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Journal of Sensor and Actuator Networks, Volume 15, Issue 1

2026 February - 23 articles

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Articles (23)

  • Article
  • Open Access
36 Views
17 Pages

Temporal Attentive Graph Networks for Financial Surveillance: An Incremental Multi-Scale Framework

  • Wei Zhang,
  • Yimin Shen,
  • Hang Zhou,
  • Bo Zhou,
  • Xianju Zheng and
  • Xiang Chen

Systemic risk propagation in modern financial markets is characterized by non-linear contagion and rapid topological evolution, rendering traditional static monitoring methods ineffective. Existing Graph Neural Networks (GNNs) often struggle to captu...

  • Article
  • Open Access
51 Views
27 Pages

Enhanced MQTT Protocol for Securing Big Data/Hadoop Data Management

  • Ferdaous Kamoun-Abid and
  • Amel Meddeb-Makhlouf

Big data has significantly transformed data processing and analytics across various domains. However, ensuring security and data confidentiality in distributed platforms such as Hadoop remains a challenging task. Distributed environments face major s...

  • Article
  • Open Access
161 Views
30 Pages

A Feature Fusion Framework for Improved Autism Spectrum Disorder Prediction Using sMRI and Phenotype Information

  • Bhagya Lakshmi Polavarapu,
  • V. Dinesh Reddy,
  • Mahesh Kumar Morampudi,
  • Md Muzakkir Hussain and
  • Ashu Abdul

Autism Spectrum Disorder (ASD) is a complex neurodevelopmental condition characterized by a wide range of symptoms and severity, posing significant challenges for accurate diagnosis. Approaches that rely on a single data source, or unimodal data, oft...

  • Article
  • Open Access
176 Views
26 Pages

A Low-Cost Smart Helmet with Accident Detection and Emergency Response for Bike Riders

  • Muhammad Irfan Minhas,
  • Imran Shah,
  • Yasir Ali and
  • Fawaz Nashmi M Alhusayni

The high rate of bike commuting around the globe has greatly transformed the mode of transportation in cities, but the high speeds of motorized cycling have contributed to a high rate of serious road trauma. Although conventional helmets offer necess...

  • Article
  • Open Access
249 Views
29 Pages

Indonesia is a country of vast geographical and cultural diversity, hosting numerous cultural festivals annually, such as Sekaten, Labuhan, and the Lembah Baliem Festival. However, as the world’s largest archipelago country, Indonesia faces geo...

  • Article
  • Open Access
359 Views
21 Pages

This paper presents test results of the performance comparison of 5G standalone (SA) and non-standalone (NSA) networks in the context of gathering data of remote sensors and machines. The study evaluates key network characteristics such as latency, t...

  • Article
  • Open Access
226 Views
15 Pages

Underwater wireless optical communication (UWOC) has emerged as a key enabler for Internet of Underwater Things (IoUT) and autonomous sensing networks, but its reliability is severely affected by salinity-induced attenuation, scattering, and turbulen...

  • Article
  • Open Access
302 Views
26 Pages

Deep Learning-Based Ink Droplet State Recognition for Continuous Inkjet Printing

  • Jianbin Xiong,
  • Jing Wang,
  • Qi Wang,
  • Jianxiang Yang,
  • Xiangjun Dong,
  • Weikun Dai and
  • Qianguang Zhang

The high-quality droplet formation in continuous inkjet printing (CIJ) is crucial for precise character deposition on product surfaces. This process, where a piezoelectric transducer perturbs a high-speed ink stream to generate micro-droplets, is hig...

  • Article
  • Open Access
390 Views
26 Pages

Toward an Integrated IoT–Edge Computing Framework for Smart Stadium Development

  • Nattawat Pattarawetwong,
  • Charuay Savithi and
  • Arisaphat Suttidee

Large sports stadiums require robust real-time monitoring due to high crowd density, complex spatial configurations, and limited network infrastructure. This research evaluates a hybrid edge–cloud architecture implemented in a national stadium...

  • Data Descriptor
  • Open Access
354 Views
24 Pages

The rapid growth of precision agriculture has accelerated the deployment of plant protection unmanned aerial vehicles (UAVs). However, reliable data resources for vision-based intelligent supervision of operational states, such as whether a UAV is cu...

  • Article
  • Open Access
1 Citations
325 Views
18 Pages

AI Correction of Smartphone Thermal Images: Application to Diabetic Plantar Foot

  • Hafid Elfahimi,
  • Rachid Harba,
  • Asma Aferhane,
  • Hassan Douzi and
  • Ikram Damoune

Prevention of complications related to diabetic foot (DF) can now be performed using smartphone-connected thermal cameras. However, the absolute error associated with these devices remains particularly high, compromising measurement reliability, espe...

  • Article
  • Open Access
323 Views
26 Pages

Hybrid Wavelet–Transformer–XGBoost Model Optimized by Chaotic Billiards for Global Irradiance Forecasting

  • Walid Mchara,
  • Giovanni Cicceri,
  • Lazhar Manai,
  • Monia Raissi and
  • Hezam Albaqami

Accurate global irradiance (GI) forecasting is essential for improving photovoltaic (PV) energy management, stabilizing renewable power systems, and enabling intelligent control in solar-powered applications, including electric vehicles and smart gri...

  • Review
  • Open Access
327 Views
26 Pages

Ensuring food security requires innovative, sustainable pest management solutions. The Solar Insecticidal Lamp Internet of Things (SIL-IoT) represents such an advancement, yet its reliability in harsh, variable outdoor environments is compromised by...

  • Article
  • Open Access
407 Views
21 Pages

The Internet of Military Things (IoMT) relies on Long-Range Wide Area Networks (LoRaWAN) for low-power, long-range communication in critical applications like border security and soldier health monitoring. However, conventional priority-based flow co...

  • Article
  • Open Access
424 Views
26 Pages

This paper presents a pre-industrial, laboratory-stage version of an innovative sensor box designed to enable remote measurement of electrical currents. The proposed prototype functions as a drone-mounted payload that can be deployed onto overhead tr...

  • Review
  • Open Access
590 Views
35 Pages

Upper-limb motor impairment is a major consequence of stroke and neuromuscular disorders, imposing a sustained clinical and socioeconomic burden worldwide. Quantitative assessment of limb positioning and motion accuracy is fundamental to rehabilitati...

  • Systematic Review
  • Open Access
792 Views
24 Pages

Industrial Wireless Networks in Industry 4.0: A Systematic Review

  • Christos Tsallis,
  • Panagiotis Papageorgas,
  • Dimitrios Piromalis and
  • Radu Adrian Munteanu

Industrial wireless sensor and actuator networks (IWSANs) are central to Industry 4.0, supporting distributed sensing, actuation, and communication in cyber-physical production systems. Unlike previous studies, which focus on isolated constraints, th...

  • Article
  • Open Access
966 Views
23 Pages

Seconds count differently for people in danger. We present a real-time streaming pipeline for audio-based detection of hazardous life events affecting life and property. The system operates online rather than as a retrospective analysis tool. Its obj...

  • Article
  • Open Access
797 Views
35 Pages

The rapid expansion of Long Range (LoRa) and Long Range Wide Area Network (LoRaWAN) protocol technologies in large-scale Internet of Things (IoT) deployments highlights the need for precise and analytically grounded energy consumption (EC) estimation...

  • Article
  • Open Access
908 Views
21 Pages

The Effect of Electromagnetic Pulse Attacks on USB Camera Performance

  • Gang Wei,
  • Lei Shu,
  • Wei Lin,
  • Xing Yang,
  • Ru Han,
  • Kailiang Li and
  • Kai Huang

The camera is a core device for modern surveillance and data collection, widely used in various fields including security, transportation, and healthcare. However, their widespread deployment has proportionally escalated associated security risks. Th...

  • Review
  • Open Access
1,323 Views
32 Pages

Fiber-Optic Gyroscopes: Architectures, Signal Processing, Error Compensation, and Emerging Trends

  • Yerlan Tashtay,
  • Nurzhigit Smailov,
  • Daulet Naubetov,
  • Akezhan Sabibolda,
  • Yerzhan Nussupov,
  • Nurzhamal Kashkimbayeva,
  • Yersaiyn Mailybayev and
  • Askhat Batyrgaliyev

Fiber-optic gyroscopes (FOGs) have become one of the most important elements of modern inertial navigation systems due to their high accuracy, reliability, and independence from external signals such as satellite navigation. This review analyzes and...

  • Article
  • Open Access
430 Views
31 Pages

Robust Physical-Layer Key Generation Using UWB in Industrial IoT: A Measurement-Based Analysis

  • Lorenzo Mario Amorosa,
  • Stefano Caputo,
  • Lorenzo Mucchi and
  • Gianni Pasolini

This paper addresses the confidentiality of wireless communications in industrial internet-of-things environments by investigating the feasibility of secret key generation for link-layer encryption using ultra wideband (UWB) signals. Taking advantage...

  • Article
  • Open Access
707 Views
28 Pages

Parkinson’s Disease Classification Using Machine Learning and Wrist Rigidity Measurements from an Active Orthosis

  • Adriano Alves Pereira,
  • Daniel Hilário da Silva,
  • Caio Tonus Ribeiro,
  • Caroline Valentini de Queiroz,
  • Luanne Cardoso Mendes,
  • Leandro Rodrigues da Silva Souza,
  • Selma Terezinha Milagre,
  • Adriano de Oliveira Andrade and
  • Carlos Dias Maciel

Background: Rigidity is a cardinal symptom of Parkinson’s Disease (PD), yet its clinical evaluation remains largely subjective and susceptible to errors. This study introduces an innovative method for objectively classifying individuals with PD...

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J. Sens. Actuator Netw. - ISSN 2224-2708