Cover Image

CF-Net: A Cross-Feature Reconstruction Network for High-Accuracy 1-Bit Target Classification

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Qi, Jundong, Sun, Weize, Chen, Shaowu, Huang, Lei, Liu, Qiuchen
Format:	Preprint
Published:	2025
Subjects:	Signal Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

One-Bit Target Detection in Collocated MIMO Radar with Colored Background Noise
by: Xiao, Yu-Hang, et al.
Published: (2024)

RadarFuseNet: Complex-Valued Cross-Attention Fusion of Time-Frequency IQ Radar Features for Robust Classification
by: Hägele, Stefan, et al.
Published: (2025)

HRRPGraphNet: Make HRRPs to Be Graphs for Efficient Target Recognition
by: Chen, Lingfeng, et al.
Published: (2024)

Extended-Target Classification and Localization for Near-Field ISAC
by: Zhao, Zongyao, et al.
Published: (2026)

Digital Over-the-Air Computation: Achieving High Reliability via Bit-Slicing
by: Liu, Jiawei, et al.
Published: (2024)

WiFo-CF: Wireless Foundation Model for CSI Feedback
by: Liu, Xuanyu, et al.
Published: (2025)

General Feature Extraction In SAR Target Classification: A Contrastive Learning Approach Across Sensor Types
by: Muzeau, M., et al.
Published: (2025)

A Dual-Polarization Feature Fusion Network for Radar Automatic Target Recognition Based On HRRP Sequence
by: Zhou, Yangbo, et al.
Published: (2025)

PIPO-Net: A Penalty-based Independent Parameters Optimization Deep Unfolding Network
by: Li, Xiumei, et al.
Published: (2023)

High-Resolution Range-Doppler Imaging from One-Bit PMCW Radar via Generative Adversarial Networks
by: Wang, Jingxian, et al.
Published: (2025)

Improving Reliability of Hybrid Bit-Semantic Communications for Cellular Networks
by: Evgenidis, Nikos G., et al.
Published: (2026)

$1$-Bit SubTHz RIS with Planar Tightly Coupled Dipoles: Beam Shaping and Prototypes
by: Ma, Xianjun, et al.
Published: (2024)

Digital Linearizer Based on 1-Bit Quantizations
by: Linares, Deijany Rodriguez, et al.
Published: (2025)

DTP-Net: Learning to Reconstruct EEG signals in Time-Frequency Domain by Multi-scale Feature Reuse
by: Pei, Yan, et al.
Published: (2023)

State Space and Self-Attention Collaborative Network with Feature Aggregation for DOA Estimation
by: You, Qi, et al.
Published: (2025)

CRB-Based Waveform Optimization for MIMO ISAC Systems With One-Bit ADCs
by: Lin, Qi, et al.
Published: (2026)

SDOA-Net: An Efficient Deep Learning-Based DOA Estimation Network for Imperfect Array
by: Chen, Peng, et al.
Published: (2022)

Physics-Inspired Target Shape Detection and Reconstruction in mmWave Communication Systems
by: Xing, Ziqing, et al.
Published: (2026)

Collaborative Knowledge Sharing-empowered Effective Semantic Rate Maximization for Two-tier Semantic-Bit Communication Networks
by: Chen, Hong, et al.
Published: (2025)

Hybrid Generative Semantic and Bit Communications in Satellite Networks: Trade-offs in Latency, Generation Quality, and Computation
by: Huang, Chong, et al.
Published: (2025)

Analog Beamforming Aided by Full-Dimension One-Bit Chains
by: Liu, Lina, et al.
Published: (2024)

Study of Constrained Precoding with Zero-Crossing Modulation for Channels with 1-Bit Quantization and Oversampling
by: Melo, D., et al.
Published: (2025)

Power-Efficient Optimization for Coexisting Semantic and Bit-Based Users in NOMA Networks
by: Xie, Ximing, et al.
Published: (2025)

Knowledge Sharing-enabled Semantic Rate Maximization for Multi-cell Task-oriented Hybrid Semantic-Bit Communication Networks
by: Chen, Hong, et al.
Published: (2025)

Deep Reinforcement Learning-Based Resource Allocation for Hybrid Bit and Generative Semantic Communications in Space-Air-Ground Integrated Networks
by: Huang, Chong, et al.
Published: (2024)

Massive MIMO-ISAC System With 1-Bit ADCs/DACs
by: Wang, Bowen, et al.
Published: (2024)

MAMCA -- Optimal on Accuracy and Efficiency for Automatic Modulation Classification with Extended Signal Length
by: Zhang, Yezhuo, et al.
Published: (2024)

A MARL Based Multi-Target Tracking Algorithm Under Jamming Against Radar
by: Wang, Ziang, et al.
Published: (2024)

Optimized Feature Selection and Neural Network-Based Classification of Motor Imagery Using EEG Signals
by: Dip, Muhammad Sudipto Siam, et al.
Published: (2025)

LarS-Net: A Large-Scale Framework for Network-Level Spectrum Sensing
by: Guo, Hao, et al.
Published: (2026)

Efficient Realization of Multi-channel Visible Light Communication System for Dynamic Cross-Water Surface Channels
by: Qi, Han, et al.
Published: (2024)

Design of an M-ary Chaos Shift Keying System Using Combined Chaotic Systems
by: Huang, Tingting, et al.
Published: (2025)

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

Model-Based Learning for DOA Estimation with One-Bit Single-Snapshot Sparse Arrays
by: Hu, Yunqiao, et al.
Published: (2025)

Scalable Association of Users in CF-mMIMO: A Synergy of Communication, Sensing, and JCAS
by: Naeem, Ahmed, et al.
Published: (2025)

Deep Mixture of Experts Network for Resource Optimization in Aerial-Terrestrial CF-mMIMO Systems under URLLC
by: Li, Donggen, et al.
Published: (2026)

Bit-Efficient Quantisation for Two-Channel Modulo-Sampling Systems
by: Yan, Wenyi, et al.
Published: (2026)

UniPhyNet: A Unified Network For Multimodal Physiological Raw Signal Classification
by: Qiu, Renxiang, et al.
Published: (2025)

DUSG-Tomo-Net: A Deep Unfolded Neural Network for Super-Resolving Gridless Spaceborne SAR Tomography via Learned Toeplitz-Structured Covariance Representation
by: Qian, Kun, et al.
Published: (2026)

Bit Efficient Toeplitz Covariance Estimation
by: Xu, Hongwei, et al.
Published: (2024)