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Semantics-Empowered Communication for Networked Intelligent Systems

arXiv 2007.11579 ↗First posted 22 Jul 2020cs.IT cs.NI eess.SPcited by 60

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Abstract (arXiv)

Wireless connectivity has traditionally been regarded as an opaque data pipe carrying messages, whose context-dependent meaning and effectiveness have been ignored. Nevertheless, in emerging cyber-physical and autonomous networked systems, acquiring, processing, and sending excessive amounts of distributed real-time data, which ends up being stale or useless to the end user, will cause communication bottlenecks, increased latency, and safety issues. We envision a communication paradigm shift, which makes the Semantics of Information, i.e., the significance and the usefulness of messages with respect to the goal of data exchange, the underpinning of the entire communication process. This entails a goal-oriented unification of information generation, transmission, and usage, by taking into account process dynamics, signal sparsity, data correlation, and semantic information attributes. We apply this structurally new, synergetic approach to a communication scenario where the destination is tasked with real-time source reconstruction for the purpose of remote actuation. Capitalizing on semantics-empowered sampling and communication policies, we show significant reduction in both reconstruction error and cost of actuation error, as well as in the number of uninformative samples generated.

Key facts. Cited by 60 papers in the map (data through 7 Oct 2026). First posted on arXiv 22 Jul 2020.

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Cited by year (2026 to 7 Oct)

Citing papers per year: 2021: 4; 2022: 15; 2023: 11; 2024: 15; 2025: 5; 2026: 10.

60 papers.

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  1. 2022Beyond Transmitting Bits: Context, Semantics, and Task-Oriented Communicationscited by 166
  2. 2022Sionna: An Open-Source Library for Next-Generation Physical Layer Researchcited by 143
  3. 2021Semantic Communications: Principles and Challengescited by 90
  4. 2022Robust Semantic Communications with Masked VQ-VAE Enabled Codebookcited by 53
  5. 2022Deep Learning-Enabled Semantic Communication Systems with Task-Unaware Transmitter and Dynamic Datacited by 36
  6. 2022Performance Optimization for Semantic Communications: An Attention-based Reinforcement Learning Approachcited by 28
  7. 2021Semantics-Native Communication with Contextual Reasoningcited by 21
  8. 2022Neuro-Symbolic Causal Reasoning Meets Signaling Game for Emergent Semantic Communicationscited by 20
  9. 2021Learning Semantics: An Opportunity for Effective 6G Communicationscited by 19
  10. 2023Machine Learning for Large-Scale Optimization in 6G Wireless Networkscited by 18
  11. 2022Neuromorphic Wireless Cognition: Event-Driven Semantic Communications for Remote Inferencecited by 16
  12. 2023Causal Semantic Communication for Digital Twins: A Generalizable Imitation Learning Approachcited by 14
38 more
  1. 2022Cognitive Semantic Communication Systems Driven by Knowledge Graphcited by 12
  2. 2024Will 6G be Semantic Communications? Opportunities and Challenges from Task Oriented and Secure Communications to Integrated Sensingcited by 11
  3. 2024Dynamic Relative Representations for Goal-Oriented Semantic Communicationscited by 11
  4. 2022Neuro-Symbolic Artificial Intelligence (AI) for Intent based Semantic Communicationcited by 10
  5. 2023Adaptive Resource Allocation for Semantic Communication Networkscited by 10
  6. 2022An Indirect Rate-Distortion Characterization for Semantic Sources: General Model and the Case of Gaussian Observationcited by 8
  7. 2022Semantics-Empowered Communication: A Tutorial-cum-Surveycited by 8
  8. 2022Sampling, Communication, and Prediction Co-Design for Synchronizing the Real-World Device and Digital Model in Metaversecited by 7
  9. 2022Deep Learning for Wireless Networked Systems: a joint Estimation-Control-Scheduling Approachcited by 7
  10. 2023Performance Limits of a Deep Learning-Enabled Text Semantic Communication under Interferencecited by 6
  11. 2023A Specific Task-oriented Semantic Image Communication System for substation patrol inspectioncited by 5
  12. 2023On the Computation of the Gaussian Rate-Distortion-Perception Functioncited by 5
  13. 2024Semantic-Aware Remote Estimation of Multiple Markov Sources Under Constraintscited by 5
  14. 2024Semantic Edge Computing and Semantic Communications in 6G Networks: A Unifying Survey and Research Challengescited by 5
  15. 2025Latent Space Alignment for AI-Native MIMO Semantic Communicationscited by 5
  16. 2023Towards Ubiquitous Semantic Metaverse: Challenges, Approaches, and Opportunitiescited by 4
  17. 2024Task-Oriented Wireless Communications for Collaborative Perception in Intelligent Unmanned Systemscited by 4
  18. 2024Semantic Communication Enhanced by Knowledge Graph Representation Learningcited by 4
  19. 2023Goal-Oriented Communications in Federated Learning via Feedback on Risk-Averse Participationcited by 3
  20. 2023Bayesian Inverse Contextual Reasoning for Heterogeneous Semantics-Native Communicationcited by 3
  21. 2024Pragmatic Goal-Oriented Communications under Semantic-Effectiveness Channel Errorscited by 3
  22. 2024Soft Partitioning of Latent Space for Semantic Channel Equalizationcited by 3
  23. 2024VideoQA-SC: Adaptive Semantic Communication for Video Question Answeringcited by 3
  24. 2025Remote Inference over Dynamic Links via Adaptive Rate Deep Task-Oriented Vector Quantizationcited by 3
  25. 2025Learning Network Sheaves for AI-native Semantic Communicationcited by 3
  26. 2023Reliable Beamforming at Terahertz Bands: Are Causal Representations the Way Forward?cited by 2
  27. 2023Semantic-aware Transmission Scheduling: a Monotonicity-driven Deep Reinforcement Learning Approachcited by 1
  28. 2024Integrated Push-and-Pull Update Model for Goal-Oriented Effective Communicationcited by 1
  29. 2024FSSC: Federated Learning of Transformer Neural Networks for Semantic Image Communicationcited by 1
  30. 2024Alternating Minimization Schemes for Computing Rate-Distortion-Perception Functions with f-Divergence Perception Constraintscited by 1
  31. 2024IRS-Enhanced Secure Semantic Communication Networks: Cross-Layer and Context-Awared Resource Allocationcited by 1
  32. 2025Pull-Based Query Scheduling for Goal-Oriented Semantic Communicationcited by 1
  33. 2025AGI-Driven Generative Semantic Communications: Principles and Practicescited by 1
  34. 2026On the Rate-Distortion-Complexity Tradeoff for Semantic Communicationcited by 1
  35. 2026Federated Latent Space Alignment for Multi-user Semantic Communicationscited by 1
  36. 2026Not All Symbols Are Equal: Importance-Aware Constellation Design for Semantic Communicationcited by 1
  37. 2021Effective Communications: A Joint Learning and Communication Framework for Multi-Agent Reinforcement Learning over Noisy Channelscited by 0
  38. 2022Information-Theoretic Equivalence of Entropic Multi-Marginal Optimal Transport: A Theory for Multi-Agent Communicationcited by 0

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