专题：Distributed Sensor Networks and Detection Algorithms

This cluster of papers focuses on decentralized inference and decision-making in wireless sensor networks, covering topics such as distributed detection, decentralized estimation, quantization, channel-aware fusion, energy efficiency, handling Byzantine attacks, optimal power allocation, cooperative routing, and sparsity-aware sensor selection.
最新文献
Equipping Vision Foundation Model with Mixture of Experts for Out-of-Distribution Detection

article Full Text OpenAlex

Decentralized Detection with Many Sensors: Optimality of Exchangeable and Identical Encoding Policies

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Generative adversarial fault-tolerance for robust multimodal sensor fusion in industrial systems

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Base Station Placement Optimization for Networked Sensing Exploiting Target Location Distribution

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Convergence Of Agnostic Federated Averaging

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DAO-GP Drift Aware Online Non-Linear Regression Gaussian-Process

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The Innovation Floor-Lock Theorem; Observation Limits in a Self-Field-Following Agent under Optimal Kalman Filtering

preprint Full Text OpenAlex

The Innovation Floor-Lock Theorem; Observation Limits in a Self-Field-Following Agent under Optimal Kalman Filtering

preprint Full Text OpenAlex

Strategic Incentivization for Locally Differentially Private Federated Learning

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Code and Data Repository for Efficient input uncertainty quantification for ratio estimator

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近5年高被引文献
Edge Learning for B5G Networks With Distributed Signal Processing: Semantic Communication, Edge Computing, and Wireless Sensing

article Full Text OpenAlex 574 FWCI108.6333

On the Fundamental Tradeoff of Integrated Sensing and Communications Under Gaussian Channels

article Full Text OpenAlex 290 FWCI234.3656

Multichannel adaptive signal detection: basic theory and literature review

article Full Text OpenAlex 250 FWCI140.0711

Sensing as a Service in 6G Perceptive Networks: A Unified Framework for ISAC Resource Allocation

article Full Text OpenAlex 250 FWCI21.3367

The Integrated Sensing and Communication Revolution for 6G: Vision, Techniques, and Applications

article Full Text OpenAlex 218 FWCI72.9141

DeepSense 6G: A Large-Scale Real-World Multi-Modal Sensing and Communication Dataset

article Full Text OpenAlex 211 FWCI26.5963

Task-Oriented Sensing, Computation, and Communication Integration for Multi-Device Edge AI

article Full Text OpenAlex 191 FWCI37.5269

Semantic Communications in Networked Systems: A Data Significance Perspective

article Full Text OpenAlex 184 FWCI25.2455

Radar sensor network resource allocation for fused target tracking: A brief review

review Full Text OpenAlex 171 FWCI22.8988

Decentralized Federated Learning With Unreliable Communications

article Full Text OpenAlex 166 FWCI21.3645