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EEG Brain-Computer Interfaces for Internet of Everything (IoE) 面向万物互联的脑电图脑机接口
Pub Date : 2022-09-15 DOI: 10.1109/InfoTech55606.2022.9897097
A. Kremenska, A. Lekova, G. Dimitrov
The Internet of Everything (IoE) is a novel term that presents a modern concept of extended Internet of Things (IoT) definition. IoT emphases on communication machine-to-machine (M2M), while IoE is a concept that encompasses people-to-machine (P2M) and people-to-people (P2P) connections via the Internet. While IoT is oriented to connect physical objects (things), IoE connects data, processes, people and objects. Presented in this paper is an innovative model developed in Node-RED for brain-computer interface to communicate with "everything". It includes different electroencephalography devices to acquire signals associated to the brain activity and transmit EEG data to the web or cloud for more efficient computations and connections to different IoE devices, IoE services and people. A case study that validated the proposed model is presented. A new node "openbci-input" is designed and developed to enrich the Node-RED's capabilities to extend the connectivity of the OpenBCI device and the ability to transmit data over the Internet.
万物互联(IoE)是一个新颖的术语,它提出了扩展物联网(IoT)定义的现代概念。物联网强调的是机器对机器(M2M)的通信,而物联网是通过互联网实现人对机器(P2M)和人对人(P2P)连接的概念。物联网面向的是连接物理对象(事物),而IoE连接的是数据、流程、人和对象。本文提出了在Node-RED中开发的脑机接口与“万物”通信的创新模型。它包括不同的脑电图设备,以获取与大脑活动相关的信号,并将脑电图数据传输到网络或云,以便更有效地计算和连接到不同的物联网设备、物联网服务和人。给出了一个验证该模型的案例研究。设计和开发了一个新的节点“OpenBCI -input”,以丰富node - red的能力,扩展OpenBCI设备的连接性和通过Internet传输数据的能力。
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引用次数: 0
Implementation of Smart Public Sector Governance Systems in the Large Cities in the Southeastern Planning Region of Bulgaria 在保加利亚东南规划区的大城市实施智能公共部门治理系统
Pub Date : 2022-09-15 DOI: 10.1109/InfoTech55606.2022.9897099
K. Petrov, Nikolay Tsonkov
The report presents the results of the authors from the analysis of the intelligent development of the larger municipal centers in the Southeast planning region. The peculiarities in the spatial development of the South-Eastern region for planning and incorporation of the national space through the possibilities of imposing smart technologies are presented. Several aspects and problems in the regional development of the individual urban areas are outlined, which have an important importance and role for the attractive economic development of the region. Problems related to the provision of electronic services and the framework for the sustainable development of smart technologies within the public environment in the South-East Planning Region have been identified.
报告介绍了笔者对东南规划区大型城市中心智能化发展的分析结果。提出了东南地区空间发展的特殊性,通过强加智能技术的可能性来规划和整合国家空间。概述了个别城市区域发展中存在的几个方面和问题,对区域经济的良好发展具有重要的意义和作用。在东南规划区的公共环境中,与提供电子服务和智能技术可持续发展的框架有关的问题已经确定。
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引用次数: 0
A General Method for Synthesis of Constant-Amplitude Ideal Periodic Autocorrelation Phase Manipulated Signals 恒幅理想周期自相关相位控制信号的一般合成方法
Pub Date : 2022-09-15 DOI: 10.1109/InfoTech55606.2022.9897122
B. Bedzhev, D. Dimitrov
Due to their wide application, the constant-amplitude ideal periodic autocorrelation phase manipulated signals (CAIPAPMSs) have been actively explored during the past seventy years. As a result, a large set of methods for synthesis of CAIPAMSs has been proposed and practically adopted. Accounting this situation in the paper a general method for synthesis of CAIPAPMSs is substantiated.
由于其广泛的应用,在过去的七十年里,人们对恒幅理想周期自相关相位操纵信号(caipapms)进行了积极的探索。因此,大量的caipam合成方法被提出并实际应用。考虑到这种情况,本文提出了一种合成CAIPAPMSs的一般方法。
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引用次数: 0
Brain-robot Communications in the Internet of Things 物联网中的脑-机器人通信
Pub Date : 2022-09-15 DOI: 10.1109/InfoTech55606.2022.9897117
S. Kremenski, A. Lekova
Transformation of technologies to operate in Internet of Things (IoT) will increase their connectivity for sharing and collecting data with minimal human intervention, as well as to use advantages of cloud computing. The paper presents a novel approach for integrating EEG brain computer interface (BCI) with a humanoid robot for communications in the IoT. A transformation of both devices into IoT things allow seamless communication for data exchange with other IoT devices or services and more efficient computations in the web or cloud. Node-RED is the chosen programming tool providing a gateway to IoT, by which the EEG-based Emotiv EPOC+BCI device and the humanoid robot Pepper communicate. There is a library of input nodes in Node-RED for EPOC+ device, by which it interfaces services and devices in Internet, however such nodes do not exists for Pepper. Two approaches for transformation of the robot into IoT device have been designed and tested. In the first, MQTT protocol has been deployed on the robot side that can use local or remote MQTT broker. In the second approach, there is no need to install specific publish-subscribe client software for interactions with the broker. Instead, continuous python process in Node-RED accesses the Pepper internal memory for storing and retrieving key-value pairs. The devices share and collect data based on publish-subscribe model embedded in Node-RED. Original flows were designed and developed for BCI control of the robot in the IoT. The control is based on EEG data featuring, classifying and translating into machine commands that interface the robot APIs from Node-RED.
在物联网(IoT)中运行的技术转型将增加它们的连通性,以最小的人为干预共享和收集数据,并利用云计算的优势。提出了一种将脑电图脑机接口(BCI)与类人机器人集成在物联网通信中的新方法。将这两种设备转换为物联网设备可以实现与其他物联网设备或服务的数据交换无缝通信,并在网络或云中进行更高效的计算。Node-RED是为物联网提供网关的编程工具,基于脑电图的Emotiv EPOC+BCI设备和人形机器人Pepper通过该工具进行通信。在Node-RED中有一个用于EPOC+设备的输入节点库,它通过该库与Internet中的服务和设备进行接口,而在Pepper中不存在这样的节点。设计并测试了两种将机器人转化为物联网设备的方法。在第一种方案中,MQTT协议已经部署在可以使用本地或远程MQTT代理的机器人端。在第二种方法中,不需要为与代理交互而安装特定的发布-订阅客户端软件。相反,Node-RED中的连续python进程访问Pepper内部内存以存储和检索键值对。这些设备基于Node-RED中嵌入的发布-订阅模型共享和收集数据。设计并开发了物联网中机器人BCI控制的原始流程。控制是基于脑电图数据的特征,分类和翻译成机器命令,接口机器人api从Node-RED。
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引用次数: 0
Omega Multistage Interconnection Network with High-speed Forwarding Technique Handling a Double-pattern Load 处理双模式负载的高速转发技术的Omega多级互连网络
Pub Date : 2022-09-15 DOI: 10.1109/InfoTech55606.2022.9897116
E. Stergiou, D. Liarokapis, S. Margariti, Ilias Bobotsaris
In this study, an Omega-type MIN, which includes a novel regulated switchbox (SRB), is used as a testbed. The ultimate objective of choosing this setup is to be able to handle two-class load patterns (uniform and periodic hotspot traffic) more easily. The addition of periodic hotspot traffic to uniform-type traffic causes internal ‘tree saturation’, which can significantly increase the packet latency and even cause congestion. Moreover, results of simulation experiments demonstrate that this concept is a flexible and effective solution that provides a better quality of service to the overall network.
在这项研究中,omega型MIN,包括一个新的调节开关箱(SRB),被用作试验台。选择这种设置的最终目标是能够更容易地处理两类负载模式(均匀和周期性热点流量)。在均匀型流量中加入周期性热点流量会导致内部“树饱和”,这会显著增加数据包延迟,甚至导致拥塞。仿真实验结果表明,该概念是一种灵活有效的解决方案,可以为整个网络提供更好的服务质量。
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引用次数: 1
ISO 27001 Framework for Securing Election Infrastructure and Machine Voting 确保选举基础设施和机器投票的ISO 27001框架
Pub Date : 2022-09-15 DOI: 10.1109/InfoTech55606.2022.9897101
Veselin Monev
This paper examines the case of an ISO 27001 framework tailored to the needs of one or more government entities tasked with securing e-voting (machine voting) infrastructure. The research begins with an exploration of the primary functions of the election infrastructure and several essential information security aspects. Then, high-level guidelines are proposed that should be considered when complying with ISO 27001 in this context. Government organisations that plan to implement this particular standard for securing e-voting infrastructure can benefit from considering the proposed recommendations.
本文研究了ISO 27001框架的案例,该框架是为一个或多个负责保护电子投票(机器投票)基础设施的政府实体的需求量身定制的。研究从探索选举基础设施的主要功能和几个基本信息安全方面开始。然后,提出了在这种情况下遵守ISO 27001时应考虑的高级指导方针。计划实施这一特定标准以确保电子投票基础设施安全的政府组织可以从考虑拟议的建议中受益。
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引用次数: 0
Energy Management and Voltage Regulation of Grid-Connected Microgrid Using Genetic Algorithm 基于遗传算法的并网微电网能量管理与电压调节
Pub Date : 2022-09-15 DOI: 10.1109/InfoTech55606.2022.9897114
Natasha Dimishkovska Krsteski, A. Iliev
This paper proposes a genetic algorithm-based optimization methodology that considers the voltage regulation in a grid-connected microgrid. The need for voltage regulation comes from the stochastic nature of the power consumption and the power generation from the distributed generators, and the need for a stable and quality power supply. The algorithm is tested on a small-scale microgrid with PV and wind generators, supported by a battery energy system over a 24-hour time period. The obtained results show the financial benefit of considering the voltage regulation as part of the optimization process.
本文提出了一种考虑并网微电网电压调节的遗传算法优化方法。对电压调节的需求来自于分布式发电机的电力消耗和发电的随机性,以及对稳定和高质量电力供应的需求。该算法在一个小型微电网上进行了测试,该微电网由光伏和风力发电机组成,由电池能源系统提供24小时的支持。得到的结果表明,将电压调节作为优化过程的一部分是经济效益的。
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引用次数: 2
Improving the Tensile Strength of Solders by Stabilizing them with Coatings and Using Statistics 用涂层稳定焊料和统计学方法提高焊料的抗拉强度
Pub Date : 2022-09-15 DOI: 10.1109/InfoTech55606.2022.9897106
V. Tsenev, Nedyalko Peshev, V. Videkov
The results of determining the maximum breaking force that the connection between the printer head and the flexible board for transmitting electrical signals must withstand are presented. To stabilize the tensile strength of solders, in addition to soldering, additional stabilization of the solders with a coating with specialized glue was used. The tensile strength was measured with an intelligent measuring system in different variants of soldering and protection with glue. An analysis and evaluation of the results was performed through statistics.
给出了打印头与传输电信号的柔性板连接所能承受的最大断裂力的测定结果。为了稳定焊料的抗拉强度,除了焊接外,还使用了一种特殊胶水涂层来稳定焊料。用智能测量系统测量了不同焊接和涂胶保护方式下的拉伸强度。通过统计学对结果进行分析和评价。
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引用次数: 0
Applications of Simulation Modelling Method in Prevention of Jamming Attacks 仿真建模方法在防止干扰攻击中的应用
Pub Date : 2022-09-15 DOI: 10.1109/InfoTech55606.2022.9897121
Yoana A. Ivanova
In cybersecurity the method of simulation modelling has advantages for effective prevention. The aim of this paper is to contribute to development of techniques for cyber defense by а joint application of simulation modelling of a jamming type of DoS (Denial-of-Service) attacks using software Riverbed Modeler Academic Edition 17.5 and jamming antennas using CST Studio Suite 2021. The results show that the proposed approach is suitable for determining the severity of cyberattacks due to the complementarity of selected products.
在网络安全中,仿真建模的方法具有有效预防的优势。本文的目的是通过使用软件河床Modeler学术版17.5和使用CST Studio Suite 2021干扰天线对干扰类型的DoS(拒绝服务)攻击进行仿真建模的联合应用,为网络防御技术的发展做出贡献。结果表明,由于所选产品的互补性,所提出的方法适合于确定网络攻击的严重程度。
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引用次数: 0
Novel Self-adaptive Genetic Algorithm for Solving AC Security Constrained Short-term Hydrothermal Scheduling 一种求解AC安全约束下短期热液调度的自适应遗传算法
Pub Date : 2022-09-15 DOI: 10.1109/InfoTech55606.2022.9897098
Borče Postolov, A. Iliev, D. Dimitrov, A. Causevski, Sofija Nikolova-Poceva
In this paper, a novel Self-Adaptive Genetic Algorithm (SAGA) is proposed to solve the AC Security Constrained Short-term Hydrothermal Scheduling (SCSHTS) problem. The efficiency of the proposed algorithm is tested on the benchmark version of the IEEE 30 BUS system, which consists of four thermal power plants and two hydropower plants, as well as an optimization period of two intervals. The new proposed algorithm is then applied to a standard IEEE 30 BUS system, taking into account all necessary system and security constraints. The results obtained from the new proposed SAGA are compared with those obtained from some metaheuristic methods, such as Conventional Cuckoo Search Algorithm (CCSA), Effective Novel Cuckoo Search Algorithm (ENCSA), and Modified Cuckoo Search Algorithm (MCSA). The simulation results indicate that the proposed SAGA provides better solutions than the other optimization methods that have been applied to this optimization problem.
本文提出了一种新的自适应遗传算法(SAGA)来解决交流安全约束下的短期热液调度(SCSHTS)问题。在由4个火电厂和2个水电厂组成的ieee30总线系统的基准版本以及两个区间的优化周期上,对所提算法的效率进行了测试。然后将新提出的算法应用于标准的IEEE 30总线系统,考虑到所有必要的系统和安全约束。将该算法与传统布谷鸟搜索算法(CCSA)、有效新颖布谷鸟搜索算法(ENCSA)和改进布谷鸟搜索算法(MCSA)等元启发式算法的结果进行了比较。仿真结果表明,所提出的SAGA算法比目前应用于该优化问题的其他优化方法提供了更好的解。
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引用次数: 0
期刊
2022 International Conference on Information Technologies (InfoTech)
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