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 2021-11-01 to 2025-11-01.)

Article	Citations
Editorial Board	340
Analysis of integrated IDFT and Zadoff–Chu matrix precoding processes in OFDM systems	215
Enhancing LEO direct-to-satellite channel modeling with the shadowing effect via K-distribution	199
Digital Twin-empowered intelligent computation offloading for edge computing in the era of 5G and beyond: A state-of-the-art survey	145
Addressing data scarcity in speech emotion recognition: A comprehensive review	116
Meta-learning approaches for indoor path loss modeling of 5G communications in smart factories	110
An optimal location strategy for multiple drone base stations in massive MIMO	107
DRL-based Multi-UAV trajectory optimization for ultra-dense small cells	89
A survey on monitoring and management techniques for road traffic congestion in vehicular networks	87
Intelligent coordinated self-optimizing handover scheme for 4G/5G heterogeneous networks	86
Understanding deep reinforcement learning: Enhancing explainable decision-making in optical networks	77
Handover strategy for LEO satellite communication using graph neural network	75
Cross validation methods: Analysis based on diagnostics of thyroid cancer metastasis	67
The role of vehicular applications in the design of future 6G infrastructures	66
Parallel implementation of GCM on GPUs	65
RIS-aided free-space optics communications in A2G networks over inverted Gamma–Gamma turbulent channels	64
Recurrent DQN for radio fingerprinting with constrained measurements collection	57
RIS-enabled cooperative symbiotic radio communications with movable antennas	57
Edge-enhanced decentralized vehicle authentication protocol for IoV	57
Performance analysis and optimization of UAV-assisted NOMA short packet communication systems	56
New Golay decoding method using auto-encoder and OSD	53
Towards accurate positioning: Directionality-enhanced fingerprinting radio map	53
Editorial Board	51
RLECN—A learning based dynamic threshold control of ECN	50
Guard band protection for coexistence of 5G base stations and satellite earth stations	45

Intelligent data-aided semantic sensing with variational deep embedding	45
Learning-based client selection for multiple federated learning services with constrained monetary budgets	44
Scene graph descriptors for visual place classification from noisy scene data	44
A renewable-energy-driven energy-harvesting-based task scheduling and energy management framework	44
Combination of RIS and Fountain Codes in NOMA relay wireless networks for enhancing system performance and security	44
Overview and empirical analysis of wealth decentralization in blockchain networks	43
The role of microservice approach in edge computing: Opportunities, challenges, and research directions	41
Prevention of smombie accidents using deep learning-based object detection	39
A novel person re-identification network to address low-resolution problem in smart city context	39
Energy-harvesting Q-learning secure routing algorithm with authenticated-encryption for WSN	38
One-class models for validation of miRNAs and ERBB2 gene interactions based on sequence features for breast cancer scenarios	36
Region-aware knowledge distillation between monocular camera-based 3D object detectors	36
Block chain enabled hybrid cryptographic algorithm for security and privacy preservation of electronic health records	35
Routing attack induced anomaly detection in IoT network using RBM-LSTM	35
Covariance-based beamforming for integrated sensing and communications	35
Big data analytics in health care by data mining and classification techniques	34
Evidential reasoning rule with dynamic reliability for performance assessment of wireless sensor network	34
HADR: A Hybrid Adaptive Data Rate in LoRaWAN for Internet of Things	33
AgriOnBlock: Secured data harvesting for agriculture sector using blockchain technology	31
Optical wireless communications for next-generation radio access networks	31
GMT: Gzip-based Memory-efficient Time-series classification	29
BLOSOM: BLOckchain technology for Security Of Medical records	29
Hybrid precoding for mmWave massive MU-MIMO systems with overlapped subarray: A modified GLRAM approach	28
Nonorthogonal CSK/SS ALOHA system under MANET environment	28
Cooperative space-time line code for relay-assisted internet of things	27
Cooperative encryption over backscatter: Secure green communication for two-way energy harvesting relay networks	26
Hybrid Approach with Membership-Density Based Oversampling for handling multi-class imbalance in Internet Traffic Identification with overlapping and noise	25
Side information-free low computational complexity TDSS-SLM transmission system	25
Bayesian Stackelberg game approach for cyber mission impact assessment	25
A Deep Reinforcement Learning-based bandwidth demand-oriented routing in Software-Defined Networking	24
A novel ensemble XGBoost and deep Q-network for pregnancy risk prediction on multi-class imbalanced datasets	24
Metaverse in advanced manufacturing: Background, applications, limitations, open issues & future directions	23
Deep learning based energy-efficient transmission control for STAR-RIS aided cell-free massive MIMO networks	23
Reinforcement learning-based virtual network embedding: A comprehensive survey	23
Security-reliability tradeoff of MIMO TAS/SC networks using harvest-to-jam cooperative jamming methods with random jammer location	23
Imbalanced classification with label noise: A systematic review and comparative analysis	23
Region-based division duplex in heterogeneous networks	22
Sumav: Fully automated malware labeling	21
Intelligent Multi-Path TCP Congestion Control for video streaming in Internet of Deep Space Things communication	21
Multiple object detection and tracking in autonomous vehicles: A survey on enhanced affinity computation and its multimodal applications	21
Dynamic content-cached satellite selection and routing for power minimization in LEO satellite networks	21
Metaverse search system: Architecture, challenges, and potential applications	21
A novel driving lane change intent prediction model based on image data mining approach and transformer	21
Performance of elastic optical network with limited slicers	21
GRB-Sty: Redesign of Generative Residual Block for StyleGAN	21
Enhancing data harvesting systems: Performance quantification of Cloud–Edge-sensor networks using queueing theory	20
Knock sensing and imaging from structural bending waves	20
Divergence intensity and mode combinations for multiple orbital angular momentum transmission	20
Inter-domain curriculum learning for domain generalization	20
Dynamic service function chain placement with instance reuse in Fog–Cloud Computing	19

Hybrid deep learning framework for pancreatic cancer detection and segmentation using graph attention CNN and swin transformer	19
The design of a building facade pollutant detection algorithm based on multi-scale context enhancement and model lightweight improvement for YOLO	19
Efficient RGBW remosaicing using local interpolation and global refinement	18
IQQ: Infinite Queues in one Queue	18
Performance analysis of coexistence of traditional communication system and emerging semantic communication system	18
A fast computing decoder for polar codes with a neural network	17
A new method for 3D face reconstruction using transformers based on action unit features	17
Leakage based multi-point transmission for UAM in Integrated Satellite and Terrestrial Network	17
LMA-SLN beamforming optimization for sum-rate maximization in intelligent reflecting surface assisted NOMA Systems	17
Dynamic SFC placement with parallelized VNFs in Data Center Networks: A DRL-based approach	16
Experimental demonstration of deep learning-based HS2PSK-OFDM scheme for optical camera communication	16
Enhanced RACH-less conditional handover for LEO intra-satellite system	16
Facing to wireless network densification in 6G: Challenges and opportunities	16
A comprehensive multi-agent deep reinforcement learning framework with adaptive interaction strategies for contention window optimization in IEEE 802.11 Wireless LANs	16
AI based energy harvesting security methods: A survey	15
End-to-end training and adaptive transmission for OFDM-based semantic communication	15
Joint power and subchannel allocation regarding energy harvesting in MC-NOMA based wireless networks	15
Toward reliability-satisfied and hop-constrained backup paths for industrial internet demands	15
A selective update sensing approach for UAV-ISAC enabled relaying network	15
Prediction of permissioned blockchain performance for resource scaling configurations	14
Improved protocols for secure multiplication using secret sharing scheme	14
Transforming agricultural supply chains: Leveraging blockchain-enabled java smart contracts and IoT integration	14
Autonomic interoperability manager: A service-oriented architecture for full-stack interoperability in the Internet-of-Things	14
Effects of co-channel interference on RIS empowered wireless networks amid multiple eavesdropping attempts	14
Non-orthogonal resource scheduling with enhanced preamble detection method for cellular random access networks	14
Supervised pre-training for improved stability in deep reinforcement learning	13
Multi-agent reinforcement learning based optimal energy sensing threshold control in distributed cognitive radio networks with directional antenna	13
Deep neural network and trust management approach to secure smart transportation data in sustainable smart cities	13
Effective bi-directional overlapped sliding window decoding of SC-LDPC codes	13
Load balancing in 5G heterogeneous networks based on automatic weight function	13
A comparative study of phantom sponge for monocular 3D object detection on edge devices	13
Space–time block coded non-orthogonal multiple access for performance enhancement of underwater acoustic sensor networks	13
Signal design and analysis for cell identification in Sub-THz OFDM systems	13
Distributed optimization for IoT attack detection using federated learning and Siberian Tiger optimizer	12
Receive antenna selection for MMSE signal detection in multiuser massive MIMO uplink	12
DRL-empowered joint batch size and weighted aggregation adjustment mechanism for federated learning on non-IID data	12
SAR ship detection based on improved YOLOv5 and BiFPN	12
Flood video segmentation on remotely sensed UAV using improved Efficient Neural Network	12
Intelligent Reconfigurable Surface enhanced Ambient Backscatter Communication enabled Wireless Body Area Network	12
Performance evaluation of re-configurable intelligent surface-assisted underwater and free-space wireless optical communication in the skip-zones	12
Universal gated recurrent unit-based 3D localization method for ultra-wideband systems	12
Generalized MGF-based secrecy outage performance analysis over fading channels using mixture gamma distribution	12
Joint optimization of phase shift and task offloading for RIS-assisted multi-access edge computing in beyond 6G communication	12
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
A power method based user selection for reconfigurable intelligent surface (RIS) assisted multiuser massive MISO systems	11
RIS partitioning and UAV selection for age-of-information optimization in RIS-assisted UAV communications	11
CNN-aided timing synchronization in OFDM systems by exploiting lightweight cascaded mode	11
Secure and efficient communications with fine-grained access control in underwater wireless sensor networks	11
Deep learning driven beam selection for orthogonal beamforming with limited feedback	11
Adversarial defense for battery state-of-health prediction models	11
DRL-based intersection traffic efficiency enhancement utilizing 5G-NR-V2I data	11
Deep learning based optimal energy management framework for community energy storage system	10
CRGAN-based turbo code interleaver for underwater acoustic communications	10
Predicting target data rates for dynamic spectrum allocation using Gaussian process regression	10
Optimal routing and heterogeneous resource allocation for computing-aware networks	10
A Bio-inspired VM Migration using Re-initialization and Decomposition Based-Whale Optimization	10
Compact feature hashing for machine learning based malware detection	10
Self-gated rectified linear unit for performance improvement of deep neural networks	10
Hybrid neural coded modulation: Design and training methods	10
Uniting cyber security and machine learning: Advantages, challenges and future research	10
Muloc: Multi-scale combination mask indoor localization network for WiFi based on channel state information	10
Towards 6G: Key technological directions	10
A machine learning based framework for assisting pathologists in grading and counting of breast cancer cells	10
DRL-based Resource Management in Network Slicing for Vehicular Applications	10
Function traffic-aware VNF migration for service restoration in an NFV-enabled IoT system	10
Performance of implantable antenna at ISM band characteristics for biomedical base	10
Adaptive few-shot tiny neural systems for real-time traffic intensity prediction in smart cities	10
Optimizing proactive content caching with mobility aware deep reinforcement & asynchronous federate learning in VEC	10
The journey to cloud as a continuum: Opportunities, challenges, and research directions	10
Lightweight YOLO-based real-time fall detection using feature map-level knowledge distillation	10
Efficient deep reinforcement learning under task variations via knowledge transfer for drone control	10
Fine-tuning deep neural network for saliency prediction in movie poster documents	9
Deep reinforcement learning-based model-free path planning and collision avoidance for UAVs: A soft actor–critic with hindsight experience replay approach	9
Temperature monitoring techniques of power cable joints in underground utility tunnels using a fiber Bragg grating	9
EDAS: Effective Data Augmentation Strategies for test-time adaptation	9
Machine learning and deep learning in FSO communication: A comprehensive survey	9
Optimized implementation of HQC on Cortex-M4	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