Toward edge-computing-enabled collision-free scheduling management for autonomous vehicles at unsignalized intersections by Ziyi Lu, Tianxiong Wu, Jinshan Su, Yunting Xu, Bo Qian, Tianqi Zhang, Haibo Zhou

Get full text

Optimising TinyML with quantization and distillation of transformer and mamba models for indoor localisation on edge devices by Thanaphon Suwannaphong, Ferdian Jovan, Ian Craddock, Ryan McConville

“…Typical approaches for indoor localisation rely on centralised remote processing of data transmitted from lower powered devices such as wearables. …”
Get full text

Efficient Resource Allocation for Blockchain-Enabled Mobile Edge Computing: A Joint Optimization Approach by Moein Valitabar, Mohammad Fathi, Keivan Navaie

“…This paper addresses the critical challenge of optimizing resource allocation for task offloading in blockchain-enabled mobile edge computing (MEC), aiming to minimize the total energy consumption within wireless networks equipped with edge servers (ESs). …”
Get full text

Enhancing security in IIoT: RFID authentication protocol for edge computing and blockchain-enabled supply chain by Vikash Kumar, Santosh Kumar Das

“…By utilizing the real-time processing capabilities of edge computing and the decentralization and immutability of blockchain, the protocol enhances the security of data transmitted in the system. …”
Get full text

Where to Protect? Spatial Ecology and Conservation Prioritization of the Persian Squirrel at the Westernmost Edge of Its Distribution by Yiannis G. Zevgolis, Alexandros D. Kouris, Apostolos Christopoulos, Marios Leros, Maria Loupou, Dimitra-Lida Rammou, Dionisios Youlatos, Andreas Y. Troumbis

Get full text

Cutting-edge: bionanomaterial solutions in the battle against Severe Acute Respiratory Syndrome Coronavirus 2 by U. Saeed, R. Uppal, M. H. Najmi, I. Fazal, A. A. Khan, Z. Z. Piracha, M. R. Uppal, H. N. Ijaz, D. U. Ozsahin, B. Uzun, I. Ozsahin

“…These MNPs wield a magnetic allure, streamlining diagnostic processes with unmatched precision. In this realm of nano-wonders, Gold nanoparticles rise as formidable sentinels, poised at the intersection of versatility and innovation. …”
Get full text

A novel network with enhanced edge information for left atrium segmentation from LGE-MRI by Ze Zhang, Zhen Wang, Xiqian Wang, Kuanquan Wang, Yongfeng Yuan, Qince Li

“…To intensify edge information within image features, this study introduces an Edge Information Enhancement Module (EIEM) to the foundational network. …”
Get full text

Improving short-term forecasts of sea ice edge and marginal ice zone around Svalbard by Keguang Wang, Caixin Wang, Nick Hughes, Alfatih Ali

“…Sea ice is a major threat to marine operations around Svalbard, and accurate short-term (1–5 days) forecasts of sea ice edge (SIE) and marginal ice zone (MIZ) are crucial for safe marine operations. …”
Get full text

Convolutional Autoencoder With Sequential and Channel Attention for Robust ECG Signal Denoising With Edge Device Implementation by Alif Wicaksana Ramadhan, Syifa Kushirayati, Salsabila Aurellia, Mgs M. Luthfi Ramadhan, Muhammad Hannan Hunafa, Muhammad Febrian Rachmadi, Aprinaldi Jasa Mantau, Siti Nurmaini, Satria Mandala, Wisnu Jatmiko

“…This allowed CAE-SCA to be implemented in edge devices as we tested using our custom ECG acquisition circuit. …”
Get full text

Real-time and resource-efficient banana bunch detection and localization with YOLO-BRFB on edge devices by Shuo Wang, Shuo Wang, Shuo Wang, Lijiao Wei, Danran Zhang, Danran Zhang, Ling Chen, Ling Chen, Weihua Huang, Dongjie Du, Kangmin Lin, Zhenhui Zheng, Zhenhui Zheng, Zhenhui Zheng, Jieli Duan

“…Finally, the system is optimized for edge-device deployment, achieving real-time processing with minimal computational resources. …”
Get full text

Enhancing Colorimetric Detection of Nucleic Acids on Nitrocellulose Membranes: Cutting-Edge Applications in Diagnostics and Forensics by Nidhi Subhashini, Yannick Kerler, Marcus M. Menger, Olga Böhm, Judith Witte, Christian Stadler, Alexander Griberman

Get full text

A Survey of Machine Learning in Edge Computing: Techniques, Frameworks, Applications, Issues, and Research Directions by Oumayma Jouini, Kaouthar Sethom, Abdallah Namoun, Nasser Aljohani, Meshari Huwaytim Alanazi, Mohammad N. Alanazi

“…However, the sheer volume of data from billions of devices can overwhelm networks, making traditional cloud data processing inefficient for IoT applications. This paper presents a comprehensive survey of recent advances in models, architectures, hardware, and design requirements for deploying machine learning on low-resource devices at the edge and in cloud networks. …”
Get full text

Research and Development of an IoT Smart Irrigation System for Farmland Based on LoRa and Edge Computing by Ying Zhang, Xingchen Wang, Liyong Jin, Jun Ni, Yan Zhu, Weixing Cao, Xiaoping Jiang

“…In response to the current key issues in the field of smart irrigation for farmland, such as the lack of data sources and insufficient integration, a low degree of automation in drive execution and control, and over-reliance on cloud platforms for analyzing and calculating decision making processes, we have developed nodes and gateways for smart irrigation. …”
Get full text

Benchmarking In-Sensor Machine Learning Computing: An Extension to the MLCommons-Tiny Suite by Fabrizio Maria Aymone, Danilo Pietro Pau

Subjects: “…edge artificial intelligence…”
Get full text

GP4ESP: a hybrid genetic algorithm and particle swarm optimization algorithm for edge server placement by Fang Han, Hui Fu, Bo Wang, Yaoli Xu, Bin Lv

“…Edge server placement (ESP) is one of the key issues needed to be addressed for effective and efficient request processing, by deciding which edge stations to equip with limited edge resources. …”
Get full text

Prediction and Prevention of Edge Waves in Continuous Cold Forming of Thick-Wall High-Strength Welded Pipe by Shengde Hu, Junhao Zhao, Yu Liu

“…In order to reduce the edge waves and defects of the strip in the forming process and obtain better properties of the strip, it is urgent to establish a better flexible cold forming process. …”
Get full text

DCOOL: Dynamic computation offloading and resource allocation for LEO satellite-assisted edge computing in a ground-space integrated framework by Jeonghwan Kim, Jeongho Kwak

“…Finally, comparative analysis and simulations demonstrate the superior performance of DCOOL while achieving lower power consumption and stable workload processing.…”
Get full text

Impact of AlOx Capping Layer Thickness for Edge Passivation of TOPCon2 Shingle Solar Cell by Franck Dhainaut, Thibaut Desrues, Benoit Martel, Mickael Albaric, Olivier Palais

“… This work aims at understanding the short circuit current density losses observed on TOPCon² solar cells after AlOx layer deposition and annealing. This process is the most considered for edge passivation of shingle solar cell, who suffer from heavy edge recombination losses after cutting procedures. …”
Get full text

Communication-efficient and privacy-preserving federated learning for medical image classification in multi-institutional edge computing by Nithin Melala Eshwarappa, Hojjat Baghban, Ching-Hsien Hsu, Po-Yen Hsu, Ren-Hung Hwang, Mu-Yen Chen

“…In this study, we investigate edge intelligence training in a multi-institutional edge environment to address data privacy, machine learning training delay, and training data limitations at each healthcare center. …”
Get full text

The Pore Diffusion Coefficient of Iodide Ion in Rock Samples Using X-ray K-edge Imaging by Jiujiang ZHAO, Zhe WANG, Zhidu ZHANG, Hong ZHAO

“…This work focuses on the diffusion process of iodide ion in limestone samples. X-ray K-edge imaging with energy-resolved computed tomography (CT) has been employed to image the iodide ion tracer in limestone samples. …”
Get full text