Physical Communication

Article	Citations
Deep learning with LSTM based distributed data mining model for energy efficient wireless sensor networks	92
Deep reinforcement learning based mobile edge computing for intelligent Internet of Things	75
Efficient power allocation for NOMA-enabled IoT networks in 6G era	64
Hybrid genetic-sweep algorithm to solve the vehicle routing problem with drones	63
Hybrid PSO-GSA for energy efficient spectrum sensing in cognitive radio network	62
Intelligent intrusion detection based on federated learning aided long short-term memory	60
Optimization of vehicle routing problem for emergency cold chain logistics based on minimum loss	57
Battery-constrained federated edge learning in UAV-enabled IoT for B5G/6G networks	53
Ultra-reliable MU-MIMO detector based on deep learning for 5G/B5G-enabled IoT	51
UAVs path planning architecture for effective medical emergency response in future networks	50
Security threats, detection, and countermeasures for physical layer in cognitive radio networks: A survey	49
A parallel joint optimized relay selection protocol for wake-up radio enabled WSNs	48
Terahertz communications at various atmospheric altitudes	39
Intelligent secure mobile edge computing for beyond 5G wireless networks	38
Task offloading for vehicular edge computing with imperfect CSI: A deep reinforcement approach	37
Injection attack detection using machine learning for smart IoT applications	34
Deep reinforcement learning based IRS-assisted mobile edge computing under physical-layer security	33
Performance analysis for IRS-assisted MEC networks with unit selection	33
Coverage, Handoff and cost optimization for 5G Heterogeneous Network	33
Novel suboptimal approaches for hyperparameter tuning of deep neural network [under the shelf of optical communication]	33
Optimal power allocation for NOMA-enabled D2D communication with imperfect SIC decoding	32
Mobile-aware and relay-assisted partial offloading scheme based on parked vehicles in B5G vehicular networks	30
Intelligent reflecting surface assisted MIMO communication system: A review	29
Security concerns on machine learning solutions for 6G networks in mmWave beam prediction	29
A survey on UAV placement optimization for UAV-assisted communication in 5G and beyond networks	28

Immune genetic algorithm based multi-UAV cooperative target search with event-triggered mechanism	27
Intelligent handover decision scheme using double deep reinforcement learning	27
Resource allocation trends for ultra dense networks in 5G and beyond networks: A classification and comprehensive survey	26
Impact of direct links on Intelligent Reflect Surface-aided MEC networks	26
Deep learning based energy efficient optimal timetable rescheduling model for intelligent metro transportation systems	26
Power splitting versus time switching based cooperative relaying protocols for SWIPT in NOMA systems	25
Modified Grasshopper Optimization Algorithm for detection of Autism Spectrum Disorder	24
Surveying pervasive public safety communication technologies in the context of terrorist attacks	24
Power allocation scheme for maximizing spectral efficiency and energy efficiency tradeoff for uplink NOMA systems in B5G/6G	24
Spectrum sensing in cognitive radio networks and metacognition for dynamic spectrum sharing between radar and communication system: A review	22
Outage analysis of NOMA-based cooperative relay systems with imperfect SIC	22
Blockchain and 5G integrated softwarized UAV network management: Architecture, solutions, and challenges	22
UAV caching in 6G networks: A Survey on models, techniques, and applications	22
An effective metaheuristic based node localization technique for wireless sensor networks enabled indoor communication	22
Deep learning-based flexible joint channel estimation and signal detection of multi-user OFDM-NOMA	21
Radio frequency fingerprinting identification for Zigbee via lightweight CNN	20
Joint resource allocation and power control for D2D communication with deep reinforcement learning in MCC	20
High speed integrated RF–VLC data communication system: Performance constraints and capacity considerations	19
Integration of multi access edge computing with unmanned aerial vehicles: Current techniques, open issues and research directions	19
Blockchain for securing aerial communications: Potentials, solutions, and research directions	18
A frequency hopping pattern inspired bionic underwater acoustic communication	18
Physical layer attack identification and localization in cyber–physical grid: An ensemble deep learning based approach	18
Mobility-aware dynamic offloading strategy for C-V2X under multi-access edge computing	17
A multi-user service migration scheme based on deep reinforcement learning and SDN in mobile edge computing	17
Enhancing security in multicasting through correlated Nakagami-m f	17
UWB LOS/NLOS identification in multiple indoor environments using deep learning methods	16
D2D-enabled resource management in secrecy-ensured 5G and beyond Heterogeneous networks	16
An adaptive deep learning-based UAV receiver design for coded MIMO with correlated noise	16
Delay optimization and energy balancing algorithm for improving network lifetime in fixed wireless sensor networks	15
Reconfigurable intelligent surface assisted mobile network with randomly moving user over Fisher-Snedecor fading channel	15
Trusted node selection in clusters for underwater wireless acoustic sensor networks using fuzzy logic	15
Automatic modulation classification using KELM with joint features of CNN and LBP	15
Physical layer security using beamforming techniques for 5G and beyond networks: A systematic review	15
Clustering and power optimization in mmWave massive MIMO–NOMA systems	15
Secrecy sum rate maximization for a MIMO-NOMA uplink transmission in 6G networks	15
Optimal Deep Neural Network model based multimodality fused medical image classification	15
Efficient equalisers for OFDM and DFrFT-OCDM multicarrier systems in mobile E-health video broadcasting with machine learning perspectives	15
Mobile sink-based data collection in event-driven wireless sensor networks using a modified ant colony optimization	14
Energy aware resource allocation and complexity reduction approach for cognitive radio networks using game theory	14
Adaptive cooperative routing transmission for energy heterogeneous wireless sensor networks	14
Identifying physical-layer attacks for IoT security: An automatic modulation classification approach using multi-module fusion neural network	14
An ultra-reliable and low latency communications assisted modulation based non-orthogonal multiple access scheme	13
Joint trajectory and power optimization for UAV-relay-assisted Internet of Things in emergency	13
Relay sharing with DF and AF techniques in NOMA assisted Cognitive Radio Networks	13
Low-complexity AoA-driven pilot assignment for multi-cell massive MIMO systems	13
Deep learning based detection technique for FSO communication systems	13
NOMA and massive MIMO assisted physical layer security using artificial noise precoding	13
Throughput and energy efficiency maximization for UAV-assisted vehicular networks	13
Performance analysis of overlay cognitive NOMA network with imperfect SIC and imperfect CSI	13
Joint transmit antenna selection and precoding for millimeter wave massive MIMO systems	13

COLREGS-based collision avoidance algorithm for unmanned surface vehicles using modified artificial potential fields	12
Fractional frequency reuse based frequency allocation for 5G HetNet using master–slave algorithm	12
Blockchain-based group authentication scheme for 6G communication network	12
Spectral and energy efficiency for uplink massive MIMO systems with mixed-ADC architecture	12
A vision towards integrated 6G communication networks: Promising technologies, architecture, and use-cases	12
Cyber security vulnerabilities for outdoor vehicular visible light communication in secure platoon network: Review, power distribution, and signal to noise ratio analysis	12
Access point selection in beyond 5G hybrid MmWave/Wi-Fi/Li-Fi network	12
Identification of smart jammers: Learning-based approaches using wavelet preprocessing	12
Outage probability analysis in multi-user FSO/RF and UAV-enabled MIMO communication networks	12
URLLC resource slicing and scheduling for trustworthy 6G vehicular services: A federated reinforcement learning approach	11
Smart delivery and retrieval of swab collection kit for COVID-19 test using autonomous Unmanned Aerial Vehicles	11
Cluster-based energy-efficient joint user association and resource allocation for B5G ultra-dense network	11
Joint design of transmit beamforming, IRS platform, and power splitting SWIPT receivers for downlink cellular multiuser MISO	11
Improving wireless indoor non-intrusive load disaggregation using attention-based deep learning networks	11
Bit and Packet Error Rate evaluations for Half-Cycle stage cooperation on 6G wireless networks	11
Performance analysis and optimization for UAV-based FSO communication systems	11
Stochastic traffic flow modeling for multi-hop cooperative data dissemination in VANETs	11
Fractional Frequency Reuse in Ultra Dense Networks	11
Feasibility study of 28 GHz and 38 GHz millimeter-wave technologies for fog radio access networks using multi-slope path loss model	11
Windowed OFDM for small-cell 5G uplink	10
Bit error rate evaluation of relay-aided cooperative NOMA with energy harvesting under imperfect SIC and CSI	10
MaReSPS for energy efficient spectral precoding technique in large scale MIMO-OFDM	10
Novel transceiver beamforming schemes for a MIMO-GFDM system	10
Joint offloading design and bandwidth allocation for RIS-aided multiuser MEC networks	10
Ink-printed flexible wideband dipole array antenna for 5G applications	10
Stochastic modelling and analysis of mobility models for intelligent software defined internet of vehicles	10
Inverted pendulum model for turn-planning for biped robot	10
Performance analysis of AF relaying assisted NOMA system with imperfect CSI and SIC	10
A novel deep deterministic policy gradient model applied to intelligent transportation system security problems in 5G and 6G network scenarios	10
Error performance of cooperative relaying systems empowered by SWIPT and NOMA	10
A Reinforcement Learning based evolutionary multi-objective optimization algorithm for spectrum allocation in Cognitive Radio networks	10
An efficient SLM technique based on migrating birds optimization algorithm with cyclic bit flipping mechanism for PAPR reduction in UFMC waveform	10
On the second order statistics of N-hop FSO communications over N-gamma-gamma turbulence induced fading channels	10
Resource allocation for NOMA-based multicast cognitive radio networks with energy-harvesting relays	9
Dual adaption based evolutionary algorithm for optimized the smart healthcare communication service of the Internet of Things in smart city	9
Low complexity based scheduling methods for multi-user MIMO systems	9
Pilot contamination mitigation under smart pilot allocation strategies within massive MIMO-5G system	9
Efficient PAPR reduction scheme for OFDM-NOMA systems based on DSI & precoding methods	9
Covert non-orthogonal multiple access communication assisted by multi-antenna jamming	9
Identification and micro-motion parameter estimation of non-cooperative UAV targets	9
On secrecy analysis of UAV-enabled relaying NOMA systems	9
Deep-BiGRU based channel estimation scheme for MIMO–FBMC systems	9
Implementation and analysis of MultiCode MultiCarrier Code Division Multiple Access (MC–MC CDMA) in IEEE 802.11ah for UAV Swarm communication	9
Multi-task learning approach for modulation and wireless signal classification for 5G and beyond: Edge deployment via model compression	9
Joint precoding and equalization design for reduced-CP OTFS based on the compact input–output model	9
Digital Self-interference cancellation in the era of machine learning: A comprehensive review	9
Underdetermined Blind Source Separation for linear instantaneous mixing system in the non-cooperative wireless communication	9
A parallel chaotic sailfish optimization algorithm for estimation of DOA in wireless sensor array	9
Uplink communications with AWGGN over non-homogeneous fading channels	9
Centralized spectrum sensing based on covariance matrix decomposition and particle swarm clustering	9
A low complexity enhanced-NOMA scheme to reduce inter-user interference, BER and PAPR in 5G wireless systems	9
Group mobility assisted network selection framework in 5G vehicular cognitive radio networks	9
Optimal resource scheduling algorithm for cell boundaries users in heterogenous 5G networks	9
TCVQ-SVM algorithm for narrowband spectrum sensing	8
Channel estimation by reduced dimension decomposition for millimeter wave massive MIMO system	8
Joint UAV trajectory and power allocation optimization for NOMA in cognitive radio network	8
Equivalent channel-based joint hybrid precoding/combining for large-scale MIMO systems	8
Joint power allocation and collaborative beamforming for physical layer security in underlay CR NOMA relay systems	8
Identification and parameter estimation algorithm of radar signal subtle features	8
DRL-M4MR: An intelligent multicast routing approach based on DQN deep reinforcement learning in SDN	8
AOA-based drone localization using wireless sensor-doublets	8
Improved Gaussian mixture modeling for accurate Wi-Fi based indoor localization systems	8
Resource management for traffic imbalance problem in green cognitive radio networks	8
Blockchain aware proxy re-encryption algorithm-based data sharing scheme	8
Balancing module in evolutionary optimization and Deep Reinforcement Learning for multi-path selection in Software Defined Networks	8
Performance analysis of downlink NOMA system with diversity combining schemes over η	8
Deconvolution Feature Fusion for traffic signs detection in 5G driven unmanned vehicle	8
Game theory-based radio resource allocation in NOMA vehicular communication networks supported by UAV	8
Traffic flow monitoring in software-defined network using modified recursive learning	8
A Novel Approach for Pivot-based Sensor Fusion of Small Satellites	8
A decision confidence based multiuser MIMO cooperative spectrum sensing in CRNs	8
DNS anti-attack machine learning model for DGA domain name detection	8
Time-series data optimized AR/ARMA model for frugal spectrum estimation in Cognitive Radio	8
Deep multi-task learning model for time series prediction in wireless communication	8
Analysis of MRT/MRC diversity techniques to enhance the detection performance for MIMO signals in full-duplex wireless relay networks with transceiver hardware impairment	8
Enabling 5G indoor services for residential environment using VLC technology	8
Elastic multi-connectivity in 5G networks	7
Radio frequency fingerprint identification based on stream differential constellation trace figures	7
HyPASS: Design of hybrid-SDN prevention of attacks of source spoofing with host discovery and address validation	7
Signal detection with co-channel interference using deep learning	7

A learning automata-based algorithm for solving the target k-coverage	7
A novel spatial beam training strategy for mmWave UAV communications	7
On the effective capacity of IRS-assisted wireless communication	7
An approximate-computing empowered green 6G downlink	7
A robust filter bank multicarrier system as a candidate for 5G	7
Outage performance of UAV-assisted AF relaying with hardware impairments	7
A genetic algorithm-based approach for solving the target Q-coverag	7
C-TOL: Convex triangulation for optimal node localization with weighted uncertainties	7
Replacement based content popularity and cache gain for 6G Content-Centric network	7
Performance analysis of Hexagonal QAM constellations on quadrature spatial modulation with perfect and imperfect channel estimation	7
Computation efficiency maximization for secure UAV-enabled mobile edge computing networks	7
UAV relaying assisted transmission optimization with caching in vehicular networks	7
Artificial intelligence techniques for rate maximization in interference channels	7
Non-orthogonal multiple access in downlink coordinated multipoint transmissions	7
Modeling and analysis of self-interference impaired two-user cooperative MIMO-NOMA system	7
Secrecy rate maximization for hardware impaired untrusted relaying network with deep learning	7
Host-to-host TCP/IP connection over serial ports using visible light communication	7
Adaptive population-based multi-objective optimization in SDN controllers for cost optimization	7
Role switching and power allocation technique for mobile users in non-orthogonal multiple access	7
An IOT based smart grid system for advanced cooperative transmission and communication	7
Energy-efficient beamforming optimization for MISO communication based on reconfigurable intelligent surface	7
Blind reconstruction of punctured convolutional codes	7
Artificial-intelligence-based algorithms in multi-access edge computing for the performance optimization control of a benchmark microgrid	7
Performance analysis of Power-Domain NOMA and NOMA-2000 on AWGN and Rayleigh fading channels	7
Optimal power allocation for the multiple-sensor single-DF relay based IoT networks under transceiver hardware impairments	7
An energy efficient scheme by exploiting multi-hop D2D communications for 5G networks	7
System throughput maximization in IRS-assisted phase cooperative NOMA networks	7
Region coverage-aware path planning for unmanned aerial vehicles: A systematic review	7
A framework to analyze decision strategies for multi-band spectrum sensing in cognitive radios	7
The design of an indoor high-precision multi-source wireless positioning system in B5G environment	7
Performance analysis of 5G Downlink Cooperative NOMA network with multi-antenna relay	6
Seamless rate adaptation for indoor visible light communication without CSI at the transmitter	6
Secrecy rate maximization in multi-IRS mmWave networks	6
Spatial modulation with signature constellations for increased robustness to antenna and channel correlations	6
A new fog computing resource management (FRM) model based on hybrid load balancing and scheduling for critical healthcare applications	6
Hybrid precoding based on adaptive RF-chain-to-antenna connection for millimeter wave MIMO systems	6
Distributed energy-efficiency maximization in energy-harvesting uplink NOMA relay ad-hoc networks: Game-theoretic modeling and analysis	6
Random sampling for effective spectrum sensing in cognitive radio time slotted environment	6
Simultaneous Transmitting–Receiving–Sensing for OFDM-based Full-Duplex Cognitive Radio	6
Reference signal design to mitigate co-channel interference in 5G OFDM systems with multiple numerologies	6
Complexity reduction of ordinary kriging algorithm for 3D REM design	6
Intelligent radio resource management in reconfigurable IRS-enabled NOMA networks	6
CADF-CSE: Chaotic map-based authenticated data access/sharing framework for IoT-enabled cloud storage environment	6
Enhancing network lifespan in wireless sensor networks using deep learning based Graph Neural Network	6
Prioritizing the multi-criterial features based on comparative approaches for enhancing security of IoT devices	6
RSSI-based hybrid algorithm for real-time tracking in underground mining by using RFID technology	6
NOMA-based downlink relaying with media-based modulation	6
Performance analysis of RIS-assisted SM with I/Q imbalance	6
Internet of Things in healthcare: A survey on protocol standards, enabling technologies, WBAN architectures and open issues	6
S-PoDL: A two-stage computational-efficient consensus mechanism for blockchain-enabled multi-access edge computing	6
Performance analysis of relay-aided millimeter-wave communications with optimal and suboptimal combining at destination	6
Adaptive beam alignment method for millimeter-wave massive MIMO communication systems	6
Resource optimization in anti-interference UAV powered cooperative mobile edge computing network	6
Error rate performance of NOMA system with full-duplex cooperative relaying	6
On the impact of IQI on cooperative NOMA with direct links in the presence of imperfect CSI	6
Deep learning based physical layer security for terrestrial communications in 5G and beyond networks: A survey	6
Energy-efficient power allocation in cell-free massive MIMO with zero-forcing: First order methods	6
A UAV-aided channel sounder for air-to-ground channel measurements	6
Vertical federated DNN training	6
Modeling and evaluation of enhanced reception techniques for ADS-B signals in high interference environments	6
A type-aware coding approach for unequal message protection	6
Low complexity FBMC for wireless MIMO systems	6
Nonlinear companding transforms for reducing the PAPR of OTFS signal	6
An overview of simultaneous wireless information and power transfer in massive MIMO networks: A resource allocation perspective	6
Energy and spectral efficiencies trade-off in MIMO-NOMA system under user-rate fairness and variable user per cluster	6
The technology of adversarial attacks in signal recognition	6
Statistical modeling of magnitudes of Brazilian in-home PLC and hybrid PLC-wireless channels	6
Robust automatic modulation classification based on convolutional and recurrent fusion network	6
Intelligent resource allocation for transmission security on IRS-assisted spectrum sharing systems with OFDM	6
Deep Q-learning based optimal resource allocation method for energy harvested cognitive radio networks	6
Energy-efficient resource optimization using game theory in hybrid NOMA assisted cognitive radio networks	6
Wireless powered cognitive radio networks with multiple antenna sources and hardware impairments	5
Blind channel estimation for DCO-OFDM based vehicular visible light communication	5
Anomaly detection method for vehicular network based on collaborative deep support vector data description	5
A geographical hierarchy greedy routing strategy for vehicular big data communications over millimeter wave	5
Least minimum symbol error rate based post-distortion for adaptive mobile VLC transmission with receiver selection	5
On performance of full-duplex UAV system with multiple NOMA users and millimeter-wave communications	5
Throughput maximization of an IRS-assisted wireless powered network with interference: A deep unsupervised learning approach	5
Hybrid precoder designs for decentralized parameter estimation in millimeter wave (mmWave) sensor networks with perfect and imperfect CSI	5
Vision towards 5G: Comparison of radio propagation models for licensed and unlicensed indoor femtocell sensor networks	5
Analysis of fluctuations of antenna pattern in U-V2X communications	5
Enhanced cooperative behavior and fair spectrum allocation for intelligent IoT devices in cognitive radio networks	5
An efficient packet parser architecture for software-defined 5G networks	5
Transmit beamformer based performance analysis and diversity gains of cell edge user in cooperative MISO-NOMA system	5
A lightweight cell switching and traffic offloading scheme for energy optimization in ultra-dense heterogeneous networks	5
FEM: Feature extraction and mapping for radio modulation classification	5
Deployment and trajectory design of fixed-wing UAVs in NOMA assisted wireless networks	5
Optimum DCT type-I based transceiver model and effective channel estimation for uplink NB-IoT system	5
Adaptive coding clustered routing protocol for energy efficient and reliable WSN	5
CEAR: A cooperation based energy aware reward scheme for next generation green cognitive radio networks	5
An efficient hybrid energy harvesting protocol for cooperative NOMA systems: Error and outage performance	5
A cluster-based barrier construction algorithm in mobile Wireless Sensor Networks	5
Fault diagnosis of coal-mine-gas charging sensor networks using iterative learning-control algorithm	5
Unsupervised LoS/NLoS identification in mmWave communication using two-stage machine learning framework	5
Interference suppression by exploiting wireless cache in relaying networks for B5G communications	5