Associate Professor Muhammad Imran
Associate Professor, Information Technology
Campus
Biography
Muhammad Imran is an associate professor of information technology in the Institute of Innovation, Science and Sustainability at Federation University Australia. His research interest includes Cybersecurity and IoT. He is the founding leader of the Wireless Networks and Security (WINS) research group. He has completed a number of international collaborative research projects worth more than $3.2 Million with reputable international universities and industries. He has supervised and co-supervised more than thirty-five HDR students.
Imran has published more than 375 research articles in peer-reviewed, highly reputable international conferences, and journals. He was included in the prestigious global rankings (Web of Science Highly Cited Researcher 0.01%, Scholar GPS 0.05%, and Stanford University 2%) as top scientist. His outstanding research contributions accrued more than 32700 citations across the globe. He served as an Editor in Chief, guest editor, and associate editor for half dozen reputable international journals including the IEEE Network, Future Generation Computer Systems, and IEEE Communications Magazine. He also served as a guest editor for more than two dozen special issues in highly ranked journal. He has been consecutively awarded with Outstanding Associate Editor of FGCS, IEEE Access in 2018, 2019, and 2021 respectively. He served as a chair, co-chair and a member of technical program committees of more than a hundred international conferences.
Fields of research
- Cybersecurity and privacy
- Distributed computing and systems software
- Networking and communications
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Qualifications
- Graduate Certificate of Education (Tertiary Education), Federation University
- PhD in Information Technology, Universiti Teknologi PETRONAS
- Master of Science (Computer Science), Federal Urdu University of Arts, Science, and Technology
- Master of Computer Science, National University of Modern Languages
Areas of interest
- Intelligent networks
- Internet of Things (IoT)
- Cybersecurity and privacy
- Large language models
Grants
- Imran, M. 2025-2028. ‘Artificial intelligence-enabled secure signal processing and connectivity for autonomous sensors’. CSIRO. ($1,200,000)
Awards
- 2025: Highly Ranked Scholar in All Fields of Scholarly Endeavors (0.05%) – Scholar GPS
- 2025: Top 2% Scientist by Standford University
- 2025: Highly Ranked Scholar Lifetime (Deep Learning, Internet) – Scholar GPS
- 2022: Web of Science Highly Cited Researcher (0.01%)
- 2020: Global/Distinguished Talent
Current
- PhD student, Federation University, ‘Intelligent Intrusion Detection System for protecting critical Infrastructures’, supervisor.
- PhD student, Federation University, ‘Tackling Hallucination in Large Language Models’, supervisor.
- PhD student, Federation University, ‘Satellite Internet of Things for monitoring real-life applications’, supervisor.
- PhD student, Federation University, ‘Scalable Privacy Preserving Machine Learning’, associate supervisor.
- PhD student, Federation University, ‘Graph Learning of Connectomics for Brain Disorder Analysis’, associate supervisor.
- PhD student, Federation University, ‘Unleashing Digital Financial Resilience: Investigating the Prognostic Value of Digital Financial Literacy & Inclusion in Predicting Global Resilience of Individuals: - Developing an Index to Rank Nations’, associate supervisor.
- Master’s student, Federation University, ‘Large Language Models for Alert Correlation in Security Operations Centers’, supervisor.
Past
- PhD student, Federation University, ‘Internet of Things Data Understanding And Preparation’, associate supervisor.
- PhD student, Federation University, ‘Data-efficient Graph Leaning for Responsible Recommendation’, associate supervisor.
- Computer networks
- Cybersecurity
- Computer science
Specialist roles
- Associate professor of information technology
Professional association memberships
- Institute of Electrical and Electronics Engineers (IEEE)
- Australian Information Security Association (AISA)
Centre for Smart Analytics (CSA)
Internet Commerce Security Laboratory (ICSL)
- Publications
Advancing Aspect-Based Sentiment Analysis in Course Evaluation: A Multi-Task Learning Framework with Selective Paraphrasing
- Journals
- DOI reference: 10.1109/ACCESS.2025.3527367
MAD-ANET: Malware Detection Using Attention-Based Deep Neural Networks
- Journals
- DOI reference: 10.32604/cmes.2025.058352
GTFD Protocol for Fault-detection and Self-stabilization in Wireless Sensor Networks
- Conference Proceedings
- DOI reference: 10.1109/IWCMC65282.2025.11059674
Smart Intrusion Detection in IoT Using Optimized Deep Learning and Active Learning Strategies
- Conference Proceedings
- DOI reference: 10.1109/GLOBECOM59602.2025.11432168
An AI-Driven Strategy for Threat Detection in Wireless Sensor Networks Using Machine Learning, Active Learning, and Optimization
- Conference Proceedings
- DOI reference: 10.1109/GLOBECOM59602.2025.11432184
A Data-Driven Deep Learning Framework with Active Learning and Optimization for Enhancing Intrusion Detection in IoT Networks
- Conference Proceedings
- DOI reference: 10.1109/GLOBECOM59602.2025.11432130
Towards Accurate Intrusion Detection in IoT: A Deep Learning Approach with Optimization and Active Sample Selection
- Conference Proceedings
- DOI reference: 10.1109/GLOBECOM59602.2025.11432817
Formal Verification of Justification and Finalization in Beacon Chain
- Journals
- DOI reference: 10.1109/ACCESS.2024.3389551
Zero-Touch Network Security (ZTNS): A Network Intrusion Detection System Based on Deep Learning
- Journals
- DOI reference: 10.1109/ACCESS.2024.3466470
An Efficient Deep Learning Framework for Optimized Event Forecasting
- Journals
- DOI reference: 10.3390/info15110701
Formal verification of fraud-resilience in a crowdsourcing consensus protocol
- Journals
- DOI reference: 10.1016/j.cose.2023.103290
A Data Reporting Protocol With Revocable Anonymous Authentication for Edge-Assisted Intelligent Transport Systems
- Journals
- DOI reference: 10.1109/TII.2022.3226244
Effective Multitask Deep Learning for IoT Malware Detection and Identification Using Behavioral Traffic Analysis
- Journals
- DOI reference: 10.1109/TNSM.2022.3200741
Electricity theft detection for energy optimization using deep learning models
- Journals
- DOI reference: 10.1002/ese3.1541
An effective solution to the optimal power flow problem using meta-heuristic algorithms
- Journals
- DOI reference: 10.3389/fenrg.2023.1170570
An Optimized Hybrid Deep Intrusion Detection Model (HD-IDM) for Enhancing Network Security
- Journals
- DOI reference: 10.3390/math11214501
Review on Variants of Restricted Boltzmann Machines and Autoencoders for Cyber-Physical Systems
- Book Chapters
- DOI reference: 10.1201/9781003199410-8
Securing Smart Healthcare Cyber-Physical Systems against Blackhole and Greyhole Attacks Using a Blockchain-Enabled Gini Index Framework
- Journals
- DOI reference: 10.3390/s23239372
Modeling and Analysis of Finite-Scale Clustered Backscatter Communication Networks
- Conference Proceedings
- DOI reference: 10.1109/ICC45041.2023.10279058
Federated Learning Based Trajectory Optimization for UAV Enabled MEC
- Conference Proceedings
- DOI reference: 10.1109/ICC45041.2023.10278857
Deep Learning-Based Digital Image Forgery Detection Using Transfer Learning
- Journals
- DOI reference: 10.32604/iasc.2023.041181
Impact of Traditional and Embedded Image Denoising on CNN-Based Deep Learning
- Journals
- DOI reference: 10.3390/app132011560
Zero-Trust Empowered Decentralized Security Defense against Poisoning Attacks in SL-IoT: Joint Distance-Accuracy Detection Approach
- Conference Proceedings
- DOI reference: 10.1109/GLOBECOM54140.2023.10437789
Malicious Node Detection using Machine Learning and Distributed Data Storage using Blockchain in WSNs
- Journals
- DOI reference: 10.1109/ACCESS.2023.3236983
Deep learning: survey of environmental and camera impacts on internet of things images
- Journals
- DOI reference: 10.1007/s10462-023-10405-7
Multi-slope path loss Model based Performance Assessment of Heterogeneous Cellular Network in 5G
- Journals
- DOI reference: 10.1109/ACCESS.2023.3261259
A Blockchain based Deep Learning Driven Architecture for Quality Routing in Wireless Sensor Networks
- Journals
- DOI reference: 10.1109/ACCESS.2023.3259982
Data Evolution Governance for Ontology-based Digital Twin Product Lifecycle Management
- Journals
- DOI reference: 10.1109/TII.2022.3187715
Multi-Aspect Annotation and Analysis of Nepali Tweets on Anti-Establishment Election Discourse
- Journals
- DOI reference: 10.1109/ACCESS.2023.3342154
A smart healthcare framework for detection and monitoring of COVID-19 using IoT and cloud computing
- Journals
- DOI reference: 10.1007/s00521-021-06396-7
Automated methods for diagnosis of Parkinson's disease and predicting severity level
- Journals
- DOI reference: 10.1007/s00521-021-06626-y
Performance analysis of machine learning classifiers for non-technical loss detection
- Journals
- DOI reference: 10.1007/s12652-019-01649-9
Multitask Deep Learning for Cost-Effective Prediction of Patient's Length of Stay and Readmission State Using Multimodal Physical Activity Sensory Data
- Journals
- DOI reference: 10.1109/JBHI.2022.3202178
An Automatic Detection of Breast Cancer Diagnosis and Prognosis Based on Machine Learning Using Ensemble of Classifiers
- Journals
- DOI reference: 10.1109/ACCESS.2022.3174599
Integration of Blockchain and Network Softwarization for Space-Air-Ground-Sea Integrated Networks
- Journals
- DOI reference: 10.1109/IOTM.004.2100098
Water quality management using hybrid machine learning and data mining algorithms: An indexing approach
- Journals
- DOI reference: 10.1109/ACCESS.2022.3221430
Energy Harvesting in Underwater Acoustic Wireless Sensor Networks: Design, Taxonomy, Applications, Challenges and Future Directions
- Journals
- DOI reference: 10.1109/ACCESS.2022.3230600
Contrastive GNN-based Traffic Anomaly Analysis Against Imbalanced Dataset in IoT-based ITS
- Conference Proceedings
- DOI reference: 10.1109/GLOBECOM48099.2022.10001621
Metric Learning-based Few-Shot Malicious Node Detection for IoT Backhaul/Fronthaul Networks
- Conference Proceedings
- DOI reference: 10.1109/GLOBECOM48099.2022.10001659
A Cloud-based IoMT Data Sharing Scheme with Conditional Anonymous Source Authentication
- Conference Proceedings
- DOI reference: 10.1109/GLOBECOM48099.2022.10000912
An Effective Data-Collection Scheme with AUV Path Planning in Underwater Wireless Sensor Networks
- Journals
- DOI reference: 10.1155/2022/8154573
An Efficient Network Intrusion Detection and Classification System
- Journals
- DOI reference: 10.3390/math10030530
When technology-based learning is the only option: evaluating perceived usefulness of social media
- Journals
- DOI reference: 10.17718/tojde.1096252
An intelligent and efficient network intrusion detection system using deep learning
- Journals
- DOI reference: 10.1016/j.compeleceng.2022.107764
A cooperative crowdsensing system based on flying and ground vehicles to control respiratory viral disease outbreaks
- Journals
- DOI reference: 10.1016/j.adhoc.2021.102699
Link and stability-aware adaptive cooperative routing with restricted packets transmission and void-avoidance for underwater acoustic wireless sensor networks
- Journals
- DOI reference: 10.1016/j.comcom.2021.10.012
A lightweight federated learning based privacy preserving B5G pandemic response network using unmanned aerial vehicles: A proof-of-concept
- Journals
- DOI reference: 10.1016/j.comnet.2021.108672
Formal Modeling and Verification of a Blockchain-Based Crowdsourcing Consensus Protocol
- Journals
- DOI reference: 10.1109/ACCESS.2022.3141982
Wireless Powering Internet of Things with UAVs: Challenges and Opportunities
- Journals
- DOI reference: 10.1109/MNET.013.2000385
Formal verification of persistence and liveness in the trust-based blockchain crowdsourcing consensus protocol
- Journals
- DOI reference: 10.1016/j.comcom.2022.06.014
An IoT-based smart healthcare system to detect dysphonia
- Journals
- DOI reference: 10.1007/s00521-020-05558-3
A privacy-preserving framework for smart context-aware healthcare applications
- Journals
- DOI reference: 10.1002/ett.3634
Clustering-based real-time anomaly detection-A breakthrough in big data technologies
- Journals
- DOI reference: 10.1002/ett.3647
Challenges and limitations of internet of things enabled healthcare in COVID-19
- Journals
- DOI reference: 10.1109/IOTM.0001.2000176
Ear in the Sky: Terrestrial Mobile Jamming to Prevent Aerial Eavesdropping
- Conference Proceedings
- DOI reference: 10.1109/GLOBECOM46510.2021.9685471
Assessing nitrate contamination risks in groundwater: A machine learning approach
- Journals
- DOI reference: 10.3390/app112110034
Machine learning for 5G security: Architecture, recent advances, and challenges
- Journals
- DOI reference: 10.1016/j.adhoc.2021.102667
Ear in the Sky: Terrestrial Mobile Jamming to Prevent Aerial Eavesdropping
- Conference Proceedings
- DOI reference: 10.1109/GLOBECOM46510.2021.9685471
A policy-based solution for the detection of colluding GPS-Spoofing attacks in FANETs
- Journals
- DOI reference: 10.1016/j.tra.2021.04.022
Advertising through UAVs: Optimized path system for delivering smart real-estate advertisement materials
- Journals
- DOI reference: 10.1002/int.22422
An intelligent content caching protocol for connected vehicles
- Journals
- DOI reference: 10.1002/ett.4231
An investigation of the drivers of social commerce and e-word-of-mouth intentions: Elucidating the role of social commerce in E-business
- Journals
- DOI reference: 10.1007/s12525-019-00347-w
Cloudlet Computing: Recent Advances, Taxonomy, and Challenges
- Journals
- DOI reference: 10.1109/ACCESS.2021.3059072
CRT-BIoV: A Cognitive Radio Technique for Blockchain-Enabled Internet of Vehicles
- Journals
- DOI reference: 10.1109/TITS.2020.3004718
Deep Learning-Based Approach for Detecting Trajectory Modifications of Cassini-Huygens Spacecraft
- Journals
- DOI reference: 10.1109/ACCESS.2021.3064753
Device-centric adaptive data stream management and offloading for analytics applications in future internet architectures
- Journals
- DOI reference: 10.1016/j.future.2020.07.054
Friendly-jamming schemes to secure ultra-reliable and low-latency communications in 5G and beyond communications
- Journals
- DOI reference: 10.1016/j.csi.2021.103540
Handwriting dynamics assessment using deep neural network for early identification of Parkinson's disease
- Journals
- DOI reference: 10.1016/j.future.2020.11.020
Intelligent energy prediction techniques for fog computing networks
- Journals
- DOI reference: 10.1016/j.asoc.2021.107682
Intelligent IoT Framework for Indoor Healthcare Monitoring of Parkinson's Disease Patient
- Journals
- DOI reference: 10.1109/JSAC.2020.3021571
Is blockchain for Internet of Medical Things a panacea for COVID-19 pandemic?
- Journals
- DOI reference: 10.1016/j.pmcj.2021.101434
It's all about perceptions: A DEMATEL approach to exploring user perceptions of real estate online platforms
- Journals
- DOI reference: 10.1016/j.asej.2021.04.023
Lightweight Searchable Encryption Protocol for Industrial Internet of Things
- Journals
- DOI reference: 10.1109/TII.2020.3014168
Machine Learning Techniques for 5G and beyond
- Journals
- DOI reference: 10.1109/ACCESS.2021.3051557
Network slicing: a next generation 5G perspective
- Journals
- DOI reference: 10.1186/s13638-021-01983-7
Resource optimization?based software risk reduction model for large?scale application development
- Journals
- DOI reference: 10.3390/su13052602
Robust Spammer Detection Using Collaborative Neural Network in Internet-of-Things Applications
- Journals
- DOI reference: 10.1109/JIOT.2020.3003802
Secure big data ecosystem architecture: challenges and solutions
- Journals
- DOI reference: 10.1186/s13638-021-01996-2
Smart Dynamic Traffic Monitoring and Enforcement System
- Journals
- DOI reference: 10.32604/cmc.2021.014812
Software-defined networks for resource allocation in cloud computing: A survey
- Journals
- DOI reference: 10.1016/j.comnet.2021.108151
The role of unmanned aerial vehicles and mmWave in 5G: Recent advances and challenges
- Journals
- DOI reference: 10.1002/ett.4241
Traffic accident detection and condition analysis based on social networking data
- Journals
- DOI reference: 10.1016/j.aap.2021.105973
Treating class imbalance in non-technical loss detection: An exploratory analysis of a real dataset
- Journals
- DOI reference: 10.1109/ACCESS.2021.3095145
A lightweight cyber security framework with context-awareness for pervasive computing environments
- Journals
- DOI reference: 10.1016/j.scs.2020.102610
A Novel Collaborative IoD-Assisted VANET Approach for Coverage Area Maximization
- Journals
- DOI reference: 10.1109/ACCESS.2021.3072431
Randomized nonlinear one-class support vector machines with bounded loss function to detect of outliers for large scale IoT data
- Journals
- DOI reference: 10.1016/j.future.2020.05.045
Process Migration-Based Computational Offloading Framework for IoT-Supported Mobile Edge/Cloud Computing
- Journals
- DOI reference: 10.1109/JIOT.2019.2943176
Refining Parkinson’s neurological disorder identification through deep transfer learning
- Journals
- DOI reference: 10.1007/s00521-019-04069-0
Resource optimized federated learning-enabled cognitive internet of things for smart industries
- Journals
- DOI reference: 10.1109/ACCESS.2020.3023940
6G Wireless Systems: A Vision, Architectural Elements, and Future Directions
- Journals
- DOI reference: 10.1109/ACCESS.2020.3015289
A Deep Learning Model Based on Concatenation Approach for the Diagnosis of Brain Tumor
- Journals
- DOI reference: 10.1109/ACCESS.2020.2978629
A Deep Learning-Based Framework for Automatic Brain Tumors Classification Using Transfer Learning
- Journals
- DOI reference: 10.1007/s00034-019-01246-3
A microservice recommendation mechanism based on mobile architecture
- Journals
- DOI reference: 10.1016/j.jnca.2019.102510
A Reconfigurable Method for Intelligent Manufacturing Based on Industrial Cloud and Edge Intelligence
- Journals
- DOI reference: 10.1109/JIOT.2019.2950048
A robust consistency model of crowd workers in text labeling tasks
- Journals
- DOI reference: 10.1109/ACCESS.2020.3022773
An Application Development Framework for Internet-of-Things Service Orchestration
- Journals
- DOI reference: 10.1109/JIOT.2020.2971013
An intelligent healthcare monitoring framework using wearable sensors and social networking data
- Journals
- DOI reference: 10.1016/j.future.2020.07.047
An overview on smart contracts: Challenges, advances and platforms
- Journals
- DOI reference: 10.1016/j.future.2019.12.019
Autonomous Driving Cars in Smart Cities: Recent Advances, Requirements, and Challenges
- Journals
- DOI reference: 10.1109/MNET.2019.1900120
Big data analytics for manufacturing internet of things: opportunities, challenges and enabling technologies
- Journals
- DOI reference: 10.1080/17517575.2019.1633689
Big data analytics for preventive medicine
- Journals
- DOI reference: 10.1007/s00521-019-04095-y
Big data management in participatory sensing: Issues, trends and future directions
- Journals
- DOI reference: 10.1016/j.future.2017.10.007
Bio-Inspired Network Security for 5G-enabled IoT Applications
- Journals
- DOI reference: 10.1109/ACCESS.2020.3046325
Blending Big Data Analytics: Review on Challenges and a Recent Study
- Journals
- DOI reference: 10.1109/ACCESS.2019.2923270
Blockchain for cloud exchange: A survey
- Journals
- DOI reference: 10.1016/j.compeleceng.2019.106526
Blockchain for Digital Twins: Recent Advances and Future Research Challenges
- Journals
- DOI reference: 10.1109/MNET.001.1900661
Blockchain-based data privacy management with Nudge theory in open banking
- Journals
- DOI reference: 10.1016/j.future.2019.09.010
Complementing IoT Services through Software Defined Networking and Edge Computing: A Comprehensive Survey
- Journals
- DOI reference: 10.1109/COMST.2020.2997475
Countering Statistical Attacks in Cloud-Based Searchable Encryption
- Journals
- DOI reference: 10.1007/s10766-018-0584-8
Data-driven prognosis method using hybrid deep recurrent neural network
- Journals
- DOI reference: 10.1016/j.asoc.2020.106351
Deep learning and big data technologies for IoT security
- Journals
- DOI reference: 10.1016/j.comcom.2020.01.016
Flow-Aware Elephant Flow Detection for Software-Defined Networks
- Journals
- DOI reference: 10.1109/ACCESS.2020.2987977
Have You Been a Victim of COVID-19-Related Cyber Incidents? Survey, Taxonomy, and Mitigation Strategies
- Journals
- DOI reference: 10.1109/ACCESS.2020.3006172
Investigating Smart Home Security: Is Blockchain the Answer?
- Journals
- DOI reference: 10.1109/ACCESS.2020.3004662
Model Compression for IoT Applications in Industry 4.0 via Multiscale Knowledge Transfer
- Journals
- DOI reference: 10.1109/TII.2019.2953106
Novel One Time Signatures (NOTS): a Compact Post-Quantum Digital Signature Scheme
- Journals
- DOI reference: 10.1109/aCCESS.2020.2966259
Performance Analysis of Different Types of Machine Learning Classifiers for Non-Technical Loss Detection
- Journals
- DOI reference: 10.1109/ACCESS.2019.2962510
Securing Internet of Medical Things with Friendly-jamming schemes
- Journals
- DOI reference: 10.1016/j.comcom.2020.06.026
Securing Smart Cities through Blockchain Technology: Architecture, Requirements, and Challenges
- Journals
- DOI reference: 10.1109/MNET.001.1900178
Security Risk Assessment for 5G Networks: National Perspective
- Journals
- DOI reference: 10.1109/MWC.001.1900524
Towards a Low Complexity Scheme for Medical Images in Scalable Video Coding
- Journals
- DOI reference: 10.1109/ACCESS.2020.2976715
UAV-enabled data acquisition scheme with directional wireless energy transfer for Internet of Things
- Journals
- DOI reference: 10.1016/j.comcom.2020.03.020
Unmanned aerial vehicle for internet of everything: Opportunities and challenges
- Journals
- DOI reference: 10.1016/j.comcom.2020.03.017
Adversarial Learning-based Bias Mitigation for Fatigue Driving Detection in Fair-Intelligent IoV
- Conference Proceedings
- DOI reference: 10.1109/GLOBECOM42002.2020.9322194
Collisionless Fast Pattern Formation Mechanism for Dynamic Number of UAVs
- Conference Proceedings
- DOI reference: 10.1109/GLOBECOM42002.2020.9322085
Artificial noise aided scheme to secure UAV-assisted Internet of Things with wireless power transfer
- Journals
- DOI reference: 10.1016/j.comcom.2020.09.017
Transformer based Deep Intelligent Contextual Embedding for Twitter sentiment analysis
- Journals
- DOI reference: 10.1016/j.future.2020.06.050
A smart healthcare monitoring system for heart disease prediction based on ensemble deep learning and feature fusion
- Journals
- DOI reference: 10.1016/j.inffus.2020.06.008
Establishing effective communications in disaster affected areas and artificial intelligence based detection using social media platform
- Journals
- DOI reference: 10.1016/j.future.2020.06.040
An efficient caching policy for content retrieval in autonomous connected vehicles
- Journals
- DOI reference: 10.1016/j.tra.2020.08.005
A Cooperative Heterogeneous Vehicular Clustering Mechanism for Road Traffic Management
- Journals
- DOI reference: 10.1007/s10766-019-00629-y
A Joint SLM and Precoding Based PAPR Reduction Scheme for 5G UFMC Cellular Networks
- Conference Proceedings
- DOI reference: 10.1109/ICCIT-144147971.2020.9213778
Secure Energy Trading for Electric Vehicles using Consortium Blockchain and k-Nearest Neighbor
- Conference Proceedings
- DOI reference: 10.1109/IWCMC48107.2020.9148494
Conditional Anonymity enabled Blockchain-based Ad Dissemination in Vehicular Ad-hoc Network
- Conference Proceedings
- DOI reference: 10.1109/IWCMC48107.2020.9148487
CNN and GRU based Deep Neural Network for Electricity Theft Detection to Secure Smart Grid
- Conference Proceedings
- DOI reference: 10.1109/IWCMC48107.2020.9148314
An Incentive Scheme for VANETs based on Traffic Event Validation using Blockchain
- Conference Proceedings
- DOI reference: 10.1109/IWCMC48107.2020.9148556
Electricity Theft Detection using Pipeline in Machine Learning
- Conference Proceedings
- DOI reference: 10.1109/IWCMC48107.2020.9148453
Electric Load Forecasting using EEMD and Machine Learning Techniques
- Conference Proceedings
- DOI reference: 10.1109/IWCMC48107.2020.9148094
TFPMS: Transactions Filtering Pattern Matching Scheme for Vehicular Networks based on Blockchain
- Conference Proceedings
- DOI reference: 10.1109/IWCMC48107.2020.9148336
Efficient Data Trading and Storage in Internet of Vehicles using Consortium Blockchain
- Conference Proceedings
- DOI reference: 10.1109/IWCMC48107.2020.9148188
Robustness Optimization of Scale-Free IoT Networks
- Conference Proceedings
- DOI reference: 10.1109/IWCMC48107.2020.9148368
DE-RUSBoost: An Efficient Electricity Theft Detection Scheme with Additive Communication Layer
- Conference Proceedings
- DOI reference: 10.1109/ICC40277.2020.9149315
A Blockchain based Privacy-Preserving System for Electric Vehicles through Local Communication
- Conference Proceedings
- DOI reference: 10.1109/ICC40277.2020.9149129
A Blockchain-based Privacy-Preserving Mechanism with Aggregator as Common Communication Point
- Conference Proceedings
- DOI reference: 10.1109/ICC40277.2020.9149213
Impact of Feature Selection on Non-Technical Loss Detection
- Conference Proceedings
- DOI reference: 10.1109/CDMA47397.2020.00009
A blockchain-based decentralized energy management in a P2P trading system
- Conference Proceedings
- DOI reference: 10.1109/ICC40277.2020.9149062
A novel cooperative link selection mechanism for enhancing the robustness in scale-free IoT networks
- Conference Proceedings
- DOI reference: 10.1109/IWCMC48107.2020.9148135
A Trust Management System for Multi-agent System in Smart Grids using Blockchain Technology
- Conference Proceedings
- DOI reference: 10.1109/GLOBECOM42002.2020.9348231
A blockchain-based solution for enhancing security and privacy in smart factory
- Journals
- DOI reference: 10.1109/TII.2019.2894573
A Hybrid Computing Solution and Resource Scheduling Strategy for Edge Computing in Smart Manufacturing
- Journals
- DOI reference: 10.1109/TII.2019.2899679
A novel countermeasure technique for reactive jamming attack in internet of things
- Journals
- DOI reference: 10.1007/s11042-018-6684-z
An improved mechanism for flow rule installation in In-band SDN
- Journals
- DOI reference: 10.1016/j.sysarc.2019.03.002
Cloud-assisted gamification for education and learning – Recent advances and challenges
- Journals
- DOI reference: 10.1016/j.compeleceng.2019.01.002
Cognitive sensors based on ridge phase-smoothing localization and multiregional histograms of oriented gradients
- Journals
- DOI reference: 10.1109/TETC.2016.2585040
Congestion avoidance through fog computing in internet of vehicles
- Journals
- DOI reference: 10.1007/s12652-019-01253-x
Efficient Brain Tumor Segmentation with Multiscale Two-Pathway-Group Conventional Neural Networks
- Journals
- DOI reference: 10.1109/JBHI.2018.2874033
Emergency Message Dissemination Schemes Based on Congestion Avoidance in VANET and Vehicular FoG Computing
- Journals
- DOI reference: 10.1109/ACCESS.2018.2887075
Exact String Matching Algorithms: Survey, Issues, and Future Research Directions
- Journals
- DOI reference: 10.1109/ACCESS.2019.2914071
Extension of MIH for FPMIPv6 (EMIH-FPMIPv6) to support optimized heterogeneous handover
- Journals
- DOI reference: 10.1016/j.future.2019.03.031
Impact of Node Deployment and Routing for Protection of Critical Infrastructures
- Journals
- DOI reference: 10.1109/ACCESS.2019.2891667
Improving cognitive ability of edge intelligent IIoT through machine learning
- Journals
- DOI reference: 10.1109/MNET.001.1800505
Mobile crowd sensing – Taxonomy, applications, challenges, and solutions
- Journals
- DOI reference: 10.1016/j.chb.2018.10.028
Perception layer security in Internet of Things
- Journals
- DOI reference: 10.1016/j.future.2019.04.038
Pervasive blood pressure monitoring using Photoplethysmogram (PPG) sensor
- Journals
- DOI reference: 10.1016/j.future.2019.02.032
Process state synchronization-based application execution management for mobile edge/cloud computing
- Journals
- DOI reference: 10.1016/j.future.2018.09.018
Protection of records and data authentication based on secret shares and watermarking
- Journals
- DOI reference: 10.1016/j.future.2019.01.050
Real-time big data processing for anomaly detection: A Survey
- Journals
- DOI reference: 10.1016/j.ijinfomgt.2018.08.006
Reconfigurable smart factory for drug packing in healthcare industry 4.0
- Journals
- DOI reference: 10.1109/TII.2018.2843811
Secure and efficient data delivery for fog-assisted wireless body area networks
- Journals
- DOI reference: 10.1007/s12083-018-0705-6
Securing IoTs in distributed blockchain: Analysis, requirements and open issues
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- DOI reference: 10.1016/j.future.2019.05.023
Self-Aware autonomous city: From sensing to planning
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- DOI reference: 10.1109/MCOM.2019.1800628
The role of big data analytics in industrial Internet of Things
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- DOI reference: 10.1016/j.future.2019.04.020
UAV-enabled healthcare architecture: Issues and challenges
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- DOI reference: 10.1016/j.future.2019.01.028
Ultra-Reliable Communications for Industrial Internet of Things: Design Considerations and Channel Modeling
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- DOI reference: 10.1109/MNET.2019.1800455
RTRD: Real-time route discovery for urban scenarios using internet of things
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- DOI reference: 10.1109/GLOBECOM38437.2019.9013317
A blockchain model for fair data sharing in deregulated smart grids
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- DOI reference: 10.1109/GLOBECOM38437.2019.9013372
Cloud based secure service providing for IoTs using blockchain
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Exploiting energy efficient routing protocols for void hole alleviation in IoT enabled underwater WSN
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- DOI reference: 10.1109/IWCMC.2019.8766551
Outage Probability of Hybrid Decode-Amplify-Forward Relaying Protocol for Buffer-Aided Relays
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- DOI reference: 10.1109/ICC.2019.8762062
Buffer Occupancy Based DF and AF Relaying in Nakagami-m Fading Channels
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- DOI reference: 10.1109/ICC.2019.8761209
Congestion Control in Wireless Sensor Networks based on Support Vector Machine, Grey Wolf Optimization and Differential Evolution
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- DOI reference: 10.1109/WD.2019.8734265
A Low PAPR Universal Filtered Multi-Carrier System for 5G Machine Type Communications
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An efficient routing protocol via depth adjustment and energy gradation in underwater wireless sensor networks
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5G for Vehicular Communications
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- DOI reference: 10.1109/MCOM.2018.1700467
A Critical Analysis of Mobility Management Related Issues of Wireless Sensor Networks in Cyber Physical Systems
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- DOI reference: 10.1109/ACCESS.2018.2812741
A hybrid precoding- and filtering-based uplink MC-LNOMA scheme for 5G cellular networks with reduced PAPR
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- DOI reference: 10.1002/ett.3501
A Multivariant Stream Analysis Approach to Detect and Mitigate DDoS Attacks in Vehicular Ad Hoc Networks
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- DOI reference: 10.1155/2018/2874509
A reconfigurable scatternet formation and maintenance scheme with heterogeneous services for smart Bluetooth devices
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- DOI reference: 10.1016/j.scs.2018.03.028
A zero-watermarking algorithm for privacy protection in biomedical signals
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- DOI reference: 10.1016/j.future.2017.12.007
Adaptive transmission optimization in SDN-based industrial internet of things with edge computing
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- DOI reference: 10.1109/JIOT.2018.2797187
Big Data Analytics in Industrial IoT Using a Concentric Computing Model
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- DOI reference: 10.1109/MCOM.2018.1700632
Channel Clustering and QoS Level Identification Scheme for Multi-Channel Cognitive Radio Networks
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- DOI reference: 10.1109/MCOM.2018.1700752
Chaos-based robust method of zero-watermarking for medical signals
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- DOI reference: 10.1016/j.future.2018.05.058
Cloud-based smart manufacturing for personalized candy packing application
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- DOI reference: 10.1007/s11227-016-1879-4
Co-EEORS: Cooperative Energy Efficient Optimal Relay Selection Protocol for Underwater Wireless Sensor Networks
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- DOI reference: 10.1109/ACCESS.2018.2837108
Deep Deterministic Learning for Pattern Recognition of Different Cardiac Diseases through the Internet of Medical Things
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- DOI reference: 10.1007/s10916-018-1107-2
Extending the technology acceptance model for use of e-learning systems by digital learners
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- DOI reference: 10.1109/ACCESS.2018.2881384
Managing big RDF data in clouds: Challenges, opportunities, and solutions
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- DOI reference: 10.1016/j.scs.2018.02.019
Performance Analysis of Priority-Based IEEE 802.15.6 Protocol in Saturated Traffic Conditions
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- DOI reference: 10.1109/ACCESS.2018.2878315
Recent Advances and Challenges in Mobile Big Data
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- DOI reference: 10.1109/MCOM.2018.1700294
SDN-Based load balancing service for cloud servers
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- DOI reference: 10.1109/MCOM.2018.1701016
Technology-Assisted Decision Support System for Efficient Water Utilization: A Real-Time Testbed for Irrigation Using Wireless Sensor Networks
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- DOI reference: 10.1109/ACCESS.2018.2836185
The Role of Edge Computing in Internet of Things
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- DOI reference: 10.1109/MCOM.2018.1700906
Toward dynamic resources management for IoT-based manufacturing
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- DOI reference: 10.1109/MCOM.2018.1700629
VANET–LTE based heterogeneous vehicular clustering for driving assistance and route planning applications
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- DOI reference: 10.1016/j.comnet.2018.08.018
Implicit Feedback-based Group Recommender System for Internet of Things Applications
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- DOI reference: 10.1109/GLOBECOM42002.2020.9348091
A Joint Filtering and Precoding Based Uplink MC-NOMA
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- DOI reference: 10.1109/ISNCC.2018.8531025
Q-Learning for energy balancing and avoiding the void hole routing protocol in underwater sensor networks
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- DOI reference: 10.1109/IWCMC.2018.8450289
Buffer Occupancy Based Link Prioritization for Cooperative Wireless Networks
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- DOI reference: 10.1109/IWCMC.2018.8450271
A New Insight Towards Buffer-Aided Relaying in Cooperative Wireless Networks
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- DOI reference: 10.1109/IWCMC.2018.8450295
Fog-assisted Congestion Avoidance Scheme for Internet of Vehicles
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- DOI reference: 10.1109/IWCMC.2018.8450402
Simultaneous Wireless Information and Power Transfer for Buffer-Aided Cooperative Relaying Systems
- Conference Proceedings
- DOI reference: 10.1109/IWCMC.2018.8450326
On the PAPR Reduction: A Novel Filtering Based Hadamard Transform Precoded Uplink MC-NOMA Scheme for 5G Cellular Networks
- Conference Proceedings
- DOI reference: 10.1109/CAIS.2018.8441999
An innovative algorithm for privacy protection in a voice disorder detection system
- Conference Proceedings
- DOI reference: 10.1007/978-3-319-63940-6_32
A quantitative risk assessment model involving frequency and threat degree under line-of-business services for infrastructure of emerging sensor networks
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- DOI reference: 10.3390/s17030642
An Automatic Digital Audio Authentication/Forensics System
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- DOI reference: 10.1109/ACCESS.2017.2672681
Blind Detection of Copy-Move Forgery in Digital Audio Forensics
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- DOI reference: 10.1109/ACCESS.2017.2717842
Bringing Computation Closer toward the User Network: Is Edge Computing the Solution?
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- DOI reference: 10.1109/MCOM.2017.1700120
Characterizing the role of vehicular cloud computing in road traffic management
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- DOI reference: 10.1177/1550147717708728
Cloud robotics in Smart Manufacturing Environments: Challenges and countermeasures
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- DOI reference: 10.1016/j.compeleceng.2017.05.024
Delay and energy consumption analysis of priority guaranteed MAC protocol for wireless body area networks
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- DOI reference: 10.1007/s11276-016-1199-x
Design and analysis of an efficient energy algorithm in wireless social sensor networks
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- DOI reference: 10.3390/s17102166
Energy Efficiency Perspectives of Femtocells in Internet of Things: Recent Advances and Challenges
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- DOI reference: 10.1109/ACCESS.2017.2773834
Enhancing Quality-of-Service Conditions Using a Cross-Layer Paradigm for Ad-Hoc Vehicular Communication
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- DOI reference: 10.1109/ACCESS.2017.2717501
Handover based IMS registration scheme for next generation mobile networks
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- DOI reference: 10.1155/2017/8789513
Heterogeneity-aware task allocation in mobile Ad Hoc cloud
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- DOI reference: 10.1109/ACCESS.2017.2669080
Improving the security in healthcare information system through elman neural network based classifier
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- DOI reference: 10.1166/jmihi.2017.2198
Internet of Things Architecture: Recent Advances, Taxonomy, Requirements, and Open Challenges
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- DOI reference: 10.1109/MWC.2017.1600421
Internet of vehicles for e-health applications: A potential game for optimal network capacity
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- DOI reference: 10.1109/JSYST.2015.2441720
Internet-of-Things-Based Smart Cities: Recent Advances and Challenges
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- DOI reference: 10.1109/MCOM.2017.1600514
M2M Communications in 5G: State-of-the-Art Architecture, Recent Advances, and Research Challenges
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- DOI reference: 10.1109/MCOM.2017.1600559
On connectivity of wireless sensor networks with directional antennas
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- DOI reference: 10.3390/s17010134
On energy efficiency in underwater wireless sensor networks with cooperative routing
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- DOI reference: 10.1007/s12243-017-0560-0
Overcoming the key challenges to establishing vehicular communication: Is SDN the answer?
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- DOI reference: 10.1109/MCOM.2017.1601183
Region based cooperative routing in underwater wireless sensor networks
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- DOI reference: 10.1016/j.jnca.2017.01.013
Social-Aware Resource Allocation and Optimization for D2D Communication
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- DOI reference: 10.1109/MWC.2017.1600087WC
The rise of ransomware and emerging security challenges in the Internet of Things
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- DOI reference: 10.1016/j.comnet.2017.09.003
The role of big data analytics in Internet of Things
- Journals
- DOI reference: 10.1016/j.comnet.2017.06.013
Towards intrusion detection to secure VANET-assisted healthcare monitoring system
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- DOI reference: 10.1166/jmihi.2017.2199
Value-based caching in information-centric wireless body area networks
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- DOI reference: 10.3390/s17010181
Formal specification and validation of a hybrid connectivity restoration algorithm for wireless sensor and actor networks
- Journals
- DOI reference: 10.3390/s120911754
Localized motion-based connectivity restoration algorithms for wireless sensor and actor networks
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- DOI reference: 10.1016/j.jnca.2011.12.002
Application-centric recovery algorithm for wireless sensor and actor networks
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- DOI reference: 10.1504/IJCNDS.2013.054241
A hybrid and secure priority-guaranteed MAC protocol for wireless body area network
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- DOI reference: 10.1155/2014/481761
Formal specification and validation of a localized algorithm for segregation of critical/noncritical nodes in MAHSNs
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- DOI reference: 10.1155/2014/140973
Fortifying intrusion detection systems in dynamic Ad Hoc and wireless sensor networks
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- DOI reference: 10.1155/2014/608162
A Fatigue Measuring Protocol for Wireless Body Area Sensor Networks
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- DOI reference: 10.1007/s10916-015-0338-8
A near-optimal LLR based cooperative spectrum sensing scheme for CRAHNs
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- DOI reference: 10.1109/TWC.2015.2413873
An energy-efficient distributed clustering algorithm for heterogeneous WSNs
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- DOI reference: 10.1186/s13638-015-0376-4
An improved similarity based adaptive step size glowworm algorithm
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- DOI reference: 10.6138/JIT.2015.16.5.20150618b
Automatic Modulation Classification for Low SNR Digital Signal in Frequency-Selective Fading Environments
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- DOI reference: 10.1007/s11277-015-2544-6
Chain-Based communication in cylindrical underwater wireless sensor networks
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- DOI reference: 10.3390/s150203625
Co-LAEEBA: Cooperative link aware and energy efficient protocol for wireless body area networks
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- DOI reference: 10.1016/j.chb.2014.12.051
Comparative analysis of classifiers for developing an adaptive computer-assisted EEG analysis system for diagnosing epilepsy
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- DOI reference: 10.1155/2015/638036
Energy aware simple ant routing algorithm for wireless sensor networks
- Journals
- DOI reference: 10.1155/2015/194532
Energy efficient strategy for throughput improvement in wireless sensor networks
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- DOI reference: 10.3390/s150202473
Extended Gradient RSSI Predictor and Filter for Signal Prediction and Filtering in Communication Holes
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- DOI reference: 10.1007/s11277-015-2394-2
iM-SIMPLE: iMproved stable increased-throughput multi-hop link efficient routing protocol for Wireless Body Area Networks
- Journals
- DOI reference: 10.1016/j.chb.2014.10.005
Modeling mobility and psychological stress based human postural changes in wireless body area networks
- Journals
- DOI reference: 10.1016/j.chb.2014.09.032
Performance analysis of hybrid polling schemes with multiple classes of self-similar and long-range dependent traffic input
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- DOI reference: 10.6138/JIT.2015.16.4.20140215
Secure Key Distribution Using Fragmentation and Assimilation in Wireless Sensor and Actor Networks
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- DOI reference: 10.1155/2015/542856
Securing software defined networks: Taxonomy, requirements, and open issues
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- DOI reference: 10.1109/MCOM.2015.7081073
A framework and mathematical modeling for the vehicular delay tolerant network routing
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- DOI reference: 10.1155/2016/8163893
A multi-hop angular routing protocol for wireless sensor networks
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A novel framework for G/M/1 queuing system based on scheduling-cum-polling mechanism to analyze multiple classes of self-similar and LRD traffic
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- DOI reference: 10.1007/s11276-015-1001-5
A secure and efficient IP multimedia subsystem authentication mechanism for LTE
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- DOI reference: 10.6138/JIT.2016.17.4.20160501e
An adaptive and efficient buffer management scheme for resource-constrained delay tolerant networks
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- DOI reference: 10.1007/s11276-015-1085-y
Automatic Gender Detection Based on Characteristics of Vocal Folds for Mobile Healthcare System
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- DOI reference: 10.1155/2016/7805217
Disjoint Key Establishment Protocol for Wireless Sensor and Actor Networks
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- DOI reference: 10.1155/2016/5071617
Efficient data gathering in 3D linear underwater wireless sensor networks using sink mobility
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- DOI reference: 10.3390/s16030404
Formal verification and validation of a movement control actor relocation algorithm for safety–critical applications
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- DOI reference: 10.1007/s11276-015-0962-8
Green industrial networking: Recent advances, taxonomy, and open research challenges
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- DOI reference: 10.1109/MCOM.2016.7588227
Internet-of-things-based smart environments: State of the art, taxonomy, and open research challenges
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- DOI reference: 10.1109/MWC.2016.7721736
Mobile ad hoc cloud: A survey
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- DOI reference: 10.1002/wcm.2709
Mobile crowd sensing for traffic prediction in internet of vehicles
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- DOI reference: 10.3390/s16010088
Modeling induction and routing to monitor hospitalized patients in multi-hop mobility-aware body area sensor networks
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- DOI reference: 10.1186/s13638-016-0643-z
Secure authentication for remote patient monitoring withwireless medical sensor networks
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- DOI reference: 10.3390/s16040424
Security in Software-Defined Networking: Threats and Countermeasures
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- DOI reference: 10.1007/s11036-016-0676-x
Sink mobility aware energy-efficient network integrated super heterogeneous protocol for WSNs
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- DOI reference: 10.1186/s13638-016-0552-1
Software-Defined Industrial Internet of Things in the Context of Industry 4.0
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- DOI reference: 10.1109/JSEN.2016.2565621
