OOIR: Observatory of International Research

Papers

(The TQCC of ICT Express is 8. 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 2021-05-01 to 2025-05-01.)

Article	Citations
Editorial Board	279
DRL-based Multi-UAV trajectory optimization for ultra-dense small cells	179
Analysis of integrated IDFT and Zadoff–Chu matrix precoding processes in OFDM systems	170
Handover strategy for LEO satellite communication using graph neural network	152
A survey on monitoring and management techniques for road traffic congestion in vehicular networks	138
Addressing data scarcity in speech emotion recognition: A comprehensive review	133
Meta-learning approaches for indoor path loss modeling of 5G communications in smart factories	132
Cross validation methods: Analysis based on diagnostics of thyroid cancer metastasis	121
An optimal location strategy for multiple drone base stations in massive MIMO	107
The role of vehicular applications in the design of future 6G infrastructures	99
Digital Twin-empowered intelligent computation offloading for edge computing in the era of 5G and beyond: A state-of-the-art survey	98
Intelligent coordinated self-optimizing handover scheme for 4G/5G heterogeneous networks	96
Scene graph descriptors for visual place classification from noisy scene data	85
Editorial Board	74
Recurrent DQN for radio fingerprinting with constrained measurements collection	72
A renewable-energy-driven energy-harvesting-based task scheduling and energy management framework	71
The role of microservice approach in edge computing: Opportunities, challenges, and research directions	60
RLECN—A learning based dynamic threshold control of ECN	58
RIS-aided free-space optics communications in A2G networks over inverted Gamma–Gamma turbulent channels	56
Learning-based client selection for multiple federated learning services with constrained monetary budgets	50
Study of scale-free structures in feed-forward neural networks against backdoor attacks	49
Guard band protection for coexistence of 5G base stations and satellite earth stations	48
Performance analysis and optimization of UAV-assisted NOMA short packet communication systems	48
Overview and empirical analysis of wealth decentralization in blockchain networks	46
New Golay decoding method using auto-encoder and OSD	45

Towards accurate positioning: Directionality-enhanced fingerprinting radio map	43
Intelligent data-aided semantic sensing with variational deep embedding	42
Parallel implementation of GCM on GPUs	39
Prevention of smombie accidents using deep learning-based object detection	38
Artificial Intelligence outflanks all other machine learning classifiers in Network Intrusion Detection System on the realistic cyber dataset CSE-CIC-IDS2018 using cloud computing	38
BLOSOM: BLOckchain technology for Security Of Medical records	38
AgriOnBlock: Secured data harvesting for agriculture sector using blockchain technology	36
HADR: A Hybrid Adaptive Data Rate in LoRaWAN for Internet of Things	35
Energy-harvesting Q-learning secure routing algorithm with authenticated-encryption for WSN	35
Big data analytics in health care by data mining and classification techniques	34
One-class models for validation of miRNAs and ERBB2 gene interactions based on sequence features for breast cancer scenarios	33
Routing attack induced anomaly detection in IoT network using RBM-LSTM	33
A novel person re-identification network to address low-resolution problem in smart city context	33
Bayesian Stackelberg game approach for cyber mission impact assessment	32
Hybrid precoding for mmWave massive MU-MIMO systems with overlapped subarray: A modified GLRAM approach	32
Cooperative encryption over backscatter: Secure green communication for two-way energy harvesting relay networks	32
Evidential reasoning rule with dynamic reliability for performance assessment of wireless sensor network	32
Cooperative space-time line code for relay-assisted internet of things	32
GMT: Gzip-based Memory-efficient Time-series classification	32
Evolutionary dynamics of MEC’s organization in a 6G scenario through EGT and temporal multiplex social network	31
Hybrid Approach with Membership-Density Based Oversampling for handling multi-class imbalance in Internet Traffic Identification with overlapping and noise	30
Automatic Smart Contract generation for Internet of Media Things	29
Nonorthogonal CSK/SS ALOHA system under MANET environment	29
Cryptanalysis of a Pairing-free Certificateless Signcryption scheme	26
Side information-free low computational complexity TDSS-SLM transmission system	25
Deep learning based energy-efficient transmission control for STAR-RIS aided cell-free massive MIMO networks	25
Metaverse in advanced manufacturing: Background, applications, limitations, open issues & future directions	24
Security-reliability tradeoff of MIMO TAS/SC networks using harvest-to-jam cooperative jamming methods with random jammer location	24
Performance of elastic optical network with limited slicers	23
Knock sensing and imaging from structural bending waves	23
Reinforcement learning-based virtual network embedding: A comprehensive survey	23
Sumav: Fully automated malware labeling	22
Dynamic content-cached satellite selection and routing for power minimization in LEO satellite networks	22
Inter-domain curriculum learning for domain generalization	22
GRB-Sty: Redesign of Generative Residual Block for StyleGAN	22
Region-based division duplex in heterogeneous networks	22
Dynamic service function chain placement with instance reuse in Fog–Cloud Computing	21
Metaverse search system: Architecture, challenges, and potential applications	21
Divergence intensity and mode combinations for multiple orbital angular momentum transmission	20
A novel driving lane change intent prediction model based on image data mining approach and transformer	20
Leakage based multi-point transmission for UAM in Integrated Satellite and Terrestrial Network	19
A selective update sensing approach for UAV-ISAC enabled relaying network	19
Intelligent Multi-Path TCP Congestion Control for video streaming in Internet of Deep Space Things communication	19
Performance analysis of coexistence of traditional communication system and emerging semantic communication system	18
Joint power and subchannel allocation regarding energy harvesting in MC-NOMA based wireless networks	18
IQQ: Infinite Queues in one Queue	18
LMA-SLN beamforming optimization for sum-rate maximization in intelligent reflecting surface assisted NOMA Systems	18
Truthful electric vehicle charging via neural-architectural Myerson auction	18
Dynamic SFC placement with parallelized VNFs in Data Center Networks: A DRL-based approach	17
Facing to wireless network densification in 6G: Challenges and opportunities	17

A comprehensive multi-agent deep reinforcement learning framework with adaptive interaction strategies for contention window optimization in IEEE 802.11 Wireless LANs	17
A fast computing decoder for polar codes with a neural network	17
AI based energy harvesting security methods: A survey	17
A new method for 3D face reconstruction using transformers based on action unit features	16
Effects of co-channel interference on RIS empowered wireless networks amid multiple eavesdropping attempts	16
Deep neural network and trust management approach to secure smart transportation data in sustainable smart cities	16
Edge computing based surveillance framework for real time activity recognition	16
Prediction of permissioned blockchain performance for resource scaling configurations	16
Signal design and analysis for cell identification in Sub-THz OFDM systems	16
DQ: Two approaches to measure the degree of decentralization of blockchain	16
Performance evaluation of the effect of traffic decentralization with mobile edge computing	16
Multi-agent reinforcement learning based optimal energy sensing threshold control in distributed cognitive radio networks with directional antenna	15
Toward reliability-satisfied and hop-constrained backup paths for industrial internet demands	15
Non-orthogonal resource scheduling with enhanced preamble detection method for cellular random access networks	15
Transforming agricultural supply chains: Leveraging blockchain-enabled java smart contracts and IoT integration	15
Improved protocols for secure multiplication using secret sharing scheme	15
Load balancing in 5G heterogeneous networks based on automatic weight function	15
Autonomic interoperability manager: A service-oriented architecture for full-stack interoperability in the Internet-of-Things	15
Intelligent Reconfigurable Surface enhanced Ambient Backscatter Communication enabled Wireless Body Area Network	14
Edge AI prospect using the NeuroEdge computing system: Introducing a novel neuromorphic technology	14
Effective bi-directional overlapped sliding window decoding of SC-LDPC codes	14
Universal gated recurrent unit-based 3D localization method for ultra-wideband systems	14
Distributed optimization for IoT attack detection using federated learning and Siberian Tiger optimizer	14
Space–time block coded non-orthogonal multiple access for performance enhancement of underwater acoustic sensor networks	14
Flood video segmentation on remotely sensed UAV using improved Efficient Neural Network	14
Generalized MGF-based secrecy outage performance analysis over fading channels using mixture gamma distribution	14
Supervised pre-training for improved stability in deep reinforcement learning	13
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
SAR ship detection based on improved YOLOv5 and BiFPN	13
Performance evaluation of re-configurable intelligent surface-assisted underwater and free-space wireless optical communication in the skip-zones	13
DRL-empowered joint batch size and weighted aggregation adjustment mechanism for federated learning on non-IID data	13
A comparative study of phantom sponge for monocular 3D object detection on edge devices	13
DRL-based intersection traffic efficiency enhancement utilizing 5G-NR-V2I data	12
CRGAN-based turbo code interleaver for underwater acoustic communications	12
Fast and fair split computing for accelerating deep neural network (DNN) inference	12
Development of an OADM to reduce the incoherent crosstalk in WDM system	12
Hybrid neural coded modulation: Design and training methods	12
CNN-aided timing synchronization in OFDM systems by exploiting lightweight cascaded mode	12
Performance of implantable antenna at ISM band characteristics for biomedical base	11
Blockchain side implementation of Pure Wallet (PW): An offline transaction architecture	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
Deep learning driven beam selection for orthogonal beamforming with limited feedback	11
Secure and efficient communications with fine-grained access control in underwater wireless sensor networks	11
Blockchain for bounded-error-pruned content protection	10
Compact feature hashing for machine learning based malware detection	10
Towards 6G: Key technological directions	10
Predicting target data rates for dynamic spectrum allocation using Gaussian process regression	10
A power method based user selection for reconfigurable intelligent surface (RIS) assisted multiuser massive MISO systems	10
Adversarial defense for battery state-of-health prediction models	10
BGPChain: Constructing a secure, smart, and agile routing infrastructure based on blockchain	10
Uniting cyber security and machine learning: Advantages, challenges and future research	10
A Bio-inspired VM Migration using Re-initialization and Decomposition Based-Whale Optimization	9
Self-gated rectified linear unit for performance improvement of deep neural networks	9
A social relationship-based energy efficient routing scheme for Opportunistic Internet of Things	9
Optimal routing and heterogeneous resource allocation for computing-aware networks	9
A machine learning based framework for assisting pathologists in grading and counting of breast cancer cells	9
Muloc: Multi-scale Combination Mask Indoor Localization Network for WiFi Based on Channel State Information	9
Efficient deep reinforcement learning under task variations via knowledge transfer for drone control	9
DRL-based Resource Management in Network Slicing for Vehicular Applications	9
Deep learning based optimal energy management framework for community energy storage system	9
Temperature monitoring techniques of power cable joints in underground utility tunnels using a fiber Bragg grating	9
Function traffic-aware VNF migration for service restoration in an NFV-enabled IoT system	9
Deep-reinforcement-learning-based range-adaptive distributed power control for cellular-V2X	8
Neural network model approach for automated benthic animal identification	8
DNN-based algorithm for joint SIC ordering and power allocation in downlink NOMA-enabled heterogeneous networks	8
Design of LDPC code for uncorrelated Rayleigh fading channel using modified outage probability	8
Optimizing proactive content caching with mobility aware deep reinforcement & asynchronous federate learning in VEC	8
Cell-free massive multiple-input multiple-output challenges and opportunities: A survey	8
Autonomous Wi-Fi Direct connectivity maintenance scheme	8
Enhancing transparency and trust in AI-powered manufacturing: A survey of explainable AI (XAI) applications in smart manufacturing in the era of industry 4.0/5.0	8
Research category classification of scientific articles on human health risks of electromagnetic fields using pre-trained BERT	8
Deep reinforcement learning-based model-free path planning and collision avoidance for UAVs: A soft actor–critic with hindsight experience replay approach	8
Improving communication protocols in smart cities with transformers	8
Adaptive robust FDI attack detection for cyber–physical systems with disturbance	8
Design of the energy-balanced wireless sensor networks for 3D seismic exploration	8