4.6 Article

IoT and Big Data Applications in Smart Cities: Recent Advances, Challenges, and Critical Issues

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Review Computer Science, Information Systems

Security, Privacy and Risks Within Smart Cities: Literature Review and Development of a Smart City Interaction Framework

Elvira Ismagilova et al.

Summary: The complex and interdependent nature of smart cities poses significant challenges for designers, integrators, and administrators. Research on security, privacy, and risks in smart cities has increased, providing valuable insights and guidance for future studies.

INFORMATION SYSTEMS FRONTIERS (2022)

Article Telecommunications

An Optimized Integrated Framework of Big Data Analytics Managing Security and Privacy in Healthcare Data

Ritu Chauhan et al.

Summary: Big data analytics has significantly impacted the healthcare sector by improving patient diagnostic systems, but issues regarding data privacy and security need to be addressed to ensure successful knowledge discovery in the future.

WIRELESS PERSONAL COMMUNICATIONS (2021)

Article Computer Science, Artificial Intelligence

Deep learning for pedestrian collective behavior analysis in smart cities: A model of group trajectory outlier detection

Asma Belhadi et al.

Summary: This paper presents a new model for identifying collective abnormal human behaviors in smart cities through data mining and deep learning algorithms. Experimental results demonstrate that the deep learning solution outperforms other algorithms in terms of accuracy and runtime.

INFORMATION FUSION (2021)

Review Energy & Fuels

Progress on the demand side management in smart grid and optimization approaches

Eity Sarker et al.

Summary: The integration of demand side management with smart grid can promote residents' transition into smart homes and sustainable cities by reducing carbon emissions. Previous literature has shown that DSM practice can effectively reduce energy costs and carbon emissions, but challenges in SG implementation include security, privacy, tariff regulation, energy transmission, distribution, and effective energy resource utilization. Various international organizations have taken measures to ensure the security and privacy of DSM in SG, and hybrid algorithms have shown better performance in optimizing DSM problems compared to single algorithms. Overall, the paper highlights research gaps and future directions in this field.

INTERNATIONAL JOURNAL OF ENERGY RESEARCH (2021)

Article Energy & Fuels

Techno-economic analysis of the impact of dynamic electricity prices on solar penetration in a smart grid environment with distributed energy storage

Moataz Sheha et al.

Summary: This study examines the technical and economic feasibility of incorporating high levels of solar energy penetration into a smart grid system of 60,000 smart houses. A novel non-cooperative Stackelberg game is introduced to optimize dynamic prices for grid stability, with a focus on profitabilty and distributed storage. The study evaluates ten cases with various photovoltaic plant sizes and battery designs, using metrics such as the levelized cost of energy and payback period to identify the most promising scenarios.

APPLIED ENERGY (2021)

Article Chemistry, Analytical

Improving the Ambient Temperature Control Performance in Smart Homes and Buildings

Fernando Fontes et al.

Summary: This study evaluates the performance gains of implementing advanced pole-placement controllers in climatic control systems, enhanced with additional variables like solar radiation and external temperature. Results show that pole-placement controllers outperform simple controllers and utilizing additional variables leads to significant improvements in key parameters and energy consumption savings.

SENSORS (2021)

Article Construction & Building Technology

Using data monitoring algorithms to physiological indicators in motion based on Internet of Things in smart city

Jian Tian et al.

Summary: This article discusses the monitoring of physiological indicators during exercise in combination with the data fusion algorithm of the smart city Internet of Things health. The simulation experiments demonstrate the method's good computational performance and dynamic load balancing. The results validate that the model can reveal changes associated with severe systemic response syndrome, providing a theoretical basis for understanding autoregulation of physiological control under health and disease conditions.

SUSTAINABLE CITIES AND SOCIETY (2021)

Review Construction & Building Technology

Roles of artificial intelligence in construction engineering and management: A critical review and future trends

Yue Pan et al.

Summary: The adoption of artificial intelligence in construction engineering and management has become a major focus of research, with an increasing number of papers focusing on topics like building information modeling and digital twins. Future research is expected to further explore areas such as intelligent optimization and computer vision to enhance automation and efficiency in CEM.

AUTOMATION IN CONSTRUCTION (2021)

Review Computer Science, Information Systems

Big data and IoT-based applications in smart environments: A systematic review

Yosra Hajjaji et al.

Summary: This paper reviews the applications of big data and Internet of Things (IoT) in smart environments, identifying opportunities and challenges in monitoring, protecting, and improving natural resources. Through a systematic review of academic documents, the most common methods used in smart environment monitoring, agriculture, metering, disaster alerts, etc., were summarized.

COMPUTER SCIENCE REVIEW (2021)

Article Computer Science, Artificial Intelligence

Towards the optimality of service instance selection in mobile edge computing

Guobing Zou et al.

Summary: Mobile edge computing (MEC) aims to reduce response time for service invocations by deploying service instances on edge servers and selecting them based on user proximity. However, service instance selection faces challenges such as server limitations, user mobility, and request interference. A novel genetic algorithm-based approach called GASISMEC is proposed to tackle these challenges and outperforms six baseline approaches in extensive experiments.

KNOWLEDGE-BASED SYSTEMS (2021)

Article Information Science & Library Science

Smart city model based on systems theory

Michal Lom et al.

Summary: This paper introduces a solution for modeling the impact of different scenarios and smart city projects on various subsystems within a city. It emphasizes the interconnection of different systems within a city, facilitating better data exchange and collaboration among heterogeneous agents.

INTERNATIONAL JOURNAL OF INFORMATION MANAGEMENT (2021)

Article Computer Science, Theory & Methods

Integration of Big Data analytics embedded smart city architecture with RESTful web of things for efficient service provision and energy management

Bhagya Nathali Silva et al.

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

Article Telecommunications

Optimal Management of Solid Waste in Smart Cities using Internet of Things

Sahar Idwan et al.

WIRELESS PERSONAL COMMUNICATIONS (2020)

Review Computer Science, Information Systems

Applications of Artificial Intelligence and Machine learning in smart cities

Zaib Ullah et al.

COMPUTER COMMUNICATIONS (2020)

Article Engineering, Multidisciplinary

Data mining-based damage identification of a slab-on-girder bridge using inverse analysis

Meisam Gordan et al.

MEASUREMENT (2020)

Review Engineering, Mechanical

Blockchain for 5G-enabled IoT for industrial automation: A systematic review, solutions, and challenges

Ishan Mistry et al.

MECHANICAL SYSTEMS AND SIGNAL PROCESSING (2020)

Article Engineering, Mechanical

Intelligent vehicle network system and smart city management based on genetic algorithms and image perception

Daming Li et al.

MECHANICAL SYSTEMS AND SIGNAL PROCESSING (2020)

Article Engineering, Environmental

A flexible multiregional input-output database for city-level sustainability footprint analysis in Japan

Takako Wakiyama et al.

RESOURCES CONSERVATION AND RECYCLING (2020)

Article Computer Science, Information Systems

Fog Computing Applications in Smart Cities: A Systematic Survey

Ghazaleh Javadzadeh et al.

WIRELESS NETWORKS (2020)

Article Green & Sustainable Science & Technology

Waste Management in Green and Smart Cities: A Case Study of Russia

Zhanna Mingaleva et al.

SUSTAINABILITY (2020)

Review Engineering, Electrical & Electronic

Wireless Sensor Network Design Methodologies: A Survey

Mohammed Sulaiman BenSaleh et al.

JOURNAL OF SENSORS (2020)

Article Green & Sustainable Science & Technology

Electronic waste collection systems using Internet of Things (IoT): Household electronic waste management in Malaysia

Kai Dean Kang et al.

JOURNAL OF CLEANER PRODUCTION (2020)

Review Computer Science, Interdisciplinary Applications

Manufacturing big data ecosystem: A systematic literature review

Yesheng Cui et al.

ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING (2020)

Article Engineering, Mechanical

Data management techniques for Internet of Things

Bassirou Diene et al.

MECHANICAL SYSTEMS AND SIGNAL PROCESSING (2020)

Article Construction & Building Technology

Security and the smart city: A systematic review

Julian Laufs et al.

Sustainable Cities and Society (2020)

Article Computer Science, Information Systems

An adaptive and Distributed Traffic Management System using Vehicular Ad-hoc Networks

Thiago S. Gomides et al.

COMPUTER COMMUNICATIONS (2020)

Article Computer Science, Information Systems

Privacy-Preserving Traffic Flow Prediction: A Federated Learning Approach

Yi Liu et al.

IEEE INTERNET OF THINGS JOURNAL (2020)

Article Computer Science, Information Systems

Smart City IoT Services Creation Through Large-Scale Collaboration

Flavio Cirillo et al.

IEEE INTERNET OF THINGS JOURNAL (2020)

Article Computer Science, Hardware & Architecture

Intelligence, security, and vehicular sensor networks in internet of things (IoT)-enabled smart-cities: An overview

Fadi Al-Turjman et al.

COMPUTERS & ELECTRICAL ENGINEERING (2020)

Review Construction & Building Technology

Blockchain for smart cities: A review of architectures, integration trends and future research directions

Bharat Bhushan et al.

SUSTAINABLE CITIES AND SOCIETY (2020)

Review Computer Science, Information Systems

Leveraging Deep Learning and IoT big data analytics to support the smart cities development: Review and future directions

Safa Ben Atitallah et al.

COMPUTER SCIENCE REVIEW (2020)

Proceedings Paper Engineering, Civil

Real-Time Vehicular Air Quality Monitoring Using Sensing Technology for Chennai

P. Partheeban et al.

TRANSPORTATION RESEARCH (2020)

Article Computer Science, Theory & Methods

Enhancing cyber-physical systems with hybrid smart city cyber security architecture for secure public data-smart network

Sudhakar Sengan et al.

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

Article Computer Science, Information Systems

Future Trends and Current State of Smart City Concepts: A Survey

Ayca Kirimtat et al.

IEEE ACCESS (2020)

Review Green & Sustainable Science & Technology

A Review of Technical Standards for Smart Cities

Chun Sing Lai et al.

CLEAN TECHNOLOGIES (2020)

Article Computer Science, Information Systems

Smart City IoT Platform Respecting GDPR Privacy and Security Aspects

Claudio Badii et al.

IEEE ACCESS (2020)

Article Computer Science, Information Systems

RFID Based Non-Contact Human Activity Detection Exploiting Cross Polarization

Xuanke He et al.

IEEE ACCESS (2020)

Article Business

Unmanned aerial vehicles applications in future smart cities

Nader Mohamed et al.

TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE (2020)

Review Information Science & Library Science

The dual effects of the Internet of Things (IoT): A systematic review of the benefits and risks of IoT adoption by organizations

Paul Brous et al.

INTERNATIONAL JOURNAL OF INFORMATION MANAGEMENT (2020)

Article Computer Science, Theory & Methods

A novel big data analytics framework for smart cities

Ahmed M. Shahat Osman

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

Article Engineering, Civil

Big Data Analytics in Intelligent Transportation Systems: A Survey

Li Zhu et al.

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS (2019)

Review Mathematics, Interdisciplinary Applications

Review of the Complexity of Managing Big Data of the Internet of Things

David Gil et al.

COMPLEXITY (2019)

Article Computer Science, Hardware & Architecture

All one needs to know about fog computing and related edge computing paradigms: A complete survey

Ashkan Yousefpour et al.

JOURNAL OF SYSTEMS ARCHITECTURE (2019)

Review Green & Sustainable Science & Technology

Data Mining and Machine Learning to Promote Smart Cities: A Systematic Review from 2000 to 2018

Jovani Taveira de Souza et al.

SUSTAINABILITY (2019)

Review Computer Science, Artificial Intelligence

Smart city big data analytics: An advanced review

Kamran Soomro et al.

WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY (2019)

Article Computer Science, Theory & Methods

Big Data Analytics for Large-scale Wireless Networks: Challenges and Opportunities

Hong-Ning Dai et al.

ACM COMPUTING SURVEYS (2019)

Review Green & Sustainable Science & Technology

Key technologies of ubiquitous power Internet of Things-aided smart grid

Aihua Jiang et al.

JOURNAL OF RENEWABLE AND SUSTAINABLE ENERGY (2019)

Article Computer Science, Information Systems

Big Data Issues in Smart Grids: A Survey

Maedeh Ghorbanian et al.

IEEE SYSTEMS JOURNAL (2019)

Article Computer Science, Information Systems

Mobile Edge Computing With Wireless Backhaul: Joint Task Offloading and Resource Allocation

Quoc-Viet Pham et al.

IEEE ACCESS (2019)

Article Computer Science, Information Systems

A comparative study of LPWAN technologies for large-scale IoT deployment

Kais Mekki et al.

ICT EXPRESS (2019)

Article Telecommunications

Secure and Reliable IoT Networks Using Fog Computing with Software-Defined Networking and Blockchain

Ammar Muthanna et al.

JOURNAL OF SENSOR AND ACTUATOR NETWORKS (2019)

Article Psychology, Multidisciplinary

Social media big data analytics: A survey

Norjihan Abdul Ghani et al.

COMPUTERS IN HUMAN BEHAVIOR (2019)

Article Computer Science, Theory & Methods

Evaluation of distributed stream processing frameworks for IoT applications in Smart Cities

Hamid Nasiri et al.

JOURNAL OF BIG DATA (2019)

Proceedings Paper Computer Science, Theory & Methods

Big Data Role in Improving Intelligent Transportation Systems Safety: A Survey

Mohammed Arif Amin et al.

ADVANCES IN INTERNET, DATA AND WEB TECHNOLOGIES (2019)

Article Business

Smart cities and entrepreneurship: An agenda for future research

Rama Krishna Reddy Kummitha

TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE (2019)

Review Information Science & Library Science

Smart cities: Advances in research-An information systems perspective

Elvira Ismagilova et al.

INTERNATIONAL JOURNAL OF INFORMATION MANAGEMENT (2019)

Article Engineering, Industrial

Data cleansing for energy-saving: a case of Cyber-Physical Machine Tools health monitoring system

Changyi Deng et al.

INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH (2018)

Article Computer Science, Information Systems

Hybrid computation offloading for smart home automation in mobile cloud computing

Jie Zhang et al.

PERSONAL AND UBIQUITOUS COMPUTING (2018)

Article Telecommunications

A Novel Anomaly Detection Algorithm Using DBSCAN and SVM in Wireless Sensor Networks

Hossein Saeedi Emadi et al.

WIRELESS PERSONAL COMMUNICATIONS (2018)

Article Telecommunications

SymbioCity: Smart cities for smarter networks

Federico Chiariotti et al.

TRANSACTIONS ON EMERGING TELECOMMUNICATIONS TECHNOLOGIES (2018)

Article Computer Science, Information Systems

Towards video streaming in IoT Environments: Vehicular communication perspective

Ahmed Aliyu et al.

COMPUTER COMMUNICATIONS (2018)

Article Engineering, Electrical & Electronic

Enabling Cognitive Smart Cities Using Big Data and Machine Learning: Approaches and Challenges

Mehdi Mohammadi et al.

IEEE COMMUNICATIONS MAGAZINE (2018)

Article Engineering, Electrical & Electronic

Model Compression and Acceleration for Deep Neural Networks The principles, progress, and challenges

Yu Cheng et al.

IEEE SIGNAL PROCESSING MAGAZINE (2018)

Article Automation & Control Systems

Wide and Deep Convolutional Neural Networks for Electricity-Theft Detection to Secure Smart Grids

Zibin Zheng et al.

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS (2018)

Article Transportation Science & Technology

Recent applications of big data analytics in railway transportation systems: A survey

Faeze Ghofrani et al.

TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES (2018)

Article Computer Science, Information Systems

Internet-of-Things and Smart Homes for Elderly Healthcare: An End User Perspective

Debajyoti Pal et al.

IEEE ACCESS (2018)

Article Computer Science, Information Systems

A Survey on Mobile Data Offloading Technologies

Huan Zhou et al.

IEEE ACCESS (2018)

Review Construction & Building Technology

Towards sustainable smart cities: A review of trends, architectures, components, and open challenges in smart cities

Bhagya Nathali Silva et al.

SUSTAINABLE CITIES AND SOCIETY (2018)

Article Computer Science, Hardware & Architecture

Attribute-Based Credentials for Privacy-Aware Smart Health Services in IoT- Based Smart Cities

Jose Maria de Fuentes et al.

COMPUTER (2018)

Review Engineering, Environmental

The future of waste management in smart and sustainable cities: A review and concept paper

Behzad Esmaeilian et al.

WASTE MANAGEMENT (2018)

Article Computer Science, Information Systems

Networking architectures and protocols for smart city systems

Imad Jawhar et al.

JOURNAL OF INTERNET SERVICES AND APPLICATIONS (2018)

Article Business

Understanding business model in the Internet of Things industry

Concetta Metallo et al.

TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE (2018)

Article Computer Science, Theory & Methods

Big healthcare data: preserving security and privacy

Karim Abouelmehdi et al.

JOURNAL OF BIG DATA (2018)

Article Computer Science, Theory & Methods

Business model analysis of public services operating in the smart city ecosystem: The case of SmartSantander

Raimundo Diaz-Diaz et al.

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

Article Engineering, Electrical & Electronic

Efficient Energy Management for the Internet of Things in Smart Cities

Waleed Ejaz et al.

IEEE COMMUNICATIONS MAGAZINE (2017)

Article Computer Science, Information Systems

Smart Cities: A Survey on Data Management, Security, and Enabling Technologies

Ammar Gharaibeh et al.

IEEE COMMUNICATIONS SURVEYS AND TUTORIALS (2017)

Article Engineering, Electrical & Electronic

Public Cloud Storage-Assisted Mobile Social Video Sharing: A Supermodular Game Approach

Han Hu et al.

IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS (2017)

Article Engineering, Civil

Dynamic Hierarchical Aggregation for Vehicular Sensing

Jagruti Sahoo et al.

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS (2017)

Article Computer Science, Hardware & Architecture

MIST: Fog-based data analytics scheme with cost-efficient resource provisioning for IoT crowdsensing applications

Hamid Reza Arkian et al.

JOURNAL OF NETWORK AND COMPUTER APPLICATIONS (2017)

Article Transportation Science & Technology

Deep learning for short-term traffic flow prediction

Nicholas G. Polson et al.

TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES (2017)

Article Automation & Control Systems

A Framework for Mining RFID Data From Schedule-Based Systems

Gurdal Ertek et al.

IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS (2017)

Article Computer Science, Information Systems

Live Data Analytics With Collaborative Edge and Cloud Processing in Wireless IoT Networks

Shree Krishna Sharma et al.

IEEE ACCESS (2017)

Article Computer Science, Information Systems

Privacy-Preserving Data Mining: Methods, Metrics, and Applications

Ricardo Mendes et al.

IEEE ACCESS (2017)

Article Computer Science, Information Systems

A Survey on Internet of Things: Architecture, Enabling Technologies, Security and Privacy, and Applications

Jie Lin et al.

IEEE INTERNET OF THINGS JOURNAL (2017)

Review Construction & Building Technology

Smart sustainable cities of the future: An extensive interdisciplinary literature review

Simon Elias Bibri et al.

SUSTAINABLE CITIES AND SOCIETY (2017)

Article Computer Science, Hardware & Architecture

Robust decentralized data storage and retrieval for wireless networks

Louai Al-Awami et al.

COMPUTER NETWORKS (2017)

Article Psychology, Multidisciplinary

Introducing fuzzy like in social networks and its effects on advertising profits and human behavior

Mohammad Hajarian et al.

COMPUTERS IN HUMAN BEHAVIOR (2017)

Article Computer Science, Information Systems

PrivBayes: Private Data Release via Bayesian Networks

Jun Zhang et al.

ACM TRANSACTIONS ON DATABASE SYSTEMS (2017)

Article Engineering, Electrical & Electronic

Big data framework for analytics in smart grids

Amr A. Munshi et al.

ELECTRIC POWER SYSTEMS RESEARCH (2017)

Article Computer Science, Hardware & Architecture

Urban planning and building smart cities based on the Internet of Things using Big Data analytics

M. Mazhar Rathore et al.

COMPUTER NETWORKS (2016)

Article Computer Science, Software Engineering

Internet of Things for Smart Cities: Interoperability and Open Data

Bengt Ahlgren et al.

IEEE INTERNET COMPUTING (2016)

Article Computer Science, Hardware & Architecture

Big data in mobile social networks: a QoE-oriented framework

Zhou Su et al.

IEEE NETWORK (2016)

Article Information Science & Library Science

The role of big data in smart city

Ibrahim Abaker Targio Hashem et al.

INTERNATIONAL JOURNAL OF INFORMATION MANAGEMENT (2016)

Proceedings Paper Computer Science, Information Systems

Analysis of Eight Data Mining Algorithms for Smarter Internet of Things (IoT)

Funian Alam et al.

7TH INTERNATIONAL CONFERENCE ON EMERGING UBIQUITOUS SYSTEMS AND PERVASIVE NETWORKS (EUSPN 2016)/THE 6TH INTERNATIONAL CONFERENCE ON CURRENT AND FUTURE TRENDS OF INFORMATION AND COMMUNICATION TECHNOLOGIES IN HEALTHCARE (ICTH-2016) (2016)

Proceedings Paper Computer Science, Theory & Methods

Firework: Big Data Sharing and Processing in Collaborative Edge Environment

Quan Zhang et al.

PROCEEDINGS OF 2016 FOURTH IEEE WORKSHOP ON HOT TOPICS IN WEB SYSTEMS AND TECHNOLOGIES (HOTWEB) (2016)

Article Business

Lessons in urban monitoring taken from sustainable and livable cities to better address the Smart Cities initiative

Maria-Lluisa Marsal-Llacuna et al.

TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE (2015)

Article Urban Studies

Smart Cities: Definitions, Dimensions, Performance, and Initiatives

Vito Albino et al.

JOURNAL OF URBAN TECHNOLOGY (2015)