OOIR: Observatory of International Research

Papers

(The TQCC of ICT Express is 9. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-08-01 to 2025-08-01.)

Article	Citations
Editorial Board	313
Analysis of integrated IDFT and Zadoff–Chu matrix precoding processes in OFDM systems	200
Handover strategy for LEO satellite communication using graph neural network	182
Meta-learning approaches for indoor path loss modeling of 5G communications in smart factories	128
Enhancing LEO direct-to-satellite channel modeling with the shadowing effect via K-distribution	126
Intelligent coordinated self-optimizing handover scheme for 4G/5G heterogeneous networks	108
DRL-based Multi-UAV trajectory optimization for ultra-dense small cells	106
An optimal location strategy for multiple drone base stations in massive MIMO	103
Addressing data scarcity in speech emotion recognition: A comprehensive review	82
A survey on monitoring and management techniques for road traffic congestion in vehicular networks	82
Cross validation methods: Analysis based on diagnostics of thyroid cancer metastasis	80
Digital Twin-empowered intelligent computation offloading for edge computing in the era of 5G and beyond: A state-of-the-art survey	65
The role of vehicular applications in the design of future 6G infrastructures	63
Editorial Board	61
Recurrent DQN for radio fingerprinting with constrained measurements collection	61
RLECN—A learning based dynamic threshold control of ECN	56
RIS-aided free-space optics communications in A2G networks over inverted Gamma–Gamma turbulent channels	54
A renewable-energy-driven energy-harvesting-based task scheduling and energy management framework	52
Performance analysis and optimization of UAV-assisted NOMA short packet communication systems	51
New Golay decoding method using auto-encoder and OSD	51
Towards accurate positioning: Directionality-enhanced fingerprinting radio map	50
Combination of RIS and Fountain Codes in NOMA relay wireless networks for enhancing system performance and security	49
Parallel implementation of GCM on GPUs	49
Overview and empirical analysis of wealth decentralization in blockchain networks	47
Guard band protection for coexistence of 5G base stations and satellite earth stations	46

Intelligent data-aided semantic sensing with variational deep embedding	44
Learning-based client selection for multiple federated learning services with constrained monetary budgets	43
RIS-enabled cooperative symbiotic radio communications with movable antennas	41
Scene graph descriptors for visual place classification from noisy scene data	40
Artificial Intelligence outflanks all other machine learning classifiers in Network Intrusion Detection System on the realistic cyber dataset CSE-CIC-IDS2018 using cloud computing	39
The role of microservice approach in edge computing: Opportunities, challenges, and research directions	38
Edge-enhanced decentralized vehicle authentication protocol for IoV	38
Routing attack induced anomaly detection in IoT network using RBM-LSTM	37
Prevention of smombie accidents using deep learning-based object detection	37
Evidential reasoning rule with dynamic reliability for performance assessment of wireless sensor network	36
BLOSOM: BLOckchain technology for Security Of Medical records	36
One-class models for validation of miRNAs and ERBB2 gene interactions based on sequence features for breast cancer scenarios	35
A novel person re-identification network to address low-resolution problem in smart city context	35
GMT: Gzip-based Memory-efficient Time-series classification	35
HADR: A Hybrid Adaptive Data Rate in LoRaWAN for Internet of Things	34
Energy-harvesting Q-learning secure routing algorithm with authenticated-encryption for WSN	32
AgriOnBlock: Secured data harvesting for agriculture sector using blockchain technology	32
Big data analytics in health care by data mining and classification techniques	32
Optical wireless communications for next-generation radio access networks	29
Region-aware knowledge distillation between monocular camera-based 3D object detectors	28
Hybrid precoding for mmWave massive MU-MIMO systems with overlapped subarray: A modified GLRAM approach	27
Bayesian Stackelberg game approach for cyber mission impact assessment	27
Cooperative encryption over backscatter: Secure green communication for two-way energy harvesting relay networks	27
Cooperative space-time line code for relay-assisted internet of things	27
Nonorthogonal CSK/SS ALOHA system under MANET environment	26
Side information-free low computational complexity TDSS-SLM transmission system	25
Reinforcement learning-based virtual network embedding: A comprehensive survey	24
Security-reliability tradeoff of MIMO TAS/SC networks using harvest-to-jam cooperative jamming methods with random jammer location	24
Hybrid Approach with Membership-Density Based Oversampling for handling multi-class imbalance in Internet Traffic Identification with overlapping and noise	24
Automatic Smart Contract generation for Internet of Media Things	24
Deep learning based energy-efficient transmission control for STAR-RIS aided cell-free massive MIMO networks	23
A novel ensemble XGBoost and deep Q-network for pregnancy risk prediction on multi-class imbalanced datasets	23
Metaverse in advanced manufacturing: Background, applications, limitations, open issues & future directions	22
Dynamic service function chain placement with instance reuse in Fog–Cloud Computing	21
Divergence intensity and mode combinations for multiple orbital angular momentum transmission	21
GRB-Sty: Redesign of Generative Residual Block for StyleGAN	21
Multiple object detection and tracking in autonomous vehicles: A survey on enhanced affinity computation and its multimodal applications	21
Region-based division duplex in heterogeneous networks	21
Intelligent Multi-Path TCP Congestion Control for video streaming in Internet of Deep Space Things communication	20
Enhancing data harvesting systems: Performance quantification of Cloud–Edge-sensor networks using queueing theory	20
Performance of elastic optical network with limited slicers	20
Metaverse search system: Architecture, challenges, and potential applications	20
Inter-domain curriculum learning for domain generalization	20
Sumav: Fully automated malware labeling	20
Dynamic content-cached satellite selection and routing for power minimization in LEO satellite networks	20
Knock sensing and imaging from structural bending waves	20
A novel driving lane change intent prediction model based on image data mining approach and transformer	19
Performance analysis of coexistence of traditional communication system and emerging semantic communication system	19
LMA-SLN beamforming optimization for sum-rate maximization in intelligent reflecting surface assisted NOMA Systems	19
IQQ: Infinite Queues in one Queue	19

A fast computing decoder for polar codes with a neural network	18
Joint power and subchannel allocation regarding energy harvesting in MC-NOMA based wireless networks	18
Dynamic SFC placement with parallelized VNFs in Data Center Networks: A DRL-based approach	17
A selective update sensing approach for UAV-ISAC enabled relaying network	17
Leakage based multi-point transmission for UAM in Integrated Satellite and Terrestrial Network	17
A new method for 3D face reconstruction using transformers based on action unit features	17
End-to-end training and adaptive transmission for OFDM-based semantic communication	17
A comprehensive multi-agent deep reinforcement learning framework with adaptive interaction strategies for contention window optimization in IEEE 802.11 Wireless LANs	17
DQ: Two approaches to measure the degree of decentralization of blockchain	17
Experimental demonstration of deep learning-based HS2PSK-OFDM scheme for optical camera communication	16
Signal design and analysis for cell identification in Sub-THz OFDM systems	16
AI based energy harvesting security methods: A survey	16
Toward reliability-satisfied and hop-constrained backup paths for industrial internet demands	16
Facing to wireless network densification in 6G: Challenges and opportunities	16
Deep neural network and trust management approach to secure smart transportation data in sustainable smart cities	15
Prediction of permissioned blockchain performance for resource scaling configurations	15
Autonomic interoperability manager: A service-oriented architecture for full-stack interoperability in the Internet-of-Things	15
Non-orthogonal resource scheduling with enhanced preamble detection method for cellular random access networks	15
Multi-agent reinforcement learning based optimal energy sensing threshold control in distributed cognitive radio networks with directional antenna	15
Load balancing in 5G heterogeneous networks based on automatic weight function	15
Improved protocols for secure multiplication using secret sharing scheme	14
Supervised pre-training for improved stability in deep reinforcement learning	14
Transforming agricultural supply chains: Leveraging blockchain-enabled java smart contracts and IoT integration	14
Effective bi-directional overlapped sliding window decoding of SC-LDPC codes	14
Effects of co-channel interference on RIS empowered wireless networks amid multiple eavesdropping attempts	14
Space–time block coded non-orthogonal multiple access for performance enhancement of underwater acoustic sensor networks	14
Generalized MGF-based secrecy outage performance analysis over fading channels using mixture gamma distribution	14
Receive antenna selection for MMSE signal detection in multiuser massive MIMO uplink	13
Joint optimization of phase shift and task offloading for RIS-assisted multi-access edge computing in beyond 6G communication	13
Universal gated recurrent unit-based 3D localization method for ultra-wideband systems	13
Performance evaluation of re-configurable intelligent surface-assisted underwater and free-space wireless optical communication in the skip-zones	13
Distributed optimization for IoT attack detection using federated learning and Siberian Tiger optimizer	13
Intelligent Reconfigurable Surface enhanced Ambient Backscatter Communication enabled Wireless Body Area Network	13
A comparative study of phantom sponge for monocular 3D object detection on edge devices	12
CNN-aided timing synchronization in OFDM systems by exploiting lightweight cascaded mode	12
DRL-empowered joint batch size and weighted aggregation adjustment mechanism for federated learning on non-IID data	12
CRGAN-based turbo code interleaver for underwater acoustic communications	12
SAR ship detection based on improved YOLOv5 and BiFPN	12
Flood video segmentation on remotely sensed UAV using improved Efficient Neural Network	12
Blockchain side implementation of Pure Wallet (PW): An offline transaction architecture	11
Deep learning driven beam selection for orthogonal beamforming with limited feedback	11
RIS partitioning and UAV selection for age-of-information optimization in RIS-assisted UAV communications	11
Rate-energy region of MIMO systems with sustainable intelligent reflecting surface	11
Fast and fair split computing for accelerating deep neural network (DNN) inference	11
Adversarial defense for battery state-of-health prediction models	11
Secure and efficient communications with fine-grained access control in underwater wireless sensor networks	11
A power method based user selection for reconfigurable intelligent surface (RIS) assisted multiuser massive MISO systems	11
Performance of implantable antenna at ISM band characteristics for biomedical base	10
Hybrid neural coded modulation: Design and training methods	10
Optimizing proactive content caching with mobility aware deep reinforcement & asynchronous federate learning in VEC	10
BGPChain: Constructing a secure, smart, and agile routing infrastructure based on blockchain	10
Compact feature hashing for machine learning based malware detection	10
Self-gated rectified linear unit for performance improvement of deep neural networks	10
Towards 6G: Key technological directions	10
DRL-based intersection traffic efficiency enhancement utilizing 5G-NR-V2I data	10
Muloc: Multi-scale combination mask indoor localization network for WiFi based on channel state information	10
The journey to cloud as a continuum: Opportunities, challenges, and research directions	10
A machine learning based framework for assisting pathologists in grading and counting of breast cancer cells	10
Temperature monitoring techniques of power cable joints in underground utility tunnels using a fiber Bragg grating	10
Uniting cyber security and machine learning: Advantages, challenges and future research	10
Blockchain for bounded-error-pruned content protection	10
Predicting target data rates for dynamic spectrum allocation using Gaussian process regression	10
Efficient deep reinforcement learning under task variations via knowledge transfer for drone control	10
DRL-based Resource Management in Network Slicing for Vehicular Applications	10
Deep reinforcement learning-based model-free path planning and collision avoidance for UAVs: A soft actor–critic with hindsight experience replay approach	9
Deep learning based optimal energy management framework for community energy storage system	9
Function traffic-aware VNF migration for service restoration in an NFV-enabled IoT system	9
Optimal routing and heterogeneous resource allocation for computing-aware networks	9
Neural network model approach for automated benthic animal identification	9
Graph neural network-based multi-metric performance modeling in urban multi-RAT wireless networks	9
DDPG-based optimization for latency variant offloading schemes with heterogeneous IoT terminals under collaborative EDGE	9
A social relationship-based energy efficient routing scheme for Opportunistic Internet of Things	9
Optimized implementation of HQC on Cortex-M4	9
A Bio-inspired VM Migration using Re-initialization and Decomposition Based-Whale Optimization	9