36
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Unavailable: canonical work link unavailable.
Observation 341136ea-99f3-4285-9ffb-1621cbd9c686 · outbound
DWM-RO: Decentralized World Models with Reasoning Offloading for SWIPT-enabled Satellite-Terrestrial HetNets Robust chance-constrained secure transmission for cog- nitive satellite–terrestrial networks,
Reference 37
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Unavailable: canonical work link unavailable.
Observation 1298dd73-e338-4e60-b74e-6877341174f3 · outbound
DWM-RO: Decentralized World Models with Reasoning Offloading for SWIPT-enabled Satellite-Terrestrial HetNets On downlink resource al- location for swipt in small cells in a two-tier hetnet,
Reference 38
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Unavailable: canonical work link unavailable.
Observation 0a03fac9-229b-4056-9e0b-d889390dfc03 · outbound
DWM-RO: Decentralized World Models with Reasoning Offloading for SWIPT-enabled Satellite-Terrestrial HetNets Coordinated beamforming with artificial noise for secure swipt under non-linear eh model: Centralized and distributed designs,
Reference 39
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Unavailable: canonical work link unavailable.
Observation 0c01527d-ff60-4056-a498-3dc333db881c · outbound
DWM-RO: Decentralized World Models with Reasoning Offloading for SWIPT-enabled Satellite-Terrestrial HetNets Mimo broadcasting for simultaneous wireless information and power transfer,
Reference 40
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Unavailable: canonical work link unavailable.
Observation b8dfc194-b3e4-4c4f-9f2a-e3476098538c · outbound
DWM-RO: Decentralized World Models with Reasoning Offloading for SWIPT-enabled Satellite-Terrestrial HetNets Star-ris enabled isac systems with rsma: Joint rate split- ting and beamforming optimization,
Reference 41
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Unavailable: canonical work link unavailable.
Observation afc8d198-8a59-4356-bba8-51108afc8a5b · outbound
DWM-RO: Decentralized World Models with Reasoning Offloading for SWIPT-enabled Satellite-Terrestrial HetNets Low earth orbit satellite security and reliability: Issues, solutions, and the road ahead,
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 24dc98b1-5e74-4cad-91c7-8844b6090b59 · outbound
DWM-RO: Decentralized World Models with Reasoning Offloading for SWIPT-enabled Satellite-Terrestrial HetNets Second-order statistical prop- erties of the wss jakes’ fading channel simulator,
Reference 43
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Unavailable: canonical work link unavailable.
Observation 5db8e1ae-7a08-4114-85e3-c9cb1e61d7fa · outbound
DWM-RO: Decentralized World Models with Reasoning Offloading for SWIPT-enabled Satellite-Terrestrial HetNets Fundamentals of recurrent neural network (RNN) and long short-term memory (LSTM) network,
Reference 44
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Unavailable: canonical work link unavailable.
Observation b639ba74-eec4-47df-92eb-e6be4cb17033 · outbound
DWM-RO: Decentralized World Models with Reasoning Offloading for SWIPT-enabled Satellite-Terrestrial HetNets Diffuse and refine latent prior with transformers for neural isp,
Reference 45
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Unavailable: canonical work link unavailable.
Observation d6acecaf-73b3-4049-a24b-73f1c59441fa · outbound
DWM-RO: Decentralized World Models with Reasoning Offloading for SWIPT-enabled Satellite-Terrestrial HetNets Decentralized Transformers with Centralized Aggregation are Sample-Efficient Multi-Agent World Models
Reference 46
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Unavailable: canonical work link unavailable.
Observation 8ef99cd4-8451-4dca-909a-8c6ec71b9d32 · outbound
DWM-RO: Decentralized World Models with Reasoning Offloading for SWIPT-enabled Satellite-Terrestrial HetNets Performance of swipt for full-duplex relay system with co-channel interference,
Reference 47
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Unavailable: canonical work link unavailable.
Observation b7fe1553-3d7e-4b91-86e1-6265e54fae82 · outbound
DWM-RO: Decentralized World Models with Reasoning Offloading for SWIPT-enabled Satellite-Terrestrial HetNets Adam: A Method for Stochastic Optimization
Reference 48
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Unavailable: canonical work link unavailable.
Observation de0a32ed-f2c5-441f-9d5a-7a38befc98ac · outbound
DWM-RO: Decentralized World Models with Reasoning Offloading for SWIPT-enabled Satellite-Terrestrial HetNets Proximal policy optimization with policy feedback,
Reference 49
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Unavailable: canonical work link unavailable.
Observation be206ae9-4355-46c0-be89-254f44de6538 · outbound
DWM-RO: Decentralized World Models with Reasoning Offloading for SWIPT-enabled Satellite-Terrestrial HetNets Soft actor-critic: Off-policy maximum entropy deep reinforcement learning with a stochastic actor,
Reference 50
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Unavailable: canonical work link unavailable.
Observation 2963c4d4-e4d5-40eb-a169-d5c8d4d1e4d8 · outbound
DWM-RO: Decentralized World Models with Reasoning Offloading for SWIPT-enabled Satellite-Terrestrial HetNets A theoretical analysis of deep q-learning,
Reference 51
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Unavailable: canonical work link unavailable.
Observation cd87c3f6-640f-4837-ade3-37e02f9cfb3c · inbound
Compact LLM Deployment and World Model Assisted Offloading in Mobile Edge Computing DWM-RO: Decentralized World Models with Reasoning Offloading for SWIPT-enabled Satellite-Terrestrial HetNets
Reference 36
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Unavailable: canonical work link unavailable.