2022 IEEE International Conference on Omni-layer Intelligent Systems (COINS)最新文献_第6页

Data-Driven and Interoperable Smart Agriculture: An IoT-based Use-Case for Arable Crops 数据驱动和可互操作的智能农业:基于物联网的耕地作物用例

2022 IEEE International Conference on Omni-layer Intelligent Systems (COINS) Pub Date : 2022-08-01 DOI: 10.1109/COINS54846.2022.9855001

George Routis, Marios Paraskevopoulos, I. Vetsikas, I. Roussaki, D. Stavrakoudis, D. Katsantonis

引用次数: 1

Trustful Charity Foundation platform based on Hyperledger Fabric 基于Hyperledger Fabric的可信慈善基金会平台

2022 IEEE International Conference on Omni-layer Intelligent Systems (COINS) Pub Date : 2022-08-01 DOI: 10.1109/COINS54846.2022.9854995

Artem Barger, O. Ilina, Alexander Zemtsov, Ksenia Tagirova

{"title":"Trustful Charity Foundation platform based on Hyperledger Fabric","authors":"Artem Barger, O. Ilina, Alexander Zemtsov, Ksenia Tagirova","doi":"10.1109/COINS54846.2022.9854995","DOIUrl":"https://doi.org/10.1109/COINS54846.2022.9854995","url":null,"abstract":"Charity plays a significant role in our society and is considered by many people as the most common way to repay our social debt. Therefore a significant amount of donated funds circulate around the world. In recent years, there has been an increase in the number of non-profit organizations and charitable foundations collecting funds for various charity needs. Unfortunately, the reputation of charity organizations is often undermined by the actions of unscrupulous organizations. Significant reputational damage caused by cases of fraud and corruption reduces the level of trust and decreases the amount of collected funds. We strongly believe that blockchain technology can help charity organizations to build trust, increase efficiency and transparency. We are presenting a blockchain-based charity foundation platform implemented on the top of Hyperledger Fabric. This paper examines the significance of blockchain technology for modern philanthropy. We believe that a blockchain-based platform can mobilize new actors to participate in charity activities by increasing transparency and building trust.","PeriodicalId":187055,"journal":{"name":"2022 IEEE International Conference on Omni-layer Intelligent Systems (COINS)","volume":"76 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117226437","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 2

A Deep Learning-Based Smart Assistive Framework for Visually Impaired People 基于深度学习的视障人士智能辅助框架

2022 IEEE International Conference on Omni-layer Intelligent Systems (COINS) Pub Date : 2022-08-01 DOI: 10.1109/COINS54846.2022.9854984

Y. Muhammad, M. Jan, Spyridon Mastorakis, B. Zada

{"title":"A Deep Learning-Based Smart Assistive Framework for Visually Impaired People","authors":"Y. Muhammad, M. Jan, Spyridon Mastorakis, B. Zada","doi":"10.1109/COINS54846.2022.9854984","DOIUrl":"https://doi.org/10.1109/COINS54846.2022.9854984","url":null,"abstract":"According to the World Health Organization (WHO), there are millions of visually impaired people in the world who face a lot of difficulties in moving independently. They always need help from people with normal sight. The capability to find their way to their intended destination in an unseen place is a major challenge for visually impaired people. This paper aimed to assist these individuals in resolving their problems with moving to any place on their own. To this end, we developed an intelligent system for visually impaired people using a deep learning (DL) algorithm, i.e., convolutional neural network (CNN) architecture, AlexNet, to recognize the situation and scene objects automatically in real-time. The proposed system consists of a Raspberry Pi, ultrasonic sensors, a camera, breadboards, jumper wires, a buzzer, and headphones. Breadboards are used to connect the sensors with the help of a Raspberry Pi and jumper wires. The sensors are used for the detection of obstacles and potholes, while the camera performs as a virtual eye for the visually impaired people by recognizing these obstacles in any direction (front, left, and right). The proposed system provides information about objects to a blind person. The system automatically calculates the distance between the blind person and the obstacle that how far he/she is from the obstacle. Furthermore, a voice message alerts the blind person about the obstacle and directs him/her via earphones. The obtained experimental results show that the utilized CNN architecture AlexNet yielded an impressive result of 99.56% validation accuracy and has a validation loss of 0.0201%.","PeriodicalId":187055,"journal":{"name":"2022 IEEE International Conference on Omni-layer Intelligent Systems (COINS)","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129152012","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1

Dynamic Checkpoint Initiation in Serverless MEC 无服务器MEC中的动态检查点启动

2022 IEEE International Conference on Omni-layer Intelligent Systems (COINS) Pub Date : 2022-08-01 DOI: 10.1109/COINS54846.2022.9855008

Saidur Rahman, Apostolos Kalatzis, Mike P. Wittie, David L. Millman, Laura M. Stanley

引用次数: 0

In-Memory Memristive Transformation Stage of Gaussian Random Number Generator 高斯随机数发生器的内存记忆变换阶段

2022 IEEE International Conference on Omni-layer Intelligent Systems (COINS) Pub Date : 2022-08-01 DOI: 10.1109/COINS54846.2022.9855007

Xuening Dong, A. Amirsoleimani, M. Azghadi, R. Genov

引用次数: 1

Trustworthy SoC Reconfiguration Aimed at Product-Service Systems: a Literature Review 面向产品服务系统的可信赖SoC重构:文献综述

2022 IEEE International Conference on Omni-layer Intelligent Systems (COINS) Pub Date : 2022-08-01 DOI: 10.1109/COINS54846.2022.9854965

M. Méré, F. Jouault, Loïc Pallardy, R. Perdriau

{"title":"Trustworthy SoC Reconfiguration Aimed at Product-Service Systems: a Literature Review","authors":"M. Méré, F. Jouault, Loïc Pallardy, R. Perdriau","doi":"10.1109/COINS54846.2022.9854965","DOIUrl":"https://doi.org/10.1109/COINS54846.2022.9854965","url":null,"abstract":"The electronics industry is a field where production is increasingly complex despite very competitive prices. Semiconductor cost production are mainly due to complex infrastructures and high non-recurring development costs. In order to be competitive, integrated circuits (ICs) need to be mass-produced. However, there is a need for a relatively large variety of components to better suit all applications. In addition, the whole logistics process involves numerous actors, and needs to be secured to avoid product theft and counterfeiting. In order to address these problems, proposals have emerged in the literature that allow the management of actions to be carried out throughout the product’s life cycle via hardware modules. These propositions simplify components customization, which is an efficient way to associate mass production and small series. Described as life cycle management systems (LCMS), they enable new applications that could be an environmental asset such as facilitating Product Service Systems (PSS), a more sustainable business model for intelligent objects. they even give guarantees on component traceability over the whole supply chain. In the perspective of determining which already available solutions are capable of meeting requirements that make the implementation of an LCMS on a component, this paper collects a set of research references capable of addressing such expectations. The target is to establish the criteria necessary to meet these requirements and then compare the different solutions in order to determine the most promising ones.","PeriodicalId":187055,"journal":{"name":"2022 IEEE International Conference on Omni-layer Intelligent Systems (COINS)","volume":"71 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131087671","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 2

Federated Reinforcement Learning for the Building Facilities 建筑设施的联邦强化学习

2022 IEEE International Conference on Omni-layer Intelligent Systems (COINS) Pub Date : 2022-08-01 DOI: 10.1109/COINS54846.2022.9854959

Koki Fujita, Shugo Fujimura, Yuwei Sun, H. Esaki, H. Ochiai

{"title":"Federated Reinforcement Learning for the Building Facilities","authors":"Koki Fujita, Shugo Fujimura, Yuwei Sun, H. Esaki, H. Ochiai","doi":"10.1109/COINS54846.2022.9854959","DOIUrl":"https://doi.org/10.1109/COINS54846.2022.9854959","url":null,"abstract":"In recent years, systems utilizing AI and IoT have been introduced. The development of IoT enhances the relationship between people and things, and convenience is improving. AI is also utilized to automate tasks that have been performed by humans, and to control various tasks. It is also beginning to be applied to building facilities, and there are situations where buildings interact cooperatively with each other. In this paper, we address the issue of controlling building facilities. Buildings are equipped with air conditioners, storage batteries, and solar panels. The goal is to control HVAC system considering the traffic of people and the state of storage batteries. Since each building has different target situations, it is important to find the optimal policies for each building. We aim to solve this problem by using reinforcement learning and to develop a framework that can learn various policies by the simple reward functions. In this study, we have experimentally shown that the control is optimal for power saving scenarios. For building facilities, we proposed various basic reward functions and also confirmed that flexible policies can be learned by combining these functions. Furthermore, we show that the learning convergence can be accelerated by federated learning while preserving privacy among the buildings.","PeriodicalId":187055,"journal":{"name":"2022 IEEE International Conference on Omni-layer Intelligent Systems (COINS)","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134008455","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 2

Packet Classification with Segregated Cross-Producting 具有分离交叉产生的分组分类

2022 IEEE International Conference on Omni-layer Intelligent Systems (COINS) Pub Date : 2022-08-01 DOI: 10.1109/COINS54846.2022.9854998

Pi-Chung Wang

引用次数: 0

A practical approach to cross-agri-domain interoperability and integration 一种跨农业领域互操作性和集成的实用方法

2022 IEEE International Conference on Omni-layer Intelligent Systems (COINS) Pub Date : 2022-08-01 DOI: 10.1109/COINS54846.2022.9854999

Sonia Bilbao-Arechabala, Belén Martínez

引用次数: 1

Decentralized Deadlock Prevention for Self-Organizing Industrial Mobile Robot Fleets 自组织工业移动机器人车队的分散式死锁预防

2022 IEEE International Conference on Omni-layer Intelligent Systems (COINS) Pub Date : 2022-08-01 DOI: 10.1109/COINS54846.2022.9854958

Markus Sauer, Andreas Dachsberger, Leonard Giglhuber, Lukasz Zalewski

{"title":"Decentralized Deadlock Prevention for Self-Organizing Industrial Mobile Robot Fleets","authors":"Markus Sauer, Andreas Dachsberger, Leonard Giglhuber, Lukasz Zalewski","doi":"10.1109/COINS54846.2022.9854958","DOIUrl":"https://doi.org/10.1109/COINS54846.2022.9854958","url":null,"abstract":"Industrial systems more and more integrate fleets of autonomous mobile robots to perform transport tasks on the shop floor. Nowadays, central fleet management systems control all functionalities like task allocation, path planning and motion planning, which includes collision and deadlock prevention. But with increasing demand for flexibility and the ability to scale, today’s centralized systems reach technical limits. Thus, a trend towards decentralized systems can be observed. Functionality that used to be located in a central unit is delegated to the executing robots, such that every entity in the system gets more intelligent and autonomous.This work targets systems that are in need of a decentralized algorithm for preventing collisions and deadlocks at the start and end points of planned routes. To that end, we presuppose robots that are already able to navigate requested paths and avoid collisions during movement. We propose a new solution to this problem and compare it to an existing decentralized algorithm in a simulated environment. For that we provide requirements, qualitative and quantitative metrics and an evaluation of both algorithms for real-world industrial implementation. Recommendations are given on which algorithm to use given the target objectives of the system.","PeriodicalId":187055,"journal":{"name":"2022 IEEE International Conference on Omni-layer Intelligent Systems (COINS)","volume":"48 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122566970","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 3