China Communications

Article	Citations
Federated learning for 6G communications: Challenges, methods, and future directions	275
An overview of terahertz antennas	148
System integration of terrestrial mobile communication and satellite communication —the trends, challenges and key technologies in B5G and 6G	140
Vision, requirements and network architecture of 6G mobile network beyond 2030	131
Forecasting method of stock market volatility in time series data based on mixed model of ARIMA and XGBoost	109
The research on 220GHz multicarrier high-speed communication system	81
Computing power network: The architecture of convergence of computing and networking towards 6G requirement	77
UAV communications with millimeter-wave beamforming: Potentials, scenarios, and challenges	72
Future 5G-oriented system for urban rail transit: Opportunities and challenges	70
Multi-agent reinforcement learning for resource allocation in IoT networks with edge computing	64
Towards intelligent reflecting surface empowered 6G terahertz communications: A survey	61
V2X offloading and resource allocation in SDN-assisted MEC-based vehicular networks	56
Space-air-ground integrated network (SAGIN) for 6G: Requirements, architecture and challenges	51
An image encryption algorithm based on BP neural network and hyperchaotic system	47
Deep reinforcement learning based joint edge resource management in maritime network	46
Placement optimization of caching UAV-assisted mobile relay maritime communication	46
Edgence: A blockchain-enabled edge-computing platform for intelligent IoT-based dApps	44
Artificial intelligence-empowered resource management for future wireless communications: A survey	42
Mobile edge communications, computing, and caching (MEC3) technology in the maritime communication network	39
Machine-learning-assisted optimization and its application to antenna designs: Opportunities and challenges	39
Reinforcement learning-based joint task offloading and migration schemes optimization in mobility-aware MEC network	39
Deep reinforcement learning-based computation offloading for 5G vehicle-aware multi-access edge computing network	38
NOMA-based UAV-aided networks for emergency communications	38
Codebook design and beam training for extremely large-scale RIS: Far-field or near-field?	37
Machine learning empowered beam management for intelligent reflecting surface assisted MmWave networks	37

Edge computing-based joint client selection and networking scheme for federated learning in vehicular IoT	37
Energy-optimal and delay-bounded computation offloading in mobile edge computing with heterogeneous clouds	37
A review on applications of integrated terahertz systems	35
A privacy-preserving mechanism based on local differential privacy in edge computing	35
Energy-efficient UAV trajectory design for backscatter communication: A deep reinforcement learning approach	34
Improved denoising autoencoder for maritime image denoising and semantic segmentation of USV	34
A WiFi fingerprint based high-adaptability indoor localization via machine learning	34
Recent advances in data-driven wireless communication using Gaussian processes: A comprehensive survey	33
MADCR: Mobility aware dynamic clustering-based routing protocol in Internet of Vehicles	30
Exploring the road to 6G: ABC — foundation for intelligent mobile networks	30
Wireless powered IoE for 6G: Massive access meets scalable cell-free massive MIMO	29
Towards 6G: Paradigm of realistic terahertz channel modeling	29
Channel measurement and path loss modeling from 220 GHz to 330 GHz for 6G wireless communications	28
V2I based environment perception for autonomous vehicles at intersections	28
Channel estimation for reconfigurable intelligent surface assisted wireless communication systems in mobility scenarios	27
Load balancing routing algorithm based on extended link states in LEO constellation network	27
Joint computing and communication resource allocation for satellite communication networks with edge computing	27
Enhanced reconfigurable intelligent surface assisted mmWave communication: A federated learning approach	27
Anti-D chain: A lightweight DDoS attack detection scheme based on heterogeneous ensemble learning in blockchain	26
A color image encryption algorithm based on 2D-CIMM chaotic map	26
Double-edge intelligent integrated satellite terrestrial networks	25
A federated bidirectional connection broad learning scheme for secure data sharing in Internet of Vehicles	25
Joint trajectory and power optimization for securing UAV communications against active eavesdropping	25
Proactive load balancing mechanism for fog computing supported by parked vehicles in IoV-SDN	25
Secure multigroup multicast communication systems via intelligent reflecting surface	25
Deep reinforcement learning-based URLLC-aware task offloading in collaborative vehicular networks	25
Energy model for UAV communications: Experimental validation and model generalization	24
CNN-based intelligent safety surveillance in green IoT applications	24
Performance analysis of NOMA-based cooperative networks with relay selection	24
Intelligent passive detection of aerial target in space-air-ground integrated networks	24
Building a large-scale and wide-area quantum Internet based on an OSI-alike model	23
A game-theoretic perspective on resource management for large-scale UAV communication networks	23
Jointly optimized request dispatching and service placement for MEC in LEO network	23
Generative adversarial network-based electromagnetic signal classification: A semi-supervised learning framework	23
Ambient backscatter communications over NOMA downlink channels	23
Wideband channel estimation for THz massive MIMO	22
Enhancing clustering stability in VANET: A spectral clustering based approach	22
Hybrid Marine predators optimization and improved particle swarm optimization-based optimal cluster routing in wireless sensor networks (WSNs)	22
WiFi CSI gesture recognition based on parallel LSTM-FCN deep space-time neural network	22
Joint 3D trajectory and resource optimization for a UAV relay-assisted cognitive radio network	22
AIRIS: Artificial intelligence enhanced signal processing in reconfigurable intelligent surface communications	22
NOMA-based UAV communications for maritime coverage enhancement	22
Joint allocation of wireless resource and computing capability in MEC-enabled vehicular network	22
Terahertz orbital angular momentum: Generation, detection and communication	22
Edge caching in blockchain empowered 6G	22
QMCR: A Q-learning-based multi-hop cooperative routing protocol for underwater acoustic sensor networks	21
Multi-UAV network assisted intelligent edge computing: Challenges and opportunities	21
Digital watermarking secure scheme for remote sensing image protection	21
IoT-Fog architectures in smart city applications: A survey	21
NOMA-based energy-efficient task scheduling in vehicular edge computing networks: A self-imitation learning-based approach	21

Robust image watermarking based on generative adversarial network	21
Joint beamforming for intelligent reflecting surface aided wireless communication using statistical CSI	20
Reinforcement learning-based sensitive semantic location privacy protection for VANETs	20
Mobility-aware partial computation offloading in vehicular networks: A deep reinforcement learning based scheme	20
Introduction to wireless endogenous security and safety: Problems, attributes, structures and functions	20
Efficient channel estimation techniques for MIMO systems with 1-bit ADC	20
Joint beamforming optimization for reconfigurable intelligent surface-enabled MISO-OFDM systems	19
Clustering and resource allocation strategy for D2D multicast networks with machine learning approaches	19
Investigation of model ensemble for fine-grained air quality prediction	19
A novel improved artificial bee colony and blockchain-based secure clustering routing scheme for FANET	19
An algorithm based on markov chain to improve edge cache hit ratio for blockchain-enabled IoT	18
THz channel modeling: Consolidating the road to THz communications	18
An overview of privacy preserving schemes for industrial Internet of Things	18
Joint precoding schemes for flexible resource allocation in high throughput satellite systems based on beam hopping	18
Routing protocol for heterogeneous FANETs with mobility prediction	18
An overview of wireless communication technology using deep learning	18
Joint resource allocation and admission control in sliced fog radio access networks	18
MEC-assisted flexible transcoding strategy for adaptive bitrate video streaming in small cell networks	17
Joint power-trajectory-scheduling optimization in a mobile UAV-enabled network via alternating iteration	17
Secrecy capacity maximization for a UAV-assisted MEC system	17
A joint power and bandwidth allocation method based on deep reinforcement learning for V2V communications in 5G	17
BC-BLPM: A multi-level security access control model based on blockchain technology	17
Secrecy rate analysis for reconfigurable intelligent surface-assisted mimo communications with statistical CSI	16
Guest editorial: 6G mobile networks: Emerging technologies and applications	16
User association and power allocation for UAV-assisted networks: A distributed reinforcement learning approach	16
Reinforcement learning based dynamic spectrum access in cognitive Internet of Vehicles	16
Robust artificial noise-aided beamforming for a secure MISO-NOMA visible light communication system	16
Hybrid NOMA based MIMO offloading for mobile edge computing in 6G networks	15
A secure mutual authentication scheme of blockchain-based in WBANs	15
An efficient trajectory planning for cellular-connected UAV under the connectivity constraint	15
Secure transmission for NOMA systems with imperfect SIC	15
Dynamic uplink transmission scheduling for satellite Internet of Things applications	15
Marine mobile wireless channel modeling based on improved spatial partitioning ray tracing	15
Novel private data access control scheme suitable for mobile edge computing	15
Power allocation for NOMA in D2D relay communications	15
New delay Doppler communication paradigm in 6G era: A survey of orthogonal time frequency space (OTFS)	14
Searchable encryption cloud storage with dynamic data update to support efficient policy hiding	14
Building a cloud-based energy storage system through digital transformation of distributed backup battery in mobile base stations	14
A shortest-path tree approach for routing in space networks	14
A receiver-forwarding decision scheme based on Bayesian for NDN-VANET	14
FEW-NNN: A fuzzy entropy weighted natural nearest neighbor method for flow-based network traffic attack detection	14
When edge computing meets IoT systems: Analysis of case studies	14
Design and implementation of initial cell search in 5G NR systems	14
Spectral and energy efficiency of line-of-sight OAM-MIMO communication systems	13
Multi-stage hierarchical channel allocation in UAV-assisted D2D networks: A stackelberg game approach	13
Frequency-hopping frequency reconnaissance and prediction for non-cooperative communication network	13
Directional source localization based on RSS-AOA combined measurements	13
AoA-based channel estimation for massive MIMO OFDM communication systems on high speed rails	13
A network-level connected autonomous driving evaluation platform implementing C-V2X technology	13
Online computation offloading and trajectory scheduling for UAV-enabled wireless powered mobile edge computing	13
Sparsity-aware channel estimation for mmWave massive MIMO: A deep CNN-based approach	13
Holistic service-based architecture for space-air-ground integrated network for 5G-advanced and beyond	13
A new solution based on optimal link-state routing for named data MANET	13
Terahertz band: Lighting up next-generation wireless communications	13
Throughput maximization for multi-UAV enabled millimeter wave WPCN: Joint time and power allocation	12
HCloud: A trusted JointCloud serverless platform for IoT systems with blockchain	12
Design and analysis of novel Ka band NOMA uplink relay system for Lunar farside exploration	12
Dynamic task offloading for digital twin-empowered mobile edge computing via deep reinforcement learning	12
Secure performance analysis and optimization for FD-NOMA vehicular communications	12
Design and fabrication of a low-loss microstrip lowpass-bandpass diplexer for WiMAX applications	12
A predictive 6G network with environment sensing enhancement: From radio wave propagation perspective	12
Secure and efficient computing resource management in blockchain-based vehicular fog computing	11
A survey on belief propagation decoding of polar codes	11
Characteristic insights on industrial cyber security and popular defense mechanisms	11
On the performance of active analog self-interference cancellation techniques for beyond 5G systems	11
Multiple emitters localization by UAV with nested linear array: System scheme and 2D-DOA estimation algorithm	11
Joint task scheduling, resource allocation, and UAV trajectory under clustering for FANETs	11
Evolution of road traffic congestion control: A survey from perspective of sensing, communication, and computation	11
Joint trajectory and passive beamforming optimization in IRS-UAV enhanced anti-jamming communication networks	11
Beamforming optimization for RIS-aided SWIPT in cell-free MIMO networks	11
Secure transmission in satellite-UAV integrated system against eavesdropping and jamming: A two-level stackelberg game model	11
A survey on routing algorithms for opportunistic mobile social networks	11
Security risk prevention and control deployment for 5G private industrial networks	11
6G service coverage with mega satellite constellations	11
Two-layer coupled network model for topic derivation in public opinion propagation	11
Fully connected feedforward neural networks based CSI feedback algorithm	11
RNN-based demand awareness in smart library using CRFID	11
Design and analysis of spatial modulation based orthogonal time frequency space system	11
Guarding legal communication with smart jammer: Stackelberg game based power control analysis	11
A continuous authentication protocol without trust authority for zero trust architecture	11

Spatial modulation-based ambient backscatter: Bringing energy self-sustainability to massive internet of everything in 6G	11
Three-dimensional cooperative localization via space-air-ground integrated networks	11
Intelligent task offloading and collaborative computation in multi-UAV-enabled mobile edge computing	11
Tracking your browser with high-performance browser fingerprint recognition model	10
Privacy-preserving collaborative filtering algorithm based on local differential privacy	10
A 3-D hybrid dynamic channel model for indoor THz communications	10
Distributed asynchronous learning for multipath data transmission based on P-DDQN	10
Modulation recognition in maritime multipath channels: A blind equalization-aided deep learning approach	10
Multi-resources management in 6G-oriented terrestrial-satellite network	10
A user-friendly SSVEP-based BCI using imperceptible phase-coded flickers at 60Hz	10
AI enlightens wireless communication: Analyses, solutions and opportunities on CSI feedback	10
A 20.8-Gbps dual-carrier wireless communication link in 220-GHz band	10
Research on multi-authority CP-ABE access control model in multicloud	9
Overfitting reduction of pose estimation for deep learning visual odometry	9
A throughput-aware joint vehicle route and access network selection approach based on SMDP	9
Spectral efficiency of superimposed pilots in cell-free massive MIMO systems with hardware impairments	9
Digital signature based on ISRSAC	9
Network protocol recognition based on convolutional neural network	9
Multi-vehicle cooperative positioning based on edge-computed multidimensional scaling	9
OFDM based bidirectional multi-relay SWIPT strategy for 6G IoT networks	9
Delay minimization for intelligent reflecting surface assisted federated learning	9
Service customized space-air-ground integrated network for immersive media: Architecture, key technologies, and prospects	9
Joint computing and communication resource allocation for edge computing towards Huge LEO networks	9
Low bit rate underwater video image compression and coding method based on wavelet decomposition	9
Flex ethernet technology and application in 5G mobile transport network	9
BER analysis of NOMA with max-min relay selection	9
Physical layer security for UAV communications: A comprehensive survey	9
Edge-coordinated energy-efficient video analytics for digital twin in 6G	9
Dual-hop deep space-terrestrial FSO/RF communication under solar scintillation: Performance analysis and challenges	9
Energy-efficient power allocation for IoT devices in CR-NOMA networks	9
A blockchain-based credible and secure education experience data management scheme supporting for searchable encryption	9
A distributed computing framework based on lightweight variance reduction method to accelerate machine learning training on blockchain	9
High stable and accurate vehicle selection scheme based on federated edge learning in vehicular networks	9
Performance analysis of cooperative NOMA based intelligent mobile edge computing system	9
An improved convolutional neural network based indoor localization by using Jenks natural breaks algorithm	9
Time-critical tasks implementation in MEC based multi-robot cooperation systems	9
LED adaptive deployment optimization in indoor VLC networks	9
Performance of free space optical communication system based on M-ary PPM modulation over double generalized gamma channel	8
Timely updates in MEC-assisted status update systems: Joint task generation and computation offloading scheme	8
BER performance of FSO communication system with differential signaling over correlated atmospheric turbulence fading	8
Spectrum prediction based on GAN and deep transfer learning: A cross-band data augmentation framework	8
Game theoretical secure wireless communication for UAV-assisted vehicular Internet of Things	8
Hybrid image compression-encryption scheme based on multilayer stacked autoencoder and logistic map	8
Specific emitter identification for IoT devices based on deep residual shrinkage networks	8
UAV-assisted data offloading for smart container in offshore maritime communications	8
Asymptotic analysis and precoding design of integrated access and backhaul in full-duplex mmWave networks	8
CGR-QV: A virtual topology DTN routing algorithm based on queue scheduling	8
GRSA: Service-aware flow scheduling for cloud storage datacenter networks	8
Intelligent decision making framework for 6G network	8
A new nonlinear companding algorithm based on tangent linearization processing for PAPR reduction in OFDM systems	8
Spectrum sensing via temporal convolutional network	8
Achieving fuzzy matching data sharing for secure cloud-edge communication	8
Q-greedyUCB: A new exploration policy to learn resource-efficient scheduling	8
BCTCP: A feedback-based congestion control method	8
A fast and accurate LEO satellite-based direct position determination assisted by TDOA measurements	8
AI assisted PHY in future wireless systems: Recent developments and challenges	8
Secured cloud data migration technique by competent probabilistic public key encryption	8
ReLFA: Resist link flooding attacks via renyi entropy and deep reinforcement learning in SDN-IoT	8
Terahertz direct modulation techniques for high-speed communication systems	8
On connectivity of flying ad hoc networks in the presence of ground terminal	8
Intelligent reflecting surfaces enabled cognitive internet of things based on practical pathloss model	8
Research on intelligent logic design and application of campus MMTC scene based on 5G slicing technology	8
Benefits analysis of beam hopping in satellite mobile system with unevenly distributed traffic	8
Adaptive cascaded high-resolution source localization based on collaboration of multi-UAVs	8
Distributed deep learning for cooperative computation offloading in low earth orbit satellite networks	8
Non-orthogonal multiple access in cell-free massive MIMO networks	8
Clustered federated learning with weighted model aggregation for imbalanced data	7
Deepnoise: Learning sensor and process noise to detect data integrity attacks in CPS	7
On latency reductions in vehicle-to-vehicle networks by random linear network coding	7
Configurable virtual MIMO via UAV swarm: Channel modeling and spatial correlation analysis	7
DCGAN based spectrum sensing data enhancement for behavior recognition in self-organized communication network	7
Better platooning toward autonomous driving: Inter-vehicle communications with directional antenna	7
Adaptive learning-based delay-sensitive and secure edge-end collaboration for multi-mode low-carbon power IoT	7
Integration of communication and computing in blockchain-enabled multi-access edge computing systems	7
Multi-objective deep reinforcement learning based time-frequency resource allocation for multi-beam satellite communications	7
Erasure-correction-enhanced iterative decoding for LDPC-RS product codes	7
Capacity optimization using augmented lagrange method in intelligent reflecting surface-based MIMO communication systems	7
Multi-person device-free gesture recognition using mmWave signals	7
Achieving fine-grained and flexible access control on blockchain-based data sharing for the Internet of Things	7
Term-based pooling in convolutional neural networks for text classification	7
Passive beamforming design for intelligent reflecting surface assisted MIMO systems	7
Sub-terahertz channel sounder: Review and future challenges	7
6G mobile network requirements and technical feasibility study	7
Blockchain and MEC-assisted reliable billing data transmission over electric vehicular network: An actor—critic RL approach	7
Active user and data detection for uplink grant-free NOMA systems	7
Novel PAPR reduction scheme based on continuous nonlinear piecewise companding transform for OFDM systems	7
Privacy-preserving deep learning on big data in cloud	7
Green concerns in federated learning over 6G	7
A one-time pad encryption scheme based on efficient physical-layer secret key generation for intelligent IoT system	7
Performance analysis of sparse array based massive MIMO via joint convex optimization	7
Relay-assisted secure short-packet transmission in cognitive IoT with spectrum sensing	7
Transmit diversity scheme design for rectangular pulse shaping based OTFS	7
C-V2X equipment identification management and authentication mechanism	7
Transfer learning algorithm design for feature transfer problem in motor imagery brain-computer interface	7
Textual content prediction via fuzzy attention neural network model without predefined knowledge	7