Physical Communication

Article	Citations
Deep reinforcement learning based mobile edge computing for intelligent Internet of Things	81
Hybrid genetic-sweep algorithm to solve the vehicle routing problem with drones	75
Battery-constrained federated edge learning in UAV-enabled IoT for B5G/6G networks	62
UAVs path planning architecture for effective medical emergency response in future networks	60
Ultra-reliable MU-MIMO detector based on deep learning for 5G/B5G-enabled IoT	55
A parallel joint optimized relay selection protocol for wake-up radio enabled WSNs	51
Injection attack detection using machine learning for smart IoT applications	47
Intelligent secure mobile edge computing for beyond 5G wireless networks	41
Task offloading for vehicular edge computing with imperfect CSI: A deep reinforcement approach	41
Deep reinforcement learning based IRS-assisted mobile edge computing under physical-layer security	39
Performance analysis for IRS-assisted MEC networks with unit selection	37
Intelligent reflecting surface assisted MIMO communication system: A review	36
A survey on UAV placement optimization for UAV-assisted communication in 5G and beyond networks	36
Security concerns on machine learning solutions for 6G networks in mmWave beam prediction	34
Resource allocation trends for ultra dense networks in 5G and beyond networks: A classification and comprehensive survey	34
Optimal power allocation for NOMA-enabled D2D communication with imperfect SIC decoding	33
Physical layer attack identification and localization in cyber–physical grid: An ensemble deep learning based approach	29
Spectrum sensing in cognitive radio networks and metacognition for dynamic spectrum sharing between radar and communication system: A review	29
UAV caching in 6G networks: A Survey on models, techniques, and applications	27
Power allocation scheme for maximizing spectral efficiency and energy efficiency tradeoff for uplink NOMA systems in B5G/6G	27
Impact of direct links on Intelligent Reflect Surface-aided MEC networks	27
Deep learning-based flexible joint channel estimation and signal detection of multi-user OFDM-NOMA	25
Integration of multi access edge computing with unmanned aerial vehicles: Current techniques, open issues and research directions	24
Outage analysis of NOMA-based cooperative relay systems with imperfect SIC	24
Joint resource allocation and power control for D2D communication with deep reinforcement learning in MCC	23

Blockchain and 5G integrated softwarized UAV network management: Architecture, solutions, and challenges	23
An effective metaheuristic based node localization technique for wireless sensor networks enabled indoor communication	23
Radio frequency fingerprinting identification for Zigbee via lightweight CNN	22
Blockchain for securing aerial communications: Potentials, solutions, and research directions	21
Mobility-aware dynamic offloading strategy for C-V2X under multi-access edge computing	21
Delay optimization and energy balancing algorithm for improving network lifetime in fixed wireless sensor networks	21
UWB LOS/NLOS identification in multiple indoor environments using deep learning methods	21
A frequency hopping pattern inspired bionic underwater acoustic communication	20
High speed integrated RF–VLC data communication system: Performance constraints and capacity considerations	19
Secrecy sum rate maximization for a MIMO-NOMA uplink transmission in 6G networks	19
D2D-enabled resource management in secrecy-ensured 5G and beyond Heterogeneous networks	18
Enhancing security in multicasting through correlated Nakagami-m f	18
A multi-user service migration scheme based on deep reinforcement learning and SDN in mobile edge computing	18
Deep learning based detection technique for FSO communication systems	18
Automatic modulation classification using KELM with joint features of CNN and LBP	18
Physical layer security using beamforming techniques for 5G and beyond networks: A systematic review	18
Mobile sink-based data collection in event-driven wireless sensor networks using a modified ant colony optimization	17
COLREGS-based collision avoidance algorithm for unmanned surface vehicles using modified artificial potential fields	17
Trusted node selection in clusters for underwater wireless acoustic sensor networks using fuzzy logic	17
Reconfigurable intelligent surface assisted mobile network with randomly moving user over Fisher-Snedecor fading channel	17
An adaptive deep learning-based UAV receiver design for coded MIMO with correlated noise	17
Deep learning based physical layer security for terrestrial communications in 5G and beyond networks: A survey	16
Blockchain-based group authentication scheme for 6G communication network	16
System throughput maximization in IRS-assisted phase cooperative NOMA networks	16
Region coverage-aware path planning for unmanned aerial vehicles: A systematic review	16
A vision towards integrated 6G communication networks: Promising technologies, architecture, and use-cases	16
Clustering and power optimization in mmWave massive MIMO–NOMA systems	16
Performance analysis of overlay cognitive NOMA network with imperfect SIC and imperfect CSI	16
URLLC resource slicing and scheduling for trustworthy 6G vehicular services: A federated reinforcement learning approach	15
Adaptive cooperative routing transmission for energy heterogeneous wireless sensor networks	15
Identifying physical-layer attacks for IoT security: An automatic modulation classification approach using multi-module fusion neural network	15
A novel deep deterministic policy gradient model applied to intelligent transportation system security problems in 5G and 6G network scenarios	15
Dual adaption based evolutionary algorithm for optimized the smart healthcare communication service of the Internet of Things in smart city	14
Blockchain aware proxy re-encryption algorithm-based data sharing scheme	14
Bit error rate evaluation of relay-aided cooperative NOMA with energy harvesting under imperfect SIC and CSI	14
MaReSPS for energy efficient spectral precoding technique in large scale MIMO-OFDM	14
Improving wireless indoor non-intrusive load disaggregation using attention-based deep learning networks	14
An ultra-reliable and low latency communications assisted modulation based non-orthogonal multiple access scheme	13
Smart delivery and retrieval of swab collection kit for COVID-19 test using autonomous Unmanned Aerial Vehicles	13
Digital Self-interference cancellation in the era of machine learning: A comprehensive review	13
Spectral and energy efficiency for uplink massive MIMO systems with mixed-ADC architecture	13
Multi-task learning approach for modulation and wireless signal classification for 5G and beyond: Edge deployment via model compression	13
Access point selection in beyond 5G hybrid MmWave/Wi-Fi/Li-Fi network	13
Joint design of transmit beamforming, IRS platform, and power splitting SWIPT receivers for downlink cellular multiuser MISO	13
Performance analysis and optimization for UAV-based FSO communication systems	13
Efficient PAPR reduction scheme for OFDM-NOMA systems based on DSI & precoding methods	12
Covert non-orthogonal multiple access communication assisted by multi-antenna jamming	12
On secrecy analysis of UAV-enabled relaying NOMA systems	12
Prioritizing the multi-criterial features based on comparative approaches for enhancing security of IoT devices	12
A new fog computing resource management (FRM) model based on hybrid load balancing and scheduling for critical healthcare applications	12

Ink-printed flexible wideband dipole array antenna for 5G applications	12
Cluster-based energy-efficient joint user association and resource allocation for B5G ultra-dense network	12
A Reinforcement Learning based evolutionary multi-objective optimization algorithm for spectrum allocation in Cognitive Radio networks	12
CADF-CSE: Chaotic map-based authenticated data access/sharing framework for IoT-enabled cloud storage environment	12
A low complexity enhanced-NOMA scheme to reduce inter-user interference, BER and PAPR in 5G wireless systems	12
Outage probability analysis in multi-user FSO/RF and UAV-enabled MIMO communication networks	12
Stochastic traffic flow modeling for multi-hop cooperative data dissemination in VANETs	12
Channel estimation by reduced dimension decomposition for millimeter wave massive MIMO system	12
Novel transceiver beamforming schemes for a MIMO-GFDM system	11
Error performance of cooperative relaying systems empowered by SWIPT and NOMA	11
Fractional Frequency Reuse in Ultra Dense Networks	11
Joint power allocation and collaborative beamforming for physical layer security in underlay CR NOMA relay systems	11
Feasibility study of 28 GHz and 38 GHz millimeter-wave technologies for fog radio access networks using multi-slope path loss model	11
An efficient SLM technique based on migrating birds optimization algorithm with cyclic bit flipping mechanism for PAPR reduction in UFMC waveform	11
Balancing module in evolutionary optimization and Deep Reinforcement Learning for multi-path selection in Software Defined Networks	11
Bit and Packet Error Rate evaluations for Half-Cycle stage cooperation on 6G wireless networks	11
Game theory-based radio resource allocation in NOMA vehicular communication networks supported by UAV	11
Performance analysis of Hexagonal QAM constellations on quadrature spatial modulation with perfect and imperfect channel estimation	10
Performance analysis of AF relaying assisted NOMA system with imperfect CSI and SIC	10
DRL-M4MR: An intelligent multicast routing approach based on DQN deep reinforcement learning in SDN	10
Traffic flow monitoring in software-defined network using modified recursive learning	10
Enabling 5G indoor services for residential environment using VLC technology	10
Energy-efficient beamforming optimization for MISO communication based on reconfigurable intelligent surface	10
Equivalent channel-based joint hybrid precoding/combining for large-scale MIMO systems	10
On the second order statistics of N-hop FSO communications over N-gamma-gamma turbulence induced fading channels	10
Pilot contamination mitigation under smart pilot allocation strategies within massive MIMO-5G system	10
An efficient packet parser architecture for software-defined 5G networks	10
Identification and micro-motion parameter estimation of non-cooperative UAV targets	10
Group mobility assisted network selection framework in 5G vehicular cognitive radio networks	10
Deep-BiGRU based channel estimation scheme for MIMO–FBMC systems	10
Deep multi-task learning model for time series prediction in wireless communication	10
Joint precoding and equalization design for reduced-CP OTFS based on the compact input–output model	10
Stochastic modelling and analysis of mobility models for intelligent software defined internet of vehicles	10
An IOT based smart grid system for advanced cooperative transmission and communication	10
UAV relaying assisted transmission optimization with caching in vehicular networks	9
Joint UAV trajectory and power allocation optimization for NOMA in cognitive radio network	9
An effective PSO-based power allocation for target tracking in MIMO radar with widely separated antennas	9
An overview of simultaneous wireless information and power transfer in massive MIMO networks: A resource allocation perspective	9
Time-series data optimized AR/ARMA model for frugal spectrum estimation in Cognitive Radio	9
Low complexity based scheduling methods for multi-user MIMO systems	9
Unified approach to effective capacity for generalised fading channels	9
A UAV-aided channel sounder for air-to-ground channel measurements	9
Adaptive population-based multi-objective optimization in SDN controllers for cost optimization	9
A lightweight cell switching and traffic offloading scheme for energy optimization in ultra-dense heterogeneous networks	9
Improved Gaussian mixture modeling for accurate Wi-Fi based indoor localization systems	9
HyPASS: Design of hybrid-SDN prevention of attacks of source spoofing with host discovery and address validation	9
Resource management for traffic imbalance problem in green cognitive radio networks	9
A parallel chaotic sailfish optimization algorithm for estimation of DOA in wireless sensor array	9
Secrecy rate maximization for hardware impaired untrusted relaying network with deep learning	9
An approximate-computing empowered green 6G downlink	9
Centralized spectrum sensing based on covariance matrix decomposition and particle swarm clustering	9
Intelligent resource allocation for transmission security on IRS-assisted spectrum sharing systems with OFDM	9
A genetic algorithm-based approach for solving the target Q-coverag	9
Computation efficiency maximization for secure UAV-enabled mobile edge computing networks	9
Radio frequency fingerprint identification based on stream differential constellation trace figures	9
Low complexity FBMC for wireless MIMO systems	9
On the effective capacity of IRS-assisted wireless communication	9
Internet of Things in healthcare: A survey on protocol standards, enabling technologies, WBAN architectures and open issues	9
An energy efficient scheme by exploiting multi-hop D2D communications for 5G networks	9
Joint offloading design and bandwidth allocation for RIS-aided multiuser MEC networks	9
Deconvolution Feature Fusion for traffic signs detection in 5G driven unmanned vehicle	9
Performance analysis of downlink NOMA system with diversity combining schemes overη	9
Enhancing network lifespan in wireless sensor networks using deep learning based Graph Neural Network	9
Outage performance of UAV-assisted AF relaying with hardware impairments	9
Underdetermined Blind Source Separation for linear instantaneous mixing system in the non-cooperative wireless communication	9
Optimal resource scheduling algorithm for cell boundaries users in heterogenous 5G networks	9
Vertical federated DNN training	8
Droid-MCFG: Android malware detection system using manifest and control flow traces with multi-head temporal convolutional network	8
Modeling and analysis of self-interference impaired two-user cooperative MIMO-NOMA system	8
Profit maximization in cache-aided intelligent computing networks	8
Blind channel estimation for DCO-OFDM based vehicular visible light communication	8
The design of an indoor high-precision multi-source wireless positioning system in B5G environment	8
FEM: Feature extraction and mapping for radio modulation classification	8
Signal detection with co-channel interference using deep learning	8
Performance analysis of Power-Domain NOMA and NOMA-2000 on AWGN and Rayleigh fading channels	8
Secured data transmissions in corporeal unmanned device to device using machine learning algorithm	8
An artificial hummingbird algorithm based localization with reduced number of reference nodes for wireless sensor networks	8
Analysis of fluctuations of antenna pattern in U-V2X communications	8
Host-to-host TCP/IP connection over serial ports using visible light communication	8
Unsupervised LoS/NLoS identification in mmWave communication using two-stage machine learning framework	8

Artificial-intelligence-based algorithms in multi-access edge computing for the performance optimization control of a benchmark microgrid	8
A Novel Approach for Pivot-based Sensor Fusion of Small Satellites	8
Deep Q-learning based optimal resource allocation method for energy harvested cognitive radio networks	8
Nonlinear companding transforms for reducing the PAPR of OTFS signal	8
Adaptive coding clustered routing protocol for energy efficient and reliable WSN	8
CEAR: A cooperation based energy aware reward scheme for next generation green cognitive radio networks	8
Role switching and power allocation technique for mobile users in non-orthogonal multiple access	8
Replacement based content popularity and cache gain for 6G Content-Centric network	8
Optimal power allocation for the multiple-sensor single-DF relay based IoT networks under transceiver hardware impairments	8
A robust filter bank multicarrier system as a candidate for 5G	7
Cross-layer design based hybrid MAC protocol for cognitive radio network	7
C-TOL: Convex triangulation for optimal node localization with weighted uncertainties	7
Design and analysis of grouping subcarrier index modulation for differential chaos shift keying communication system	7
Deployment and trajectory design of fixed-wing UAVs in NOMA assisted wireless networks	7
Impact of channel correlation on network coded cooperation with two sources	7
Intelligent radio resource management in reconfigurable IRS-enabled NOMA networks	7
Secrecy rate maximization in multi-IRS mmWave networks	7
On the impact of IQI on cooperative NOMA with direct links in the presence of imperfect CSI	7
S-PoDL: A two-stage computational-efficient consensus mechanism for blockchain-enabled multi-access edge computing	7
TCVQ-SVM algorithm for narrowband spectrum sensing	7
Secure efficiency maximization for UAV-assisted mobile edge computing networks	7
Artificial intelligence techniques for rate maximization in interference channels	7
Blind reconstruction of punctured convolutional codes	7
Robust automatic modulation classification based on convolutional and recurrent fusion network	7
Design and performance evaluation of FBMC-based Orthogonal Time–Frequency Space (OTFS) system	7
Elastic multi-connectivity in 5G networks	7
Random sampling for effective spectrum sensing in cognitive radio time slotted environment	7
Throughput maximization of an IRS-assisted wireless powered network with interference: A deep unsupervised learning approach	7
RSSI-based hybrid algorithm for real-time tracking in underground mining by using RFID technology	7
A deep reinforcement learning for energy efficient resource allocation Intelligent Reflecting Surface (IRS) driven Non-Orthogonal Multiple Access Beamforming (NOMA-BF)	7
Energy-efficient power allocation in cell-free massive MIMO with zero-forcing: First order methods	7
Energy and spectral efficiencies trade-off in MIMO-NOMA system under user-rate fairness and variable user per cluster	6
Automatic digital modulation recognition in the presence of alpha-stable noise	6
Optimal power splitting for MIMO SWIPT relaying systems with direct link in IoT networks	6
Intelligent spectrum management based on reinforcement learning schemes in cooperative cognitive radio networks	6
Optimum DCT type-I based transceiver model and effective channel estimation for uplink NB-IoT system	6
Effect of scattering phase function on underwater visible light communication channel models	6
An effective hybrid V2V/V2I transmission latency method based on LSTM neural network	6
An effective approach for initial access in 5G-millimeter wave-based Vehicle to Everything (V2X) communication using Improved Genetic Algorithm	6
Hybrid precoder designs for decentralized parameter estimation in millimeter wave (mmWave) sensor networks with perfect and imperfect CSI	6
Performance analysis of 5G Downlink Cooperative NOMA network with multi-antenna relay	6
Spectrum availability prediction based on RCS-GRU model	6
Performance of Electromagnetic Nanonetwork under relaying for plant monitoring	6
Distributed energy-efficiency maximization in energy-harvesting uplink NOMA relay ad-hoc networks: Game-theoretic modeling and analysis	6
Full/half duplex cooperative relaying NOMA network under power splitting based SWIPT: Performance analysis and optimization	6
Wireless powered cognitive radio networks with multiple antenna sources and hardware impairments	6
The technology of adversarial attacks in signal recognition	6
Application of fault detection using distributed sensors in smart cities	6
Complexity reduction of ordinary kriging algorithm for 3D REM design	6
Deep learning and expert knowledge based underwater acoustic OFDM receiver	6
On performance of full-duplex UAV system with multiple NOMA users and millimeter-wave communications	6
On the performance of FBMC-PAM systems in frequency-selective Rayleigh fading channels	6
Performance of Improved-DCSK system over land mobile satellite channel under effect of time-reversed chaotic sequences	6
XL-MIMO energy-efficient antenna selection under non-stationary channels	6
Transmit antenna selection for spatial modulation based on machine learning	6
Reference signal design to mitigate co-channel interference in 5G OFDM systems with multiple numerologies	6
Error rate performance of NOMA system with full-duplex cooperative relaying	6
Vision towards 5G: Comparison of radio propagation models for licensed and unlicensed indoor femtocell sensor networks	6
Energy-efficient resource optimization using game theory in hybrid NOMA assisted cognitive radio networks	6
An efficient hybrid energy harvesting protocol for cooperative NOMA systems: Error and outage performance	6
Secure energy efficiency maximization for dual-UAV-assisted intelligent reflecting surface system	6
Energy-efficient joint resource allocation in 5G HetNet using Multi-Agent Parameterized Deep Reinforcement learning	6
Performance analysis of RIS-assisted SM with I/Q imbalance	6
A type-aware coding approach for unequal message protection	6
Joint uplink–downlink resource allocation for energy efficient D2D underlaying cellular networks with many-to-one matching	5
Relay selection scheme based on deep reinforcement learning in wireless sensor networks	5
Swarmtrust: A swarm optimization-based approach to enhance trustworthiness in smart homes	5
A novel block-chain based secure cross-domain interaction approach for intelligent transportation systems	5
Anomaly detection method for vehicular network based on collaborative deep support vector data description	5
Latency optimization for Federated Learning over Wireless Power Transfer	5
Energy optimization for optimal location in 5G networks using improved Barnacles Mating Optimizer	5
Design and performance evaluation of successive interference cancellation based Slotted Aloha MAC protocol	5
Fault diagnosis of coal-mine-gas charging sensor networks using iterative learning-control algorithm	5
Protograph bit-interleaved coded modulation: A bandwidth-efficient design paradigm for 6G wireless communications	5
Capacity analysis of the fluctuating double-Rayleigh with line-of-sight fading channel	5
Research on privacy protection of multi source data based on improved gbdt federated ensemble method with different metrics	5
A matching-theoretic approach to resource allocation in D2D-enabled downlink NOMA cellular networks	5
Continuous-unconstrained and global optimization for PSO-PTS based PAPR reduction of OFDM signals	5
Enhanced cooperative behavior and fair spectrum allocation for intelligent IoT devices in cognitive radio networks	5
Autonomous DRL-based energy efficient VM consolidation for cloud data centers	5
Least minimum symbol error rate based post-distortion for adaptive mobile VLC transmission with receiver selection	5
An Enhanced Deep Reinforcement Learning-based Slice Acceptance Control System (EDRL-SACS) for Cloud–Radio Access Network	5
VLC systems using NOMA techniques: An overview	5
A hybrid fast inference approach with distributed neural networks for edge computing enabled UAV swarm	5
Deep learning-based energy-efficient relay precoder design in MIMO-CRNs	5
Cooperative beamforming design for double-IRS-assisted MISO communication system	5
Investigation of RIS Enabled Mixed RF/VLC Relaying with Interference	5
Outage probability of multiple-IRS-assisted SISO wireless communications over Rician fading	5
Automatic modulation recognition based on a multiscale network with statistical features	5
RIS-assisted cell-free massive MIMO systems with reflection area: AP number reduction	5
Energy efficient collaborative computation for double-RIS assisted mobile edge networks	5
A cluster-based barrier construction algorithm in mobile Wireless Sensor Networks	5
Efficient iterative massive MIMO detection using Chebyshev acceleration	5
Physical random access signal design for 5G mobile satellite communication systems	5
Quality of Service based resource allocation in D2D enabled 5G-CNs with network slicing	5