DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification | Paper Citation Record

Observation ac5a26ef-e17b-4157-991d-f36457397032 · outbound

This paper cites Robust generative defense against adversarial attacks in intelligent modulation recognition,.

DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification Robust generative defense against adversarial attacks in intelligent modulation recognition,

Reference 1

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Observation b95bb9c0-3346-41db-b64f-d9a941ec9765 · outbound

This paper cites Edge-learning-based col- laborative automatic modulation classification for hierarchical cognitive radio networks,.

DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification Edge-learning-based col- laborative automatic modulation classification for hierarchical cognitive radio networks,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T01:26:43.577142Z

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Observation 934bf11f-75a7-4f86-a7c1-d9361776bfa1 · outbound

This paper cites A spatiotemporal multi-channel learning framework for automatic modulation recognition.

DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification A spatiotemporal multi-channel learning framework for automatic modulation recognition

Reference 3

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Observation 74250dff-812c-4280-be0c-b4abc59be346 · outbound

This paper cites Learn- ing the unknown: Improving modulation classification performance in unseen scenarios,.

DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification Learn- ing the unknown: Improving modulation classification performance in unseen scenarios,

Reference 4

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Observation 4c6aa3ec-eda4-43b6-be00-14e186d1657e · outbound

This paper cites Deep learning models for wireless signal classification with distributed low- cost spectrum sensors.

DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification Deep learning models for wireless signal classification with distributed low- cost spectrum sensors

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T01:26:43.566326Z

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Observation 0eacd310-0fd3-4022-b2c3-88564d3182de · outbound

This paper cites Real-time radio technology and modulation classification via an lstm auto-encoder.

DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification Real-time radio technology and modulation classification via an lstm auto-encoder

Reference 6

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Observation e026f32a-d59b-4021-ae70-32bc96059eaa · outbound

This paper cites Survey of automatic mod- ulation classification techniques: classical approaches and new trends,.

DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification Survey of automatic mod- ulation classification techniques: classical approaches and new trends,

Reference 7

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Observation 4325eb75-f56e-45c4-bf0a-3b027ecb3b86 · outbound

This paper cites Online hybrid likelihood based modulation classification us- ing multiple sensors.

DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification Online hybrid likelihood based modulation classification us- ing multiple sensors

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T01:26:43.579251Z

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Observation 522d281a-c69a-4d71-8588-2dea03094360 · outbound

This paper cites Cooperative mod- ulation classification for multipath fading channels via expectation- maximization,.

DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification Cooperative mod- ulation classification for multipath fading channels via expectation- maximization,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T01:26:43.582943Z

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Observation 850bb4d9-b6ed-4bc7-a60f-733a3cfcb6d4 · outbound

This paper cites Automatic composite-modulation classification using cyclic-paw-print features for cognitive aerospace communications.

DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification Automatic composite-modulation classification using cyclic-paw-print features for cognitive aerospace communications

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T01:26:43.584815Z

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Observation 146446db-b7b8-48eb-a020-f5dad116194f · outbound

This paper cites Generalized automatic modulation classification for ofdm systems under unseen synthetic channels,.

DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification Generalized automatic modulation classification for ofdm systems under unseen synthetic channels,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T01:26:43.590368Z

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Observation c0905462-3d2b-48a0-a31e-8fd915b94bed · outbound

This paper cites A front end for discriminative learning in automatic modulation classification,.

DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification A front end for discriminative learning in automatic modulation classification,

Reference 12

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Observation 802116d8-2678-4338-9b39-db575cca66ce · outbound

This paper cites Automatic modula- tion classification based on constellation density using deep learning,.

DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification Automatic modula- tion classification based on constellation density using deep learning,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T01:26:43.635288Z

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Observation 56c52b4f-def6-4879-b442-08c45823d16b · outbound

This paper cites M-ary frequency shift keying signal classification based-on discrete fourier transform,.

DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification M-ary frequency shift keying signal classification based-on discrete fourier transform,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T01:26:43.559128Z

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Observation 1238ac16-1530-4234-9892-a8b4cb44c49f · outbound

This paper cites A hybrid approach for cross-dataset modulation recognition of wireless inter- ference.

DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification A hybrid approach for cross-dataset modulation recognition of wireless inter- ference

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T01:26:43.564506Z

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Observation 6cc1a7ff-ab1b-4273-aa6d-8a8d73c46198 · outbound

This paper cites Automatic modulation classification using combination of genetic programming and knn,.

DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification Automatic modulation classification using combination of genetic programming and knn,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T01:26:43.555399Z

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Observation dffd6642-1250-4bb7-ba15-0cbc1e21adf0 · outbound

This paper cites End-to-end learning from spectrum data: A deep learning approach for wireless signal identification in spectrum monitoring applications,.

DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification End-to-end learning from spectrum data: A deep learning approach for wireless signal identification in spectrum monitoring applications,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T01:26:43.557358Z

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Observation f18b123d-985a-45cd-9c88-bd76913ddb1d · outbound

This paper cites Modulation classification based on signal constellation diagrams and deep learning,.

DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification Modulation classification based on signal constellation diagrams and deep learning,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T01:26:43.549972Z

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Observation a35b2ab0-988a-4ace-b404-2f0331f1e7b2 · outbound

This paper cites Exploitation of spectral redundancy in cyclostationary signals,.

DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification Exploitation of spectral redundancy in cyclostationary signals,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T01:26:43.546527Z

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Observation 626f6ca7-811e-4684-82a9-683392c25374 · outbound

This paper cites Convolutional radio mod- ulation recognition networks,.

DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification Convolutional radio mod- ulation recognition networks,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T01:26:43.544743Z

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Observation ceebba13-c9fb-449b-a71a-9955d3c953cd · outbound

This paper cites Psrnet: Few-shot automatic modulation classification under potential domain differences,.

DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification Psrnet: Few-shot automatic modulation classification under potential domain differences,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T01:26:43.548289Z

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Observation aed2031d-7878-4805-b80f-d745b206a2b2 · outbound

This paper cites Goldsmith,Wireless communications.

DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification Goldsmith,Wireless communications

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T01:26:43.553434Z

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Observation a0570e95-ff4b-478d-ad46-0e05939fa86d · outbound

This paper cites Sigda: A superimposed domain adaptation framework for automatic modulation classification.

DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification Sigda: A superimposed domain adaptation framework for automatic modulation classification

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T01:26:43.613669Z

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Observation c164bde0-5029-44e5-bc09-9b8cd82157c4 · outbound

This paper cites A contrastive learner for automatic modu- lation classification,.

DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification A contrastive learner for automatic modu- lation classification,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T01:26:43.569884Z

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Observation 22572543-7374-4127-a33d-f99d97a3e446 · outbound

This paper cites Open set domain adaptation for automatic modulation classification in dynamic communication environments,.

DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification Open set domain adaptation for automatic modulation classification in dynamic communication environments,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T01:26:43.551701Z

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Observation 3ef2762b-9337-4f31-af1a-7e530bcd7e27 · outbound

This paper cites Deep modulation recognition in an unknown environment,.

DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification Deep modulation recognition in an unknown environment,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T01:26:43.562714Z

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Observation 92576170-2b2e-4e34-95d6-79e5845c3a54 · outbound

This paper cites A survey of deep transfer learning in automatic modulation classification,.

DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification A survey of deep transfer learning in automatic modulation classification,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T01:26:43.645771Z

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Observation d36bfef0-0c01-4b2c-8c37-7be9647c8b2d · outbound

This paper cites an unresolved cited work.

DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-07-10T01:26:43.628777Z

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Observation a64a0393-a6ed-4b5c-a0f6-fdddbed01565 · outbound

This paper cites Attentive siamese networks for automatic modulation classification based on multitiming constellation diagrams,.

DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification Attentive siamese networks for automatic modulation classification based on multitiming constellation diagrams,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T01:26:43.541174Z

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Observation 16ef83b1-261f-40e0-8a3c-0b00051986bc · outbound

This paper cites Multi-view discriminant framework for automatic modulation open set recognition,.

DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification Multi-view discriminant framework for automatic modulation open set recognition,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T01:26:43.542978Z

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Observation 59f2aa18-88c0-4766-abf9-2c7eabb6f5aa · outbound

This paper cites Data and knowledge dual-driven automatic modulation classification for 6g wire- less communications,.

DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification Data and knowledge dual-driven automatic modulation classification for 6g wire- less communications,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T01:26:43.624774Z

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Observation 36e1e3f2-ff6a-4e52-b9d0-8e5648e09832 · outbound

This paper cites A survey of modulation classification using deep learning: Signal representation and data preprocessing,.

DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification A survey of modulation classification using deep learning: Signal representation and data preprocessing,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T01:26:43.639865Z

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Observation 59cd800d-edfa-4728-801b-41d05bc8daa4 · outbound

This paper cites Revolution of wireless signal recognition for 6g: Recent advances, challenges and future directions.

DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification Revolution of wireless signal recognition for 6g: Recent advances, challenges and future directions

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T01:26:43.650707Z

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Observation 35606d37-677d-4fad-9e51-e64fa15a8870 · outbound

This paper cites Automatic modulation classification: A deep learning enabled approach.

DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification Automatic modulation classification: A deep learning enabled approach

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T01:26:43.615471Z

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Observation 0e81bddc-2587-4af4-b527-1e788efc2b47 · outbound

This paper cites Statistical spectral analysis—a nonprobabilistic theory,.

DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification Statistical spectral analysis—a nonprobabilistic theory,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T01:26:43.617285Z

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Observation 1a17c43e-3389-42f7-95ae-89100800eedf · outbound

This paper cites Toward next-generation signal intelligence: A hybrid knowledge and data-driven deep learning framework for radio signal classification,.

DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification Toward next-generation signal intelligence: A hybrid knowledge and data-driven deep learning framework for radio signal classification,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T01:26:43.620465Z

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Observation 34d13cb0-d390-47c7-b697-d7727d0f3475 · outbound

This paper cites Automatic modulation identification based on the probability density function of signal phase,.

DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification Automatic modulation identification based on the probability density function of signal phase,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T01:26:43.568159Z

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Observation 040f22e2-3312-46a9-8487-6b0937586c48 · outbound

This paper cites Deep neural network architectures for modulation classification,.

DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification Deep neural network architectures for modulation classification,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T01:26:43.560839Z

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Observation 2aff369c-d896-40a5-b988-ecb2a131cfe5 · outbound

This paper cites Multitask-learning- based deep neural network for automatic modulation classification,.

DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification Multitask-learning- based deep neural network for automatic modulation classification,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T01:26:43.608358Z

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Observation 1fae0397-078d-4478-9ec6-3756f084ed18 · outbound

This paper cites Data-driven deep learning for automatic modulation recognition in cognitive radios,.

DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification Data-driven deep learning for automatic modulation recognition in cognitive radios,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T01:26:43.611911Z

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Observation ac609c5a-11c7-4ce8-897c-a648c121d74f · outbound

This paper cites Automatic modulation classification based on joint feature map and convolutional neural network,.

DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification Automatic modulation classification based on joint feature map and convolutional neural network,

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T01:26:43.604477Z

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Observation 00f95863-f506-4915-8419-b3a425625b3f · outbound

This paper cites Domain adaptation-based automatic modulation recognition,.

DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification Domain adaptation-based automatic modulation recognition,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T01:26:43.581102Z

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Observation ef3b21a6-475b-4716-81ba-83d072e5b8aa · outbound

This paper cites Adversarial transfer learning for deep learning based automatic modulation classification,.

DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification Adversarial transfer learning for deep learning based automatic modulation classification,

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T01:26:43.602623Z

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Observation c03b4898-1a46-446a-8254-741780333de5 · outbound

This paper cites Imbalanced domain adaptation for automatic modulation classification,.

DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification Imbalanced domain adaptation for automatic modulation classification,

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T01:26:43.606323Z

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Observation 96dceade-d30e-412d-8624-e4494198dd8f · outbound

This paper cites Rml22: Realistic dataset generation for wireless modulation classification.

DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification Rml22: Realistic dataset generation for wireless modulation classification

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T01:26:43.597417Z

Source-reported events for the cited work

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Observation 4c3adb89-7c3c-4138-a24d-1dc55957d206 · outbound

This paper cites Radio machine learning dataset generation with gnu radio.

DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification Radio machine learning dataset generation with gnu radio

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T01:26:43.595601Z

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Observation ec56a61e-5b67-4dfd-86b7-024391ef1f25 · outbound

This paper cites Domain generalization via invariant feature representation,.

DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification Domain generalization via invariant feature representation,

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T01:26:43.600742Z

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Observation 4970d9ae-9c33-44b5-8d04-693b05b2fdd7 · outbound

This paper cites A kernel two-sample test,.

DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification A kernel two-sample test,

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T01:26:43.599086Z

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Observation 62b86fd8-c646-4c96-9fd7-577323b2bdaf · outbound

This paper cites Adversarial dis- criminative domain adaptation,.

DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification Adversarial dis- criminative domain adaptation,

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T01:26:43.609980Z

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Observation a4957009-d5a8-4444-84e2-0f763cf1b500 · outbound

This paper cites Deep architectures for modulation recog- nition,.

DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification Deep architectures for modulation recog- nition,

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T01:26:43.593901Z

Source-reported events for the cited work

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Observation 7dd05969-9662-49a8-ba96-c14450ac9d4e · outbound

This paper cites Over-the-air deep learning based radio signal classification.

DKDNet: Dual Knowledge and Data-Driven Network for Cross-Domain Automatic Modulation Classification Over-the-air deep learning based radio signal classification

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T01:26:43.586713Z

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