Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-12T17:47:18.529244Z
Paper Citation Record · LEDGER
As of 14 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 0 inbound Pith citation observations for arXiv:2411.12776.
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 2026-08-12T17:47:18.529244Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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
53 of 53 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 9574a42d-3715-416d-8eb2-615eb1e76e5d · outbound
Cross-Layer Encrypted Semantic Communication Framework for Panoramic Video Transmission The power of data: how traffic demand and data analytics are driving network evolution toward 6G systems,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 23df8536-8ae1-42ea-b831-ef70a8d4aea2 · outbound
Cross-Layer Encrypted Semantic Communication Framework for Panoramic Video Transmission 6G Vision: An Ultra-Flexible Perspective
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 5c03d28d-77c2-4208-950f-0e08d2dd1611 · outbound
Cross-Layer Encrypted Semantic Communication Framework for Panoramic Video Transmission 6G wireless communications: from far-field beam steering to near-field beam focusing,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation fd5e292f-300b-4468-be83-4c7e02145c2b · outbound
Cross-Layer Encrypted Semantic Communication Framework for Panoramic Video Transmission Toward immersive communications in 6G,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 5a411e96-16b0-42c6-a514-56baf06fa452 · outbound
Cross-Layer Encrypted Semantic Communication Framework for Panoramic Video Transmission Toward wisdom-evolutionary and primitive-concise 6G: a new paradigm of semantic communication networks,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation f32670dc-3d48-4b58-afa0-e9cbc9b72abf · outbound
Cross-Layer Encrypted Semantic Communication Framework for Panoramic Video Transmission Communication beyond transmitting bits: semantics-guided dource and channel coding,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation e0eeeb16-6516-4ffd-970d-0e2266ffb57d · outbound
Cross-Layer Encrypted Semantic Communication Framework for Panoramic Video Transmission Semantic communications: overview, open issues, and future research directions,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation e8fcff7e-36db-481d-91f0-741f658eb86f · outbound
Cross-Layer Encrypted Semantic Communication Framework for Panoramic Video Transmission TCP/IP tutorial and technical overview,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 2e1f7d09-969e-4cc5-9c93-9e39aaf2845c · outbound
Cross-Layer Encrypted Semantic Communication Framework for Panoramic Video Transmission Nonlinear transform source-channel coding for semantic communications,
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 992e34e2-df43-44af-9b8e-47ed52012359 · outbound
Cross-Layer Encrypted Semantic Communication Framework for Panoramic Video Transmission Wireless deep video semantic transmission,
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 10c34341-5b30-4b04-932a-6e3dcc93b297 · outbound
Cross-Layer Encrypted Semantic Communication Framework for Panoramic Video Transmission Semantic coding for text transmission: an iterative design,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 8ec005fa-4321-4a1c-837e-a51bc364d854 · outbound
Cross-Layer Encrypted Semantic Communication Framework for Panoramic Video Transmission Semantic communication systems for speech transmission,
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a3de69a8-0f16-46f5-8f8a-a096b0a87332 · outbound
Cross-Layer Encrypted Semantic Communication Framework for Panoramic Video Transmission Semantic communication-enabled wireless adaptive panoramic video transmission,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation e067dff3-8b42-4136-ac9a-166844f2cbc4 · outbound
Cross-Layer Encrypted Semantic Communication Framework for Panoramic Video Transmission Rate Splitting Multiple Access-Enabled Adaptive Panoramic Video Semantic Transmission
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation ae138820-e758-47a1-8ad6-a1a54b8777f6 · outbound
Cross-Layer Encrypted Semantic Communication Framework for Panoramic Video Transmission End-to-end optimized 360° image compression,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 37414249-fa3d-4995-a525-57b38d64f50d · outbound
Cross-Layer Encrypted Semantic Communication Framework for Panoramic Video Transmission Deep Contextual Video Compression
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 6ff1db65-0ee5-4378-95ab-a168b056dd0a · outbound
Cross-Layer Encrypted Semantic Communication Framework for Panoramic Video Transmission Weighted-to-spherically-uniform quality evaluation for omnidirectional video,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 198a01d8-3e91-4784-b629-0966c2eec360 · outbound
Cross-Layer Encrypted Semantic Communication Framework for Panoramic Video Transmission Weighted-to- spherically-uniform SSIM objective quality evaluation for panoramic video,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 53463638-b2bf-490d-a750-d7f1bf3168ba · outbound
Cross-Layer Encrypted Semantic Communication Framework for Panoramic Video Transmission Semantic communi- cations in networked systems: a data significance perspective,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 9779c774-a5bf-43d4-9acc-de7d15bf0e61 · outbound
Cross-Layer Encrypted Semantic Communication Framework for Panoramic Video Transmission Knowledge-enhanced semantic communication system with OFDM transmissions,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 5368ef6c-102a-4c06-982d-017f385b8326 · outbound
Cross-Layer Encrypted Semantic Communication Framework for Panoramic Video Transmission Latent semantic diffusion-based channel adaptive de-noising semcom for future 6g systems,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation ae164b34-cb87-4444-aa53-ad1435fcca7d · outbound
Cross-Layer Encrypted Semantic Communication Framework for Panoramic Video Transmission SemHARQ: Semantic-Aware Hybrid Automatic Repeat Request for Multi-Task Semantic Communications
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 90a5092d-4a0f-4163-b5ee-98761dd58aea · outbound
Cross-Layer Encrypted Semantic Communication Framework for Panoramic Video Transmission Deep source-channel coding for sentence semantic transmission with HARQ,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation d6338a42-13ea-48f7-9190-e1a967406b81 · outbound
Cross-Layer Encrypted Semantic Communication Framework for Panoramic Video Transmission DeepJSCC- Q: Constellation constrained deep joint source-channel coding,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation fd281f64-2a49-4545-92d7-b79c47c64aee · outbound
Cross-Layer Encrypted Semantic Communication Framework for Panoramic Video Transmission Joint coding-modulation for digital semantic communications via variational autoencoder,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 5f806150-2b35-48f0-81d9-642f46b3a870 · outbound
Cross-Layer Encrypted Semantic Communication Framework for Panoramic Video Transmission A survey of cross-layer designs in wireless networks,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 8f53f382-c9d0-40d1-83f2-fc5632f808d7 · outbound
Cross-Layer Encrypted Semantic Communication Framework for Panoramic Video Transmission Cross-layer design proposals for wireless mobile networks: a survey and taxonomy,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation dce8d411-1d23-47ad-b797-1fafead9d72d · outbound
Cross-Layer Encrypted Semantic Communication Framework for Panoramic Video Transmission An adaptive cross-layer de- sign approach for network security management,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 46adf5f8-e915-4314-a4ca-c28053e3d9f5 · outbound
Cross-Layer Encrypted Semantic Communication Framework for Panoramic Video Transmission Improving TCP performance for wireless cellular networks by adaptive FEC combined with explicit loss notification,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation e1fdc7dd-519b-4290-b9c7-4752e8b27ea3 · outbound
Cross-Layer Encrypted Semantic Communication Framework for Panoramic Video Transmission CDMA/HDR: a bandwidth efficient high speed wireless data service for nomadic users,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 73d07db3-621e-480c-a318-0c11d05adb5d · outbound
Cross-Layer Encrypted Semantic Communication Framework for Panoramic Video Transmission A transcoding-enabled 360 VR video caching and delivery framework for edge-enhanced next-generation wireless networks,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation bda2525e-3cd7-4df5-b62c-4f98a3010bd8 · outbound
Cross-Layer Encrypted Semantic Communication Framework for Panoramic Video Transmission Taming the latency in multi-user VR 360°: A QoE-aware deep learning-aided multicast framework,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 7d883b40-d256-4905-a81d-c02294384a50 · outbound
Cross-Layer Encrypted Semantic Communication Framework for Panoramic Video Transmission Reliability enhancement for VR delivery in mobile-edge empowered dual-connectivity sub-6 GHz and mmWave HetNets,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 54b41eb9-66ef-46fc-85b2-bcffcf79be35 · outbound
Cross-Layer Encrypted Semantic Communication Framework for Panoramic Video Transmission Power-efficient wireless streaming of multi-quality tiled 360 VR video in MIMO- OFDMA systems,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 60bcde9e-3e55-47b2-8274-8e2b3a9ba484 · outbound
Cross-Layer Encrypted Semantic Communication Framework for Panoramic Video Transmission NOMA assisted two-tier VR content transmission: a tile-based approach for QoE optimization,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 3ff417f7-602b-43de-ae48-3ae15e2a60d4 · outbound
Cross-Layer Encrypted Semantic Communication Framework for Panoramic Video Transmission DeepWiVe: Deep-learning-aided wireless video transmission,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 30418d5c-bbe4-4d1a-ac30-ae06b601733f · outbound
Cross-Layer Encrypted Semantic Communication Framework for Panoramic Video Transmission Advanced encryption standard (AES) algorithm to encrypt and decrypt data,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 757a108f-5573-4b72-b530-b73d8ba4f886 · outbound
Cross-Layer Encrypted Semantic Communication Framework for Panoramic Video Transmission ChaCha20-Poly1305 authenti- cated encryption for high-speed embedded IoT applications,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 5f128a01-41ce-4922-b2ea-ab48036f8ead · outbound
Cross-Layer Encrypted Semantic Communication Framework for Panoramic Video Transmission Optimization of cyclic redundancy-check codes with 24 and 32 parity bits,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 4e7cb8db-7b4c-4cd3-abca-d80a93cff4d6 · outbound
Cross-Layer Encrypted Semantic Communication Framework for Panoramic Video Transmission A survey on protograph LDPC codes and their applications,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 7a04b3be-f592-45a6-acf0-d561d031ff3a · outbound
Cross-Layer Encrypted Semantic Communication Framework for Panoramic Video Transmission NR; Physical layer proce- dures for data,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 35b49f07-110a-4cf6-be4e-b5a88d850bf7 · outbound
Cross-Layer Encrypted Semantic Communication Framework for Panoramic Video Transmission DeepJSCC-f: deep joint source-channel coding of images with feedback,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation d73908a2-9107-4f48-af3d-ef7cba7a2832 · outbound
Cross-Layer Encrypted Semantic Communication Framework for Panoramic Video Transmission Wireless multiplayer interactive virtual reality game systems with edge computing: modeling and optimization,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation f7e79a07-f548-4819-b3cd-7d3f857c4c3b · outbound
Cross-Layer Encrypted Semantic Communication Framework for Panoramic Video Transmission Informed dynamic scheduling for belief-propagation decoding of LDPC codes,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 0873f4e6-e5c8-4986-b24d-35b8540c8eee · outbound
Cross-Layer Encrypted Semantic Communication Framework for Panoramic Video Transmission A majority voting technique for wireless intrusion detection systems,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation ec779e6f-b28c-488c-8063-4d6db79f381a · outbound
Cross-Layer Encrypted Semantic Communication Framework for Panoramic Video Transmission Density Modeling of Images using a Generalized Normalization Transformation
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5e44f992-7c0a-45c1-960d-4b34fa6c92c7 · outbound
Cross-Layer Encrypted Semantic Communication Framework for Panoramic Video Transmission CBAM: Convolutional Block Attention Module
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 80d85f11-f5bf-47f1-b105-3a9bda2dacb6 · outbound
Cross-Layer Encrypted Semantic Communication Framework for Panoramic Video Transmission End-to-end Optimized Image Compression
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 81151364-3d79-479e-a53f-e733aff09fcc · outbound
Cross-Layer Encrypted Semantic Communication Framework for Panoramic Video Transmission Swin transformer v2: scaling up capacity and resolution,
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 3754ad91-a8ad-43cf-8d84-3e6abc6c3676 · outbound
Cross-Layer Encrypted Semantic Communication Framework for Panoramic Video Transmission Omnidirectional video super-resolution using deep learning,
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation ad446e1a-9e4f-4113-85da-386877127611 · outbound
Cross-Layer Encrypted Semantic Communication Framework for Panoramic Video Transmission Gaze prediction in dynamic 360 immersive videos,
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation cc2b9db9-d8df-461c-9bc9-b65414ef31fb · outbound
Cross-Layer Encrypted Semantic Communication Framework for Panoramic Video Transmission Overview of the H. 264/A VC video coding standard,
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation bb941f0c-cfff-45b4-982f-c65e39ad0185 · outbound
Cross-Layer Encrypted Semantic Communication Framework for Panoramic Video Transmission Overview of the high efficiency video coding (HEVC) standard,
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
No inbound Pith citation observations are available.