Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T17:25:19.696081Z
Paper Citation Record · LEDGER
As of 18 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 1 inbound Pith citation observation for arXiv:2508.12315.
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 2026-08-15T17:25:19.696081Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-15T14:51:32.657380Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-15T14:51:32.860940Z
47 of 47 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation c89060ef-09ba-44f2-b779-b4a2c9f69ab2 · outbound
Deciphering the global production network from cross-border firm transactions Joint UA V de- ployment and space-time-frequency resource allocation for low-altitude economy,
Reference 1
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 afe0d06d-4c47-46cb-a13f-8c49b8000519 · outbound
Deciphering the global production network from cross-border firm transactions Ubiquitous UA V com- munication enabled low-altitude economy: applications, techniques, and 3GPP’s efforts,
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 936f47be-d2af-48fb-9b44-ea2aa7b70d66 · outbound
Deciphering the global production network from cross-border firm transactions Co-design of sensing, communications, and control for low-altitude wireless net- works,
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ac71f1fe-458f-48ac-b2ed-b877c5f9899f · outbound
Deciphering the global production network from cross-border firm transactions Deceiving reactive jamming in dynamic wireless sensor networks: a deep reinforcement learning based approach,
Reference 4
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 564df952-7046-4ee2-b1a9-2c12d26e9581 · outbound
Deciphering the global production network from cross-border firm transactions Jamming detection in broadband frequency hopping systems based on multi-segment signals spectrum clustering,
Reference 5
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 fdc03a1c-7718-43e4-8702-50ac55ede9e2 · outbound
Deciphering the global production network from cross-border firm transactions Time-frequency component-aware convolutional neural network for wireless interference classification,
Reference 6
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 82131db2-64ff-481d-b2db-aa2304bb3014 · outbound
Deciphering the global production network from cross-border firm transactions UA V anti-jamming communications with power and mobility control,
Reference 7
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 0a2f4409-8444-41e5-bfba-61e258e4d83e · outbound
Deciphering the global production network from cross-border firm transactions Physical-layer security enhancement for SIMO- MBM systems,
Reference 8
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 8a1574cc-5e9a-40f7-8662-eff2b7fd4d70 · outbound
Deciphering the global production network from cross-border firm transactions Reinforcement learning-based dynamic anti-jamming power control in UA V networks: An effective jamming signal strength based approach,
Reference 9
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 3687955a-478b-43bd-a9ce-96fe94dc1caf · outbound
Deciphering the global production network from cross-border firm transactions Bring globality into convolutional neural networks for wireless interference classification,
Reference 10
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 2bcf4ba3-f909-4720-997a-dc9d4803306d · outbound
Deciphering the global production network from cross-border firm transactions Data-driven deep learning for automatic modulation recognition in cognitive radios,
Reference 11
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 c2b1eece-c4c5-4186-b7d9-5c36e3b51b62 · outbound
Deciphering the global production network from cross-border firm transactions Learning dynamic computing resource allocation in convolutional neural networks for wireless interference identification,
Reference 12
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 536853bd-2c56-4741-aeec-a25d8ced4215 · outbound
Deciphering the global production network from cross-border firm transactions Range dimensional monopulse approach with FDA-MIMO radar for mainlobe deceptive jamming suppression,
Reference 13
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 a31d6ada-d766-434a-bd87-4b4baad9cff5 · outbound
Deciphering the global production network from cross-border firm transactions Signal fusion-based algo- rithms to discriminate between radar targets and deception jamming in distributed multiple-radar architectures,
Reference 14
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 ae49afca-fe5a-4063-ab2d-5406a324c930 · outbound
Deciphering the global production network from cross-border firm transactions Dis- crimination of active false targets based on hermitian distance for distributed multiple-radar architectures,
Reference 15
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 2e1b14d8-e539-40e9-8754-04a644ffd1e5 · outbound
Deciphering the global production network from cross-border firm transactions Radar detection and classification of jamming signals belonging to a cone class,
Reference 16
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 56d6fee8-c4b3-4fe4-b8db-7649f3079e6c · outbound
Deciphering the global production network from cross-border firm transactions Discrimination between radar targets and deception jamming in distributed multiple- radar architectures,
Reference 17
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 98c00d1b-a2e5-4297-922a-7a8029db8ff8 · outbound
Deciphering the global production network from cross-border firm transactions Research on anti- jamming technology of chaotic composite short range detection system based on underdetermined signal separation and spectral analysis,
Reference 18
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 e45bb00a-dc01-4b8b-a26b-5f8035379a61 · outbound
Deciphering the global production network from cross-border firm transactions Jamming efficiency analysis based on the range profile of target with chaff,
Reference 19
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 b140d2a0-1cda-44e2-836c-adc9966b7535 · outbound
Deciphering the global production network from cross-border firm transactions Jamming recognition method based on the polarisation scattering characteristics of chaff clouds,
Reference 20
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 8f151c70-3fbb-4030-9129-1c2ea4acf48e · outbound
Deciphering the global production network from cross-border firm transactions A dynamic discretization approach for constructing decision trees with a continuous label,
Reference 21
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 4a9de69c-afbd-46e4-a863-aa020550e18b · outbound
Deciphering the global production network from cross-border firm transactions Twin support vector machines for pattern classification,
Reference 22
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 ad87d7b6-88be-41b8-aba0-d4055500324b · outbound
Deciphering the global production network from cross-border firm transactions Very deep convolutional networks for large-scale image recognition
Reference 23
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 070f5e39-a34d-4ee2-96a5-67759d1cb607 · outbound
Deciphering the global production network from cross-border firm transactions Deep residual learning for image recognition,
Reference 24
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 ff058324-2934-464e-991c-f6ae7f9f9638 · outbound
Deciphering the global production network from cross-border firm transactions Rethinking the inception architecture for computer vision,
Reference 25
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 b173ab37-eece-4575-ab59-4a56f306999d · outbound
Deciphering the global production network from cross-border firm transactions Squeeze-and-excitation networks,
Reference 26
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 44014c78-0e4c-46ae-842d-ed25243f0755 · outbound
Deciphering the global production network from cross-border firm transactions Learning-based wireless powered secure transmission,
Reference 27
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 ea059a8c-bd79-49df-8870-14aa53652f95 · outbound
Deciphering the global production network from cross-border firm transactions Deep learning-assisted demodulation for tera- Hertz communications under hybrid distortions,
Reference 28
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 8b878448-00f4-44d6-b9db-04a626215ebf · outbound
Deciphering the global production network from cross-border firm transactions Transformer-empowered 6G intelligent networks: From massive MIMO processing to semantic communication,
Reference 29
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 6a57d966-b6b1-4587-920a-26232629a9b2 · outbound
Deciphering the global production network from cross-border firm transactions MmWave beam prediction under hand blockage,
Reference 30
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 c1279d53-3de4-4696-8f7f-12a7dacd67ef · outbound
Deciphering the global production network from cross-border firm transactions Robust deep sensing through transfer learning in cognitive radio,
Reference 31
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 0312ead8-c646-4c70-b828-8065d1dfe19e · outbound
Deciphering the global production network from cross-border firm transactions Adversarial attacks in modulation recognition with convolutional neural networks,
Reference 32
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 f34afbfb-b182-441f-80dc-f28c3e70eef5 · outbound
Deciphering the global production network from cross-border firm transactions Complex-valued networks for automatic modulation classification,
Reference 33
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 46bc824d-e773-43d9-820c-c34850253b3c · outbound
Deciphering the global production network from cross-border firm transactions Automatic modulation classification based on decentralized learning and ensemble learning,
Reference 34
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 bcaea3bf-a97b-4f81-9771-4f3d43ebe5e9 · outbound
Deciphering the global production network from cross-border firm transactions Binary neural networks for wireless interference identification,
Reference 35
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 33e7d4d8-d3e2-484e-b781-5b3d7b7d84a9 · outbound
Deciphering the global production network from cross-border firm transactions Convolutional neural network-based radar jamming signal classification with sufficient and limited samples,
Reference 36
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 cf668228-fffd-4202-9b55-ce701a1c7038 · outbound
Deciphering the global production network from cross-border firm transactions JRNet: jamming recognition networks for radar compound suppression jamming signals,
Reference 37
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 40a69b5b-7cc8-411b-949d-4464e20148d5 · outbound
Deciphering the global production network from cross-border firm transactions Abandon locality: Frame-wise embedding aided transformer for automatic modulation recognition,
Reference 38
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 9a214d0e-8b49-4f9f-86a5-591222d3bb6d · outbound
Deciphering the global production network from cross-border firm transactions Adversarial attack and defense on deep learning for air transportation communication jamming,
Reference 39
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 b8e48c9c-6101-4b4c-ba65-2db43cc522fc · outbound
Deciphering the global production network from cross-border firm transactions Adversarial attacks on deep-learning based radio signal classification,
Reference 40
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 df2116cf-ff57-48f9-ad47-54cc5bac769c · outbound
Deciphering the global production network from cross-border firm transactions Threat of adversarial attacks on DL-based IoT device identification,
Reference 41
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 ef699e25-c4c8-4b16-b99a-010dfda8a14f · outbound
Deciphering the global production network from cross-border firm transactions Explaining and harnessing adversarial examples,
Reference 42
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 60ec4f9f-3498-4596-b32a-ad61cf883d64 · outbound
Deciphering the global production network from cross-border firm transactions Distillation as a defense to adversarial perturbations against deep neural networks,
Reference 43
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 26946ecf-6501-4816-82ca-90cdc5e66246 · outbound
Deciphering the global production network from cross-border firm transactions Feature denoising for improving adversarial robustness,
Reference 44
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 94ee996e-fd47-4572-bd67-68d8d4ee7601 · outbound
Deciphering the global production network from cross-border firm transactions Towards achieving adversarial robustness by enforcing feature consis- tency across bit planes,
Reference 45
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 8671215c-7686-4948-9316-a45a4d52e676 · outbound
Deciphering the global production network from cross-border firm transactions Differential Transformer
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9627b3d8-2bf8-429d-908c-b7bc2b70807e · outbound
Deciphering the global production network from cross-border firm transactions An image is worth 16x16 words: transformers for image recognition at scale,
Reference 47
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 a17872c4-99bd-45ed-b988-c9ad07a6d59d · inbound
Synthetic supply networks Deciphering the global production network from cross-border firm transactions
Reference 49
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.