Cover Image

Multiframe Detection via Graph Neural Networks: A Link Prediction Approach

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Lin, Zhihao, Gao, Chang, Yan, Junkun, Zhang, Qingfu, Chen, Bo, Liu, Hongwei
Format:	Preprint
Published:	2024
Subjects:	Signal Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Deep Uncertainty-aware Tracking for Maneuvering Targets
by: Zhang, Shuyang, et al.
Published: (2024)

Discover Fast Power Allocation Solution for Multi-Target Tracking via AlphaEvolve Evolution
by: Hou, Zhenkang, et al.
Published: (2026)

Graph Neural Networks for Wireless Networks: Graph Representation, Architecture and Evaluation
by: Lu, Yang, et al.
Published: (2024)

Graph Neural Network Enabled Fluid Antenna Systems: A Two-Stage Approach
by: He, Changpeng, et al.
Published: (2025)

Agentic Graph Neural Networks for Wireless Communications and Networking Towards Edge General Intelligence: A Survey
by: Lu, Yang, et al.
Published: (2025)

Wireless Link Scheduling with State-Augmented Graph Neural Networks
by: Camargo, Romina Garcia, et al.
Published: (2025)

Robust Multidimensional Graph Neural Networks for Signal Processing in Wireless Communications with Edge-Graph Information Bottleneck
by: Liu, Ziheng, et al.
Published: (2025)

Spatiotemporal Link Formation Prediction in Social Learning Networks Using Graph Neural Networks
by: Mohammadiasl, Ali, et al.
Published: (2026)

Clustered Cell-Free Networking: A Graph Partitioning Approach
by: Wang, Junyuan, et al.
Published: (2022)

NOMANet: A Graph Neural Network Enabled Power Allocation Scheme for NOMA
by: Hou, Yipu, et al.
Published: (2025)

Spoofing Detection in the Physical Layer with Graph Neural Networks
by: Ha, Tien Ngoc, et al.
Published: (2024)

Communication-Efficient Cooperative Localization: A Graph Neural Network Approach
by: Zou, Yinan, et al.
Published: (2025)

Gradient-Driven Graph Neural Networks for Learning Digital and Hybrid Precoder
by: Zhang, Lin, et al.
Published: (2025)

Graph-based Untrained Neural Network Detector for OTFS Systems
by: Chang, Hao, et al.
Published: (2024)

Temporal Graph Neural Network for ISAC Target Detection and Tracking
by: Sanaie, Saiedeh Maboud, et al.
Published: (2026)

A Hybrid Model-Assisted Approach for Path Loss Prediction in Suburban Scenarios
by: Wang, Chenlong, et al.
Published: (2026)

A Homogeneous Graph Neural Network for Precoding and Power Allocation in Scalable Wireless Networks
by: Sun, Mingjun, et al.
Published: (2024)

Two-Stage Heterogeneous Graph Neural Network for RIS-Aided Physical-Layer Security
by: Song, Zihan, et al.
Published: (2026)

Jointly Optimizing Terahertz based Sensing and Communications in Vehicular Networks: A Dynamic Graph Neural Network Approach
by: Li, Xuefei, et al.
Published: (2024)

Fiber Transmission Model with Parameterized Inputs based on GPT-PINN Neural Network
by: Zang, Yubin, et al.
Published: (2024)

Precoder Design for User-Centric Network Massive MIMO: A Symplectic Optimization Approach
by: Lin, Pengxu, et al.
Published: (2025)

Heteroscedastic Neural Networks for Path Loss Prediction with Link-Specific Uncertainty
by: Ethier, Jonathan
Published: (2025)

Secure Time-Modulated Intelligent Reflecting Surface via Generative Flow Networks
by: Tao, Zhihao, et al.
Published: (2025)

ICGNN: Graph Neural Network Enabled Scalable Beamforming for MISO Interference Channels
by: He, Changpeng, et al.
Published: (2025)

Principle Driven Parameterized Fiber Model based on GPT-PINN Neural Network
by: Zang, Yubin, et al.
Published: (2024)

Graph Neural Networks over the Air for Decentralized Tasks in Wireless Networks
by: Gao, Zhan, et al.
Published: (2023)

Graph Neural Network-based End-to-End Learning for Multi-User MIMO Systems
by: Chang, Hao, et al.
Published: (2024)

Graph Neural Network Aided Detection for the Multi-User Multi-Dimensional Index Modulated Uplink
by: Feng, Xinyu, et al.
Published: (2025)

Learning Wideband User Scheduling and Hybrid Precoding with Graph Neural Networks
by: Liu, Shengjie, et al.
Published: (2025)

Graph Neural Networks in EEG-based Emotion Recognition: A Survey
by: Liu, Chenyu, et al.
Published: (2024)

Graph Neural Network Enabled Pinching Antennas
by: Xie, Xinke, et al.
Published: (2025)

A Novel Unsupervised Graph Wavelet Autoencoder for Mechanical System Fault Detection
by: Li, Tianfu, et al.
Published: (2023)

Joint Power Control and Precoding for Cell-Free Massive MIMO Systems With Sparse Multi-Dimensional Graph Neural Networks
by: Ma, Yukun, et al.
Published: (2025)

Application of Principal Component Analysis and Artificial Neural Networks for the Prediction of QoS in FSO Links over South Africa
by: Adebusola, S. O, et al.
Published: (2024)

Predictive Beamforming in Low-Altitude Wireless Networks: A Cross-Attention Approach
by: Zhao, Xiaotong, et al.
Published: (2025)

A Tensor-Structured Approach to Dynamic Channel Prediction for Massive MIMO Systems with Temporal Non-Stationarity
by: Hou, Hongwei, et al.
Published: (2024)

Energy-Efficient Power Allocation in Cell-Free Massive MIMO via Graph Neural Networks
by: Raghunath, Ramprasad, et al.
Published: (2024)

ReVeal: A Physics-Informed Neural Network for High-Fidelity Radio Environment Mapping
by: Shahid, Mukaram, et al.
Published: (2025)

A Low-Cost Monopulse Receiver with Enhanced Estimation Accuracy Via Deep Neural Network
by: Zhang, Hanxiang, et al.
Published: (2024)

Multimodal Visual Image Based User Association and Beamforming Using Graph Neural Networks
by: Li, Yinghan, et al.
Published: (2025)