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Future Internet, Volume 15, Issue 9

2023 September - 36 articles

Cover Story: Digital twins enhance the intelligent manufacturing process by replicating system behavior, offering real-time analysis, and predictive maintenance during operations. Due to modeling complexity, most of them use purely data-driven approaches without considering physical phenomena. To attenuate modeling error and increase modeling interpretability, this paper proposes a novel approach, using neural ODEs and physical dynamical equations for cooling fan system digital twins. This hybrid modeling approach achieves accurate prediction with fewer parameters and is robust against unexpected input patterns. This work demonstrates great potential for adapting neural networks into a physical or mathematical framework, enabling more intelligent and robust manufacturing processes in the future. View this paper
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Articles (36)

  • Article
  • Open Access
14 Citations
3,842 Views
23 Pages

21 September 2023

With the development of Internet of Things (IoT) technologies, industries such as healthcare have started using low-powered sensor-based devices. Because IoT devices are typically low-powered, they are susceptible to cyber intrusions. As an emerging...

  • Article
  • Open Access
2 Citations
3,175 Views
21 Pages

20 September 2023

Distributed smart home systems using wireless communication are increasingly installed and operated in households. Their popularity is due to the ease of installation and configuration. This paper presents a comprehensive technical, quality, and ener...

  • Article
  • Open Access
12 Citations
4,042 Views
19 Pages

Force-Based Self-Organizing MANET/FANET with a UAV Swarm

  • Fabrice Saffre,
  • Hanno Hildmann and
  • Antti Anttonen

19 September 2023

This paper introduces a novel distributed algorithm designed to optimize the deployment of access points within Mobile Ad Hoc Networks (MANETs) for better service quality in infrastructure-less environments. The algorithm operates based on local, ind...

  • Article
  • Open Access
13 Citations
3,219 Views
28 Pages

18 September 2023

In this paper we consider the research and development of classifiers that are trained to predict the task solved by source code. Possible applications of such task detection algorithms include method name prediction, hardware–software partitio...

  • Article
  • Open Access
3 Citations
2,340 Views
23 Pages

Proof of Flow: A Design Pattern for the Green Energy Market

  • Valerio Mandarino,
  • Giuseppe Pappalardo and
  • Emiliano Tramontana

17 September 2023

The increased penetration of Distributed Energy Resources (DERs) in electricity markets has given rise to a new category of energy players, called Aggregators, whose role is to ensure fair remuneration for energy supplied by DERs, and support the smo...

  • Review
  • Open Access
13 Citations
6,405 Views
27 Pages

13 September 2023

The rapid expansion of social media platforms has resulted in an unprecedented surge of short text content being generated on a daily basis. Extracting valuable insights and patterns from this vast volume of textual data necessitates specialized tech...

  • Review
  • Open Access
79 Citations
16,915 Views
25 Pages

13 September 2023

The trend of the next generation of the internet has already been scrutinized by top analytics enterprises. According to Gartner investigations, it is predicted that, by 2024, 75% of the global population will have their personal data covered under p...

  • Article
  • Open Access
6 Citations
3,118 Views
17 Pages

On Evaluating IoT Data Trust via Machine Learning

  • Timothy Tadj,
  • Reza Arablouei and
  • Volkan Dedeoglu

12 September 2023

Data trust in IoT is crucial for safeguarding privacy, security, reliable decision-making, user acceptance, and complying with regulations. Various approaches based on supervised or unsupervised machine learning (ML) have recently been proposed for e...

  • Article
  • Open Access
11 Citations
3,757 Views
22 Pages

Prototyping a Hyperledger Fabric-Based Security Architecture for IoMT-Based Health Monitoring Systems

  • Filippos Pelekoudas-Oikonomou,
  • José C. Ribeiro,
  • Georgios Mantas,
  • Georgia Sakellari and
  • Jonathan Gonzalez

11 September 2023

The Internet of Medical Things (IoMT) has risen significantly in recent years and has provided better quality of life by enabling IoMT-based health monitoring systems. Despite that fact, innovative security mechanisms are required to meet the securit...

  • Article
  • Open Access
8 Citations
3,967 Views
27 Pages

10 September 2023

The Internet of Things (IoT) enables us to gain access to a wide range of data from the physical world that can be analyzed for deriving critical state information. In this regard, machine learning (ML) is a valuable tool that can be used to develop...

  • Article
  • Open Access
3 Citations
2,283 Views
19 Pages

8 September 2023

Sequential programs can benefit from parallel execution to improve their performance. When developing a parallel application, several techniques are employed to achieve the desired behavior: identifying parts that can run in parallel, synchronizing a...

  • Article
  • Open Access
5 Citations
2,207 Views
17 Pages

7 September 2023

Web 3.0 is the basis on which the proposed metaverse, a seamless virtual world enabled by computers and interconnected devices, hopes to interact with its users, but beyond the high-level project overview of what Web 3.0 applications try to achieve,...

  • Article
  • Open Access
7 Citations
5,828 Views
21 Pages

Hospital Readmission and Length-of-Stay Prediction Using an Optimized Hybrid Deep Model

  • Alireza Tavakolian,
  • Alireza Rezaee,
  • Farshid Hajati and
  • Shahadat Uddin

6 September 2023

Hospital readmission and length-of-stay predictions provide information on how to manage hospital bed capacity and the number of required staff, especially during pandemics. We present a hybrid deep model called the Genetic Algorithm-Optimized Convol...

  • Article
  • Open Access
4 Citations
2,760 Views
19 Pages

Internet of Robotic Things (IoRT) and Metaheuristic Optimization Techniques Applied for Wheel-Legged Robot

  • Mateusz Malarczyk,
  • Grzegorz Kaczmarczyk,
  • Jaroslaw Szrek and
  • Marcin Kaminski

6 September 2023

This paper presents the operation of a remotely controlled, wheel-legged robot. The developed Wi-Fi connection framework is established on a popular ARM microcontroller board. The implementation provides a low-cost solution that is in congruence with...

  • Article
  • Open Access
8 Citations
3,152 Views
19 Pages

4 September 2023

Digital twins can reflect the dynamical behavior of the identified system, enabling self-diagnosis and prediction in the digital world to optimize the intelligent manufacturing process. One of the key benefits of digital twins is the ability to provi...

  • Article
  • Open Access
5 Citations
4,650 Views
24 Pages

3 September 2023

With the rapid development of the Internet of Things, the number of wireless devices is increasing rapidly. Because of the limited battery capacity, these devices may suffer from the issue of power depletion. Radio frequency (RF) energy harvesting te...

  • Article
  • Open Access
17 Citations
9,644 Views
18 Pages

Application of ChatGPT-Based Digital Human in Animation Creation

  • Chong Lan,
  • Yongsheng Wang,
  • Chengze Wang,
  • Shirong Song and
  • Zheng Gong

2 September 2023

Traditional 3D animation creation involves a process of motion acquisition, dubbing, and mouth movement data binding for each character. To streamline animation creation, we propose combining artificial intelligence (AI) with a motion capture system....

  • Article
  • Open Access
8 Citations
2,726 Views
18 Pages

Precoding for RIS-Assisted Multi-User MIMO-DQSM Transmission Systems

  • Francisco R. Castillo-Soria,
  • J. Alberto Del Puerto-Flores,
  • Cesar A. Azurdia-Meza,
  • Vinoth Babu Kumaravelu,
  • Jorge Simón and
  • Carlos A. Gutierrez

2 September 2023

This paper presents two precoding techniques for a reconfigurable intelligent surface (RIS)-assisted multi-user (MU) multiple-input multiple-output (MIMO) double quadrature spatial modulation (DQSM) downlink transmission system. Instead of being appl...

  • Article
  • Open Access
2 Citations
3,678 Views
20 Pages

1 September 2023

Network traffic classification (NTC) has attracted great attention in many applications such as secure communications, intrusion detection systems. The existing NTC methods based on supervised learning rely on sufficient labeled datasets in the train...

  • Article
  • Open Access
15 Citations
2,727 Views
19 Pages

Explainable Lightweight Block Attention Module Framework for Network-Based IoT Attack Detection

  • Furkat Safarov,
  • Mainak Basak,
  • Rashid Nasimov,
  • Akmalbek Abdusalomov and
  • Young Im Cho

1 September 2023

In the rapidly evolving landscape of internet usage, ensuring robust cybersecurity measures has become a paramount concern across diverse fields. Among the numerous cyber threats, denial of service (DoS) and distributed denial of service (DDoS) attac...

  • Article
  • Open Access
5 Citations
2,474 Views
16 Pages

FREDY: Federated Resilience Enhanced with Differential Privacy

  • Zacharias Anastasakis,
  • Terpsichori-Helen Velivassaki,
  • Artemis Voulkidis,
  • Stavroula Bourou,
  • Konstantinos Psychogyios,
  • Dimitrios Skias and
  • Theodore Zahariadis

1 September 2023

Federated Learning is identified as a reliable technique for distributed training of ML models. Specifically, a set of dispersed nodes may collaborate through a federation in producing a jointly trained ML model without disclosing their data to each...

  • Article
  • Open Access
2 Citations
2,164 Views
22 Pages

1 September 2023

In the quest to optimize user experience, network, and service, providers continually seek to deliver high-quality content tailored to individual preferences. However, predicting user perception of quality remains a challenging task, given the subjec...

  • Review
  • Open Access
28 Citations
6,446 Views
16 Pages

28 August 2023

Blockchain represents a decentralized and distributed ledger technology, ensuring transparent and secure transaction recording across networks. This innovative technology offers several benefits, including increased security, trust, and transparency,...

  • Article
  • Open Access
5 Citations
2,195 Views
24 Pages

A Novel SDWSN-Based Testbed for IoT Smart Applications

  • Duaa Zuhair Al-Hamid,
  • Pejman A. Karegar and
  • Peter Han Joo Chong

28 August 2023

Wireless sensor network (WSN) environment monitoring and smart city applications present challenges for maintaining network connectivity when, for example, dynamic events occur. Such applications can benefit from recent technologies such as software-...

  • Article
  • Open Access
22 Citations
5,757 Views
19 Pages

28 August 2023

Autism spectrum disorder (ASD) has been associated with conditions like depression, anxiety, epilepsy, etc., due to its impact on an individual’s educational, social, and employment. Since diagnosis is challenging and there is no cure, the goal...

  • Article
  • Open Access
30 Citations
6,124 Views
15 Pages

Short-Term Mobile Network Traffic Forecasting Using Seasonal ARIMA and Holt-Winters Models

  • Irina Kochetkova,
  • Anna Kushchazli,
  • Sofia Burtseva and
  • Andrey Gorshenin

28 August 2023

Fifth-generation (5G) networks require efficient radio resource management (RRM) which should dynamically adapt to the current network load and user needs. Monitoring and forecasting network performance requirements and metrics helps with this task....

  • Article
  • Open Access
6 Citations
7,752 Views
35 Pages

3D Path Planning Algorithms in UAV-Enabled Communications Systems: A Mapping Study

  • Jorge Carvajal-Rodriguez,
  • Marco Morales and
  • Christian Tipantuña

27 August 2023

Unmanned Aerial Vehicles (UAVs) equipped with communication technologies have gained significant attention as a promising solution for providing wireless connectivity in remote, disaster-stricken areas lacking communication infrastructure. However, e...

  • Article
  • Open Access
2 Citations
2,069 Views
17 Pages

27 August 2023

Cloud computing has become ubiquitous in the enterprise environment as its on-demand model realizes technical and economic benefits for users. Cloud users demand a level of reliability, availability, and quality of service. Improvements to reliabilit...

  • Article
  • Open Access
7 Citations
4,783 Views
31 Pages

Non-Invasive Monitoring of Vital Signs for the Elderly Using Low-Cost Wireless Sensor Networks: Exploring the Impact on Sleep and Home Security

  • Carolina Del-Valle-Soto,
  • Ramon A. Briseño,
  • Leonardo J. Valdivia,
  • Ramiro Velázquez and
  • Juan Arturo Nolazco-Flores

24 August 2023

Wireless sensor networks (WSN) are useful in medicine for monitoring the vital signs of elderly patients. These sensors allow for remote monitoring of a patient’s state of health, making it easier for elderly patients, and allowing to avoid or...

  • Review
  • Open Access
310 Citations
59,923 Views
15 Pages

24 August 2023

Generative AI (artificial intelligence) refers to algorithms and models, such as OpenAI’s ChatGPT, that can be prompted to generate various types of content. In this narrative review, we present a selection of representative examples of generat...

  • Article
  • Open Access
10 Citations
2,759 Views
16 Pages

3D Visualization in Digital Medicine Using XR Technology

  • Miklos Vincze,
  • Bela Molnar and
  • Miklos Kozlovszky

22 August 2023

Nowadays, virtual reality is a new and rapidly developing technology that provides the opportunity for a new, more immersive form of data visualization. Evaluating digitized pathological serial sections and establishing the appropriate diagnosis is o...

  • Article
  • Open Access
7 Citations
2,219 Views
17 Pages

E-SAWM: A Semantic Analysis-Based ODF Watermarking Algorithm for Edge Cloud Scenarios

  • Lijun Zu,
  • Hongyi Li,
  • Liang Zhang,
  • Zhihui Lu,
  • Jiawei Ye,
  • Xiaoxia Zhao and
  • Shijing Hu

22 August 2023

With the growing demand for data sharing file formats in financial applications driven by open banking, the use of the OFD (open fixed-layout document) format has become widespread. However, ensuring data security, traceability, and accountability po...

  • Article
  • Open Access
14 Citations
14,796 Views
16 Pages

22 August 2023

This article examines how digital twins have been used in a multi-national corporation, what technologies have been used, what benefits have been delivered, and the significance of people- and process-related issues in achieving successful implementa...

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Future Internet - ISSN 1999-5903