4.4 Article

A roadmap towards energy-efficient data fusion methods in the Internet of Things

Related references

Note: Only part of the references are listed.
Article Computer Science, Software Engineering

Cyber situation perception for Internet of Things systems based onzero-dayattack activities recognition within advanced persistent threat

Xiang Cheng et al.

Summary: With the development of IoT technology, advanced persistent threats (APTs) have emerged as severe threats to IoT systems. However, existing technologies fail to timely recognize APT attacks, especially zero-day exploits. In this paper, we propose a novel method, Cyber Situation Perception for IoT systems, which can effectively recognize APT attack activities. We also design an edge computing framework for applying this method to typical IoT systems.

CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE (2022)

Article Computer Science, Software Engineering

Single-objective service composition methods in cloud manufacturing systems: Recent techniques, classification, and future trends

Vahideh Hayyolalam et al.

Summary: With the increasing trend of customers utilizing cloud manufacturing, service providers are encouraged to publish services with various functional and non-functional characteristics, making service composition and optimal selection one of the most challenging topics in cloud manufacturing. Therefore, conducting a comprehensive review of current studies on single-objective service composition in cloud manufacturing is essential.

CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE (2022)

Article Computer Science, Software Engineering

A comparative study on SoC embedded low power GPUs for real-time edge-based automated traffic surveillance

Deepak Jaiswal et al.

Summary: This article discusses the challenge of real-time processing for automated traffic surveillance and compares the suitability of SoCs embedded with low-power GPUs for edge devices. The study recommends optimization techniques and shows that real-time processing for HD videos can be achieved with implementations optimized for these SoCs.

CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE (2022)

Article

Are Covert DDoS Attacks Facing Multi-Feature Detectors Feasible?

Amir Reza Ramtin et al.

Performance Evaluation Review (2022)

Article Engineering, Civil

Digital Twins in Unmanned Aerial Vehicles for Rapid Medical Resource Delivery in Epidemics

Zhihan Lv et al.

Summary: This study explores the impact of Digital Twins in Unmanned Aerial Vehicles on providing medical resources during COVID-19 prevention and control, introducing deep learning algorithms and proposing a UAV DTs information forecasting model. The model shows better performance in terms of transmission delays, energy consumption, task completion time, and resource utilization rate compared to other state-of-art models as end-users and task proportion increase.

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS (2022)

Article Computer Science, Artificial Intelligence

Learning From a Complementary-Label Source Domain: Theory and Algorithms

Yiyang Zhang et al.

Summary: This article introduces a new method in unsupervised domain adaptation using complementary label data, provides a theoretical bound, and considers two different scenarios. By proposing the complementary label adversarial network CLARINET, the CC-UDA and PC-UDA problems are solved, showing superior performance in experiments.

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS (2022)

Review Computer Science, Information Systems

Edge-Assisted Solutions for IoT-Based Connected Healthcare Systems: A Literature Review

Vahideh Hayyolalam et al.

Summary: With the rapid growth of edge-assisted solutions in IoT networks, connected healthcare increasingly relies on such solutions. These systems employ novel technologies, such as IoT, edge computing, and AI, to transform conventional health systems into more effective, personalized intelligent systems. However, these systems face restrictions and require new policies. Edge computing, achieved by moving computation and processing closer to data sources and end-users, can reduce latency, bandwidth usage, and energy consumption.

IEEE INTERNET OF THINGS JOURNAL (2022)

Article Computer Science, Information Systems

Analysis of the Security of Internet of Multimedia Things

Zhihan Lv et al.

Summary: This study designed an Anonymous Batch Authentication Scheme (ABAH) to protect user privacy, focusing on the issues of Internet of Things perception data sharing and user privacy information exposure. The results show that with increasing information size, the transmission delay and packet loss rate also increase, but ABAH has high validation efficiency in the case of the same amount of validation information.

ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS (2021)

Article Computer Science, Information Systems

Unification of Blockchain and Internet of Things (BIoT): requirements, working model, challenges and future directions

Bharat Bhushan et al.

Summary: The Internet of Things (IoTs) connects digital and physical objects using blockchain technology to ensure security, data privacy, and resistance against attacks. Remodeling blockchain to meet IoT needs can establish trusted data exchange and auditability.

WIRELESS NETWORKS (2021)

Article Computer Science, Hardware & Architecture

A trust-based fuzzy neural network for smart data fusion in internet of things

Sunil Kumar Malchi et al.

Summary: The study proposes an approach using Elfes Sugeno Fuzzy and Trust-based Neural Networks method to balance the data processing requirements of IoT devices, including coverage rate, energy consumption, and data storage capacity. Simulation results demonstrate that the method effectively saves energy while ensuring sufficient storage capacity to cover the monitored area.

COMPUTERS & ELECTRICAL ENGINEERING (2021)

Article Computer Science, Theory & Methods

Complex event detection for commodity distribution Internet of Things model incorporating radio frequency identification and Wireless Sensor Network

Xu Zhu

Summary: This paper discusses the fusion approach of Radio Frequency Identification (RFID) technology and wireless sensor networks, addressing energy imbalance in infusion networks. By designing an improved network structure model, developing RFID systems, and researching environmental collection terminals, the monitoring system design and development are achieved. The efficiency and accuracy of the results are improved compared to other studies, making the model more practical.

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE (2021)

Article Computer Science, Information Systems

Continuous Authentication Through Finger Gesture Interaction for Smart Homes Using WiFi

Hao Kong et al.

Summary: Finger Pass uses CSI of surrounding WiFi signals to continuously authenticate users through finger gestures, with two stages of login and interaction to achieve high authentication accuracy and low response latency.

IEEE TRANSACTIONS ON MOBILE COMPUTING (2021)

Article Computer Science, Hardware & Architecture

Fundamental scaling laws of covert DDoS attacks

Amir Reza Ramtin et al.

Summary: The paper investigates the detection of DDoS attacks at the network edge and explores the maximum amount of traffic that covert attackers can generate. Through statistical hypothesis testing and validation with real data, it demonstrates the potential threat that attackers can pose to network infrastructure.

PERFORMANCE EVALUATION (2021)

Article Computer Science, Information Systems

The importance of nature-inspired meta-heuristic algorithms for solving virtual machine consolidation problem in cloud environments

Behrouz Pourghebleh et al.

Summary: Cloud computing is a modern technology that allows users to rent computing resources based on a pay-per-use model, however, high energy consumption in complex cloud data centers has become a serious concern. Virtual Machine (VM) consolidation plays a vital role in utilizing cloud resources efficiently, but a lack of systematic study in this field is evident. Future research is needed to explore the role of nature-inspired meta-heuristic algorithms and outline the future directions in solving the VM consolidation problem.

CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS (2021)

Article Computer Science, Information Systems

Industrial Security Solution for Virtual Reality

Zhihan Lv et al.

Summary: The study introduces the CSWC-SVM algorithm and demonstrates its effectiveness in responding to attacks on industrial control systems in a virtual reality environment, providing practical significance for application.

IEEE INTERNET OF THINGS JOURNAL (2021)

Article Computer Science, Theory & Methods

An AI-enabled lightweight data fusion and load optimization approach for Internet of Things

Mian Ahmad Jan et al.

Summary: This paper proposes a method to ensure Quality of Service (QoS) in IoT applications by eliminating data correlation, optimizing data fusion and load distribution between nodes and edge servers, and dynamically maintaining an optimal Gateway-Edge configuration using meta-heuristic algorithms. Experimental results validate the effectiveness of the approach for large-scale and densely populated IoT applications.

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE (2021)

Article Computer Science, Hardware & Architecture

EDGE INTELLIGENCE FOR EMPOWERING IOT-BASED HEALTHCARE SYSTEMS

Vahideh Hayyolalam et al.

Summary: The demand for real-time, affordable, and efficient smart healthcare services is rising exponentially, and edge computing technology along with AI can provide effective solutions. The article emphasizes the advantages of edge intelligent technology and AI in smart healthcare systems, and proposes a new smart healthcare model.

IEEE WIRELESS COMMUNICATIONS (2021)

Article Chemistry, Analytical

Use of the K-Nearest Neighbour Classifier in Wear Condition Classification of a Positive Displacement Pump

Jaroslaw Konieczny et al.

Summary: This paper introduces a learning system using a K-nearest neighbour classifier to classify the wear condition of a multi-piston positive displacement pump. By conducting diagnostic experiments and analyzing vibration signals, signal features were extracted and classification models were created to assess their accuracy, which was later verified with new measurement data.

SENSORS (2021)

Review Computer Science, Artificial Intelligence

A survey on machine learning based light curve analysis for variable astronomical sources

Ce Yu et al.

Summary: The advancement in observation capabilities has facilitated the expansion of new data available for time domain astronomy research, leading to an accelerated accumulation of observational data. The integration of artificial intelligence technology into light curve analysis is essential for maximizing the scientific value of data and identifying candidates that align with research goals. The future of light curve analysis relies heavily on the implementation of machine learning and deep learning techniques to explore variable celestial objects.

WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY (2021)

Article Computer Science, Theory & Methods

Smart and Practical Privacy-Preserving Data Aggregation for Fog-Based Smart Grids

Shuai Zhao et al.

Summary: The article presents a smart and practical Privacy-preserving Data Aggregation (PDA) scheme with smart pricing and packing method for fog-based smart grids, achieving diversified tariffs, multifunctional statistics and efficiency. The proposed scheme includes a smart PDA scheme with Smart Pricing (PDA-SP) and a practical PDA scheme with Packing Method (PDA-PM), which reduces encrypted data size and improves secure computations. The scheme is secure against many threats and effectively reduces computation and communication overheads through Somewhat Homomorphic Encryption (SHE) and an optimized packing method.

IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY (2021)

Article Computer Science, Theory & Methods

Security, privacy and trust of different layers in Internet-of-Things (IoTs) framework

Aakanksha Tewari et al.

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE (2020)

Article Automation & Control Systems

Multi-sensor state estimation over lossy channels using coded measurements

Tianju Sui et al.

AUTOMATICA (2020)

Article Computer Science, Software Engineering

Urban population density estimation based on spatio-temporal trajectories

Fei Xue et al.

CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE (2020)

Article Computer Science, Artificial Intelligence

An overview of data fusion techniques for Internet of Things enabled physical activity recognition and measure

Jun Qi et al.

INFORMATION FUSION (2020)

Article Economics

An intelligent logistics service system for enhancing dispatching operations in an IoT environment

Jianxin Wang et al.

TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW (2020)

Article Computer Science, Information Systems

New approach of multi-path reliable transmission for marginal wireless sensor network

De-gan Zhang et al.

WIRELESS NETWORKS (2020)

Article Computer Science, Information Systems

Fog Computing Applications in Smart Cities: A Systematic Survey

Ghazaleh Javadzadeh et al.

WIRELESS NETWORKS (2020)

Article Agriculture, Multidisciplinary

Multilevel data fusion for the internet of things in smart agriculture

Andrei B. B. Torres et al.

COMPUTERS AND ELECTRONICS IN AGRICULTURE (2020)

Article Geochemistry & Geophysics

Multiresolution Multimodal Sensor Fusion for Remote Sensing Data With Label Uncertainty

Xiaoxiao Du et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2020)

Article Computer Science, Information Systems

DFIOT: Data Fusion for Internet of Things

Sahar Boulkaboul et al.

JOURNAL OF NETWORK AND SYSTEMS MANAGEMENT (2020)

Article Computer Science, Information Systems

Mobile Internet of Things Under Data Physical Fusion Technology

Zhihan Lv et al.

IEEE INTERNET OF THINGS JOURNAL (2020)

Article Computer Science, Information Systems

Research on video flame detection algorithm based on improved DS evidence theory

Yueyan Qin et al.

MULTIMEDIA TOOLS AND APPLICATIONS (2020)

Review Computer Science, Information Systems

Service discovery in the Internet of Things: review of current trends and research challenges

Behrouz Pourghebleh et al.

WIRELESS NETWORKS (2020)

Article Computer Science, Information Systems

Reliable data dissemination for the Internet of Things using Harris hawks optimization

Ali Seyfollahi et al.

PEER-TO-PEER NETWORKING AND APPLICATIONS (2020)

Article Computer Science, Artificial Intelligence

Fault Matters: Sensor data fusion for detection of faults using Dempster Shafer theory of evidence in IoT-based applications

Nimisha Ghosh et al.

EXPERT SYSTEMS WITH APPLICATIONS (2020)

Article Automation & Control Systems

Novel results on nonfragile sampled-data exponential synchronization for delayed complex dynamical networks

Can Zhao et al.

INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL (2020)

Article Engineering, Electrical & Electronic

Distributed Gauss-Newton Method for State Estimation Using Belief Propagation

Mirsad Cosovic et al.

IEEE TRANSACTIONS ON POWER SYSTEMS (2019)

Article Computer Science, Artificial Intelligence

Particle swarm Optimized Density-based Clustering and Classification: Supervised and unsupervised learning approaches

Chun Guan et al.

SWARM AND EVOLUTIONARY COMPUTATION (2019)

Article Chemistry, Analytical

Streaming Data Fusion for the Internet of Things

Klemen Kenda et al.

SENSORS (2019)

Article Automation & Control Systems

Exploring the state-of-the-art service composition approaches in cloud manufacturing systems to enhance upcoming techniques

Vahideh Hayyolalam et al.

INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY (2019)

Article Computer Science, Theory & Methods

The role of big data analytics in industrial Internet of Things

Muhammad Habib Ur Rehman et al.

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE (2019)

Article Computer Science, Information Systems

SensorRank: An Energy Efficient Sensor Activation Algorithm for Sensor Data Fusion in Wireless Networks

Nashreen Nesa et al.

IEEE INTERNET OF THINGS JOURNAL (2019)

Article Computer Science, Artificial Intelligence

Survey on supervised machine learning techniques for automatic text classification

Ammar Ismael Kadhim

ARTIFICIAL INTELLIGENCE REVIEW (2019)

Article Computer Science, Artificial Intelligence

An improved energy efficient cluster head selection protocol using the double cluster heads and data fusion methods for IoT applications

S. Anthony Jesudurai et al.

COGNITIVE SYSTEMS RESEARCH (2019)

Article Computer Science, Hardware & Architecture

Current research on Internet of Things (IoT) security: A survey

Mardiana Binti Mohamad Noor et al.

COMPUTER NETWORKS (2019)

Article Computer Science, Artificial Intelligence

A survey on data fusion in internet of things: Towards secure and privacy-preserving fusion

Wenxiu Ding et al.

INFORMATION FUSION (2019)

Article Engineering, Electrical & Electronic

Towards efficient data collection mechanisms in the vehicular ad hoc networks

Behrouz Pourghebleh et al.

INTERNATIONAL JOURNAL OF COMMUNICATION SYSTEMS (2019)

Article Computer Science, Information Systems

A Comprehensive Study on the Trust Management Techniques in the Internet of Things

Behrouz Pourghebleh et al.

IEEE INTERNET OF THINGS JOURNAL (2019)

Article Computer Science, Information Systems

Pipeline Leak Detection Systems and Data Fusion: A Survey

Uthman Baroudi et al.

IEEE ACCESS (2019)

Article Computer Science, Theory & Methods

Fuzzy based Data Fusion for Energy Efficient Internet of Things

Madan Mohan Agarwal et al.

INTERNATIONAL JOURNAL OF GRID AND HIGH PERFORMANCE COMPUTING (2019)

Proceedings Paper Engineering, Electrical & Electronic

Network Intrusion Detection using Supervised Machine Learning Technique with Feature Selection

Kazi Abu Taher et al.

2019 1ST INTERNATIONAL CONFERENCE ON ROBOTICS, ELECTRICAL AND SIGNAL PROCESSING TECHNIQUES (ICREST) (2019)

Article Computer Science, Hardware & Architecture

Improving Vehicle Localization in a Smart City with Low Cost Sensor Networks and Support Vector Machines

Ikram Belhajem et al.

MOBILE NETWORKS & APPLICATIONS (2018)

Article Computer Science, Software Engineering

A multisensor data fusion strategy for path selection in Internet-of-Things oriented wireless sensor network (WSN)

Shishupal Kumar et al.

CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE (2018)

Article Computer Science, Theory & Methods

Research on data fusion algorithm and anti-collision algorithm based on internet of things

Yongfeng Cui et al.

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE (2018)

Article Computer Science, Artificial Intelligence

Local and Global Feature Learning for Blind Quality Evaluation of Screen Content and Natural Scene Images

Wujie Zhou et al.

IEEE TRANSACTIONS ON IMAGE PROCESSING (2018)

Review Computer Science, Hardware & Architecture

A systematic literature review on QoS-aware service composition and selection in cloud environment

Vahideh Hayyolalam et al.

JOURNAL OF NETWORK AND COMPUTER APPLICATIONS (2018)

Review Computer Science, Hardware & Architecture

Service composition approaches in IoT: A systematic review

Parvaneh Asghari et al.

JOURNAL OF NETWORK AND COMPUTER APPLICATIONS (2018)

Article Computer Science, Theory & Methods

Event-based sensor data exchange and fusion in the Internet of Things environments

Christian Esposito et al.

JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING (2018)

Article Engineering, Multidisciplinary

Non-intrusive fall detection monitoring for the elderly based on fuzzy logic

Poi Voon Er et al.

MEASUREMENT (2018)

Review Computer Science, Information Systems

Data Fusion for Network Intrusion Detection: A Review

Guoquan Li et al.

SECURITY AND COMMUNICATION NETWORKS (2018)

Article Computer Science, Hardware & Architecture

DISTRIBUTED DATA PRIVACY PRESERVATION IN IOT APPLICATIONS

Jun Du et al.

IEEE WIRELESS COMMUNICATIONS (2018)

Proceedings Paper Engineering, Electrical & Electronic

A Hybrid Reasoning Approach for Activity Recognition Based on Answer Set Programming and Dempster-Shafer Theory

Fadi Al Machot et al.

RECENT ADVANCES IN NONLINEAR DYNAMICS AND SYNCHRONIZATION: WITH SELECTED APPLICATIONS IN ELECTRICAL ENGINEERING, NEUROCOMPUTING, AND TRANSPORTATION (2018)

Article Computer Science, Information Systems

Internet of things reference architectures, security and interoperability: A survey

B. Di Martino et al.

INTERNET OF THINGS (2018)

Article Computer Science, Theory & Methods

Major requirements for building Smart Homes in Smart Cities based on Internet of Things technologies

Terence K. L. Hui et al.

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE (2017)

Article Computer Science, Information Systems

An Adaptive Bayesian System for Context-Aware Data Fusion in Smart Environments

Alessandra De Paola et al.

IEEE TRANSACTIONS ON MOBILE COMPUTING (2017)

Article Engineering, Chemical

Probabilistic analysis of natural gas pipeline network accident based on Bayesian network

Jiansong Wu et al.

JOURNAL OF LOSS PREVENTION IN THE PROCESS INDUSTRIES (2017)

Review Computer Science, Hardware & Architecture

Data aggregation mechanisms in the Internet of things: A systematic review of the literature and recommendations for future research

Behrouz Pourghebleh et al.

JOURNAL OF NETWORK AND COMPUTER APPLICATIONS (2017)

Review Engineering, Biomedical

Application of data fusion techniques and technologies for wearable health monitoring

Rachel C. King et al.

MEDICAL ENGINEERING & PHYSICS (2017)

Article Computer Science, Information Systems

Data Fusion and IoT for Smart Ubiquitous Environments: A Survey

Furqan Alam et al.

IEEE ACCESS (2017)

Article Computer Science, Information Systems

IoT-Based Sensor Data Fusion for Occupancy Sensing Using Dempster-Shafer Evidence Theory for Smart Buildings

Nashreen Nesa et al.

IEEE INTERNET OF THINGS JOURNAL (2017)

Review Computer Science, Information Systems

Internet of Things: Architectures, Protocols, and Applications

Pallavi Sethi et al.

JOURNAL OF ELECTRICAL AND COMPUTER ENGINEERING (2017)

Article Telecommunications

XMPP-based infrastructure for IoT network management and rapid services and applications development

Enrico Ferrera et al.

ANNALS OF TELECOMMUNICATIONS (2017)

Article Computer Science, Information Systems

Cloud-Assisted Data Fusion and Sensor Selection for Internet of Things

Farshid Hassani Bijarbooneh et al.

IEEE INTERNET OF THINGS JOURNAL (2016)

Review Computer Science, Theory & Methods

Survey of context information fusion for ubiquitous Internet-of-Things (IoT) systems

Vijay Borges

OPEN COMPUTER SCIENCE (2016)

Article Computer Science, Artificial Intelligence

Data fusion in intelligent transportation systems: Progress and challenges - A survey

Nour-Eddin El Faouzi et al.

INFORMATION FUSION (2011)