Energy Efficient AR/VR Edge Processing: Architecture and Optimization by Azza E. A. Eltraify, Randa A. Thabit, Opeyemi O. Ajibola, Wafaa B. M. Fadlelmula, Ahmed A. M. Hassan, Ahrar N. S. Hamad, Abdelrahman S. Elgamal, Walter Z. Ncube, Harith S. Ibrahim, Mariam Elmirghani, Sanaa Hamid Mohamed, Louise Krug, Greg Mcsorley, Jaafar M. H. Elmirghani

Get full text

Development of a Solar-Powered Edge Processing Perimeter Alert System with AI and LoRa/LoRaWAN Integration for Drone Detection and Enhanced Security by Mateo Mejia-Herrera, Juan Botero-Valencia, José Ortega, Ruber Hernández-García

“…Edge processing is a trend in developing new technologies that leverage Artificial Intelligence (AI) without transmitting large volumes of data to centralized processing services. …”
Get full text

GPR Sensing and Visual Mapping Through 4G-LTE, 5G, Wi-Fi HaLow, and Wi-Fi Hotspots with Edge Computing and AR Representation by Scott Tanch, Alireza Fath, Nicholas Hanna, Tian Xia, Dryver Huston

“…Augmented reality headset representation of the F-scans is proposed as a method of assisting the operator in using the edge-processed scans. These promising results bode well for the potential of remote processing of GPR data in augmented reality applications.…”
Get full text

Design and Implementation of ESP32-Based Edge Computing for Object Detection by Yeong-Hwa Chang, Feng-Chou Wu, Hung-Wei Lin

“…A complementary cloud server software framework is also designed to support edge processing. A deep learning model for object recognition is selected, trained, and deployed on the edge server. …”
Get full text

A Cost-Benefit Model for Feasible IoT Edge Resources Scalability to Improve Real-Time Processing Performance by Assaf Maen M. Al, Qatawneh Mohammad, AlRadhi AlaaAldin

“…This paper introduces a cost-benefit model that values the cost of edge processing resources scalability and the benefit of maintaining user satisfaction. …”
Get full text

Overview of Modern Technologies for Acquiring and Analysing Acoustic Information Based on AI and IoT by Sabina Szymoniak, Łukasz Kuczyński

“…Technical challenges, privacy issues, and possible directions for further development, such as integration with multimodal monitoring systems or edge processing, are also discussed. The article is cross-sectional and can be a starting point for further research on intelligent acoustic monitoring in systems based on AI and IoT.…”
Get full text

Strength on cut edge and ground edge glass beams with the failure analysis method by Stefano Agnetti

“…The results obtained constitute a validation of the theoretical models and show the influence of the edge processing on the failure strength of the glass. …”
Get full text

Optimizing Customer Experience by Exploiting Real-Time Data Generated by IoT and Leveraging Distributed Web Systems in CRM Systems by Marian Ileana, Pavel Petrov, Vassil Milev

“…This research provides insights into overcoming these challenges with strategies like load balancing, edge processing, and advanced encryption protocols. Results from simulations and practical implementations underscore the effectiveness of these approaches in optimizing operational efficiency and delivering hyper-personalized customer experiences. …”
Get full text

Mobile edge computing resource allocation: A joint Stackelberg game and matching strategy by Shaoyong Guo, Xing Hu, Gangsong Dong, Wencui Li, Xuesong Qiu

“…In this article, we propose a hierarchical architecture in Smart Home with mobile edge computing, providing low-latency services and promoting edge process for smart devices. Based on that, a Stackelberg Game is designed in order to allocate computing resource to devices efficiently. …”
Get full text

Fingerprint-Based Deduplication for Renewable Energy Data On-Site Analyzing by Zeng Zeng, Liyuan Gao, Hongyue Ma, Wenjing Li

“…By studying fine-grained data fingerprinting and neural network-based renewable energy data edge-analysis technologies, we have enabled edge processing of data, reducing latency and privacy issues, and enhancing the system’s real-time processing capabilities and responsiveness.…”
Get full text

A Security-enhanced Advertising Platform based on Blockchain and Edge Computing in Generative AI by Zhengjun Jing, Xiaolong Xu, Chunseng Gu, Yan Zhang, Qiang Shu

“…At the same time, the terminal controller with edge processing capabilities improves the efficiency of advertising and enhances the task balance between the server and the playback side. …”
Get full text

Improving MRAM Performance with Sparse Modulation and Hamming Error Correction by Nam Le, Thien An Nguyen, Jong-Ho Lee, Jaejin Lee

“…With the rise of the Internet of Things (IoT), smart sensors are increasingly being deployed as compact edge processing units, necessitating continuously writable memory with low power consumption and fast access times. …”
Get full text

InLeR: A Vehicle-Mounted IoT Solution for Efficient Streetlight Monitoring by Syed Salman Alam, Najam Us Saqib, Arshad Khan, Waqas Bukhari, Riad Souissi

“…InLer operates as an autonomous IoT device with on-edge processing, leveraging strategically placed sensors to capture light intensity in both vertical and horizontal planes. …”
Get full text

Self-Navigating UAVs for Supervising Moving Objects over Large-Scale Wireless Sensor Networks by Tien Pham Van, Nguyen Pham Van, Trung Ha Duyen

“…The UAV autonomously executes edge processing on the available data to find the best direction toward a target. …”
Get full text

Resource Management Techniques for the Internet of Things, Edge, and Fog Computing Environments by Koushik Chakraborty, Manmohan Sharma, Krishnaveni Kommuri, Voore Subrahmanyam, Pratap Patil, Manmohan Singh Yadav

“…Fundamentally put, the mist between clouds would ensure that a cloud could use resources outside of its run using current understandings with other cloud benefit providers. Edge processing is a growing registering perspective that brings several frameworks and devices to or near the client. …”
Get full text

First-of-its-kind AI model for bioacoustic detection using a lightweight associative memory Hopfield neural network by Andrew Gascoyne, Wendy Lomas

“…Hence, the low computational demands make the model ideal for use on a variety of standard personal devices with potential for deployment in the field via edge-processing devices. It is also competitively accurate, with up to 86% precision on the labelled dataset used to evaluate the model. …”
Get full text

AI and IoT-powered edge device optimized for crop pest and disease detection by Jean Pierre Nyakuri, Celestin Nkundineza, Omar Gatera, Kizito Nkurikiyeyezu, Gervais Mwitende

“…The system consists of a high-definition camera for real-time plant image acquisition, a Raspberry-Pi 5 integrated with the Tiny-LiteNet model for edge processing, and a GSM/GPRS module for cloud communication. …”
Get full text

The Design and Deployment of a Self-Powered, LoRaWAN-Based IoT Environment Sensor Ensemble for Integrated Air Quality Sensing and Simulation by Lakitha O. H. Wijeratne, Daniel Kiv, John Waczak, Prabuddha Dewage, Gokul Balagopal, Mazhar Iqbal, Adam Aker, Bharana Fernando, Matthew Lary, Vinu Sooriyaarachchi, Rittik Patra, Nora Desmond, Hannah Zabiepour, Darren Xi, Vardhan Agnihotri, Seth Lee, Chris Simmons, David J. Lary

“…The next iteration of the sensors will include edge processing for short-term air quality forecasts. …”
Get full text