• Title/Summary/Keyword: wireless ICT

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Efficient Resource Allocation for Energy Saving with Reinforcement Learning in Industrial IoT Network

  • Dongyeong Seo;Kwansoo Jung;Sangdae Kim
    • Journal of the Korea Society of Computer and Information
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    • v.29 no.9
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    • pp.169-177
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    • 2024
  • Industrial Wireless Sensor Network (IWSN) is a key feature of Industrial IoT that enables industrial automation through process monitoring and control by connecting industrial equipment such as sensors, robots, and machines wirelessly, and must support the strict requirements of modern industrial environments such as real-time, reliability, and energy efficiency. To achieve these goals, IWSN uses reliable communication methods such as multipath routing, fixed redundant resource allocation, and non-contention-based scheduling. However, the issue of wasting redundant resources that are not utilized for communication degrades not only the efficiency of limited radio resources but also the energy efficiency. In this paper, we propose a scheme that utilizes reinforcement learning in communication scheduling to periodically identify unused wireless resources and reallocate them to save energy consumption of the entire industrial network. The experimental performance evaluation shows that the proposed approach achieves about 30% improvement of resource efficiency in scheduling compared to the existing method while supporting high reliability. In addition, the energy efficiency and latency are improbed by more than 21% and 38%, respectively, by reducing unnecessary communication.

Analytical Approach of New Random-walk Based Mobility Management Scheme in IP-based Mobile Networks

  • Song, Myungseok;Cho, Jun-Dong;Jeong, Jongpil
    • International Journal of Advanced Culture Technology
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    • v.2 no.1
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    • pp.1-13
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    • 2014
  • In next-generation wireless networks, provisioning of IP-based network architecture and seamless transmission services are very important issues for mobile nodes. For this reason, a mobility management mechanism to support global roaming is highly regarded. These technologies bring a broader life by using a global roaming account through the connection of multiple devices or technology to mobile users; they also provide real-time multimedia services. This paper presents a comprehensive performance analysis of fast handover for hierarchical mobile IPv6 (F-HMIPv6), hierarchical mobile IPv6 (HMIPv6), Proxy Mobile IPv6 (PMIPv6), and fast Proxy Mobile IPv6 (FPMIPv6) using the fluid-flow model and random-walk model. As a result, the location update cost of the PMIPv6 and FPMIPv6 is better than that of HMIPv6 and F-HMIPv6. These results suggest that the network-based mobility management technology is superior to the hierarchical mobility management technology in the mobility environment.

Structure and service applications for smart work environment (스마트워크 환경을 위한 구조와 서비스 응용)

  • Kang, Sungyeol
    • Journal of Digital Convergence
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    • v.14 no.2
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    • pp.265-270
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    • 2016
  • The advance in mobile devices such as smartphone, wireless networking, and Internet technologies enables many organizations to improve drastically not only the ways of carrying out every job activity but also their business processes and operations management. As the effort to work smart utilizing the technological change, they are interested in the implementation of Smart Work environment. In this paper we examine several types of smart work and their service scenarios. We also describe the structures of networking and system configurations for building up the smart work environment. These study results may be useful as reference materials for the successful implementation of smart work.

A Farm management System Using Drone (무인비행체를 이용한 방목형 목장관리 시스템)

  • Jung, Nyum;Kim, Sang-Hoon
    • Journal of Digital Contents Society
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    • v.18 no.5
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    • pp.889-894
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    • 2017
  • The purpose of this paper is to implement smart farm using automatic navigation, short - range wireless communication network technology, and automatic take - off and landing system using unmanned aerial vehicle to maximize the efficiency of grazing farm management. The grazing pasture management system that integrates ICT fusion technology for the activation of the mountain ecological livestock production is expected to contribute to the improvement of the productivity of the grazing livestock, the infrastructure to produce the excellent quality, and the competitiveness of the livestock industry in response to the FTA. And it will contribute to the improvement of career force through the supply to the farmhouse.

A Design and Implementation of Wireless Performance Assessment System for IEISS(ICT Education Integrated Support System) (ICT 교육 통합 지원시스템(1EISS)을 위한 무선 수행평가 시스템(WPAS) 설계 및 구현)

  • Kwon Hyuk-Seung;Lee Jong-min;Kim Kap-Su;Lee Sook Hee
    • Proceedings of the Korean Information Science Society Conference
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    • 2005.07a
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    • pp.91-93
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    • 2005
  • 교육에서 평가가 매우 중요하기 때문에, 인터넷과 정보통신 기술의 발달로 웹을 기반으로 하는 평가에 대한 연구들이 활발히 이루어지고 있으며, 또한 현재의 교육평가에서 강조되고 있는 수행평가를 지원하는 시스템 개발에 대한 연구들이 많이 이루어지고 있지만 이러한 연구들에서 제시하는 평가 시스템이나 수행평가 시스템은 학생들이 대부분의 시간을 보내는 현재의 교실에서 수업 시간에 사용하기는 힘들다. 따라서 본 연구에서는 현재의 교실에서 바로 사용이 가능하며, 수업 시간 중에 언제든지 수시로 사용할 수 있는 무선 수행평가 시스템을 설계하고 구현하였다. 본 연구의 시스템은 수업 과정에서 수시 평가를 통해 목표 달성을 위한 방법을 즉시 수정, 보완할 수 있도록 도울 것이며, 교사의 수행평가 업무를 수월하게 만들 것이고, 학습의 질을 향상시켜 공교육의 신뢰성을 증진시키는데 기여하게 될 것이다. 더 나아가 다양한 수업 활동에도 적용 가능하고, 교사와 학생, 학생과 학생들 간의 실시간 커뮤니티 도구로도 활용될 수 있을 것이다.

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A Study on Smart Energy's Privacy Policy (스마트 에너지 개인정보 보호정책에 대한 연구)

  • Noh, Jong-ho;Kwon, Hun-yeong
    • Convergence Security Journal
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    • v.18 no.2
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    • pp.3-10
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    • 2018
  • The existing smart grid, which is centered on the power grid, is rapidly spreading to new energy and renewable energy such as heat and gas, which are expressed as smart energy. Smart Energy interacts with electric energy and is connected to wired / wireless network based on IoT sensor based on energy analysis using AI to rapidly expand ecosystem with various energy carriers and customers. However, smart energy based on IoT is lacking in technological and institutional preparation for security compared to efforts to activate the market according to the interests of government and business operators. In this study, we will present Smart Energy 's privacy policy in terms of value system(CPND) of convergence ICT.

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Resource Allocation Algorithm for Multiple RIS-Assisted UAV Networks (다중 UAV-RIS 네트워크를 위한 자원 할당 알고리즘)

  • Heejae Park;Laihyuk Park
    • Journal of Platform Technology
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    • v.11 no.1
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    • pp.3-10
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    • 2023
  • Unmanned Aerial Vehicles (UAVs) have gained significant attention in 5G and 6G wireless networks due to their high flexibility and low hardware costs. However, UAV communication is still challenged by blockage and energy consumption issues. Reconfigurable Intelligent Surfaces (RISs) have emerged as a promising solution to these challenges, enabling improved spectral efficiency and reduced energy consumption by transmitting signals to users who cannot receive signals because of the obstacles. Many previous studies have focused on minimizing power consumption and data transmission delay through phase shift and power optimization. This paper proposes an algorithm that maximizes the sum rate by including bandwidth optimization. Simulation results demonstrate the effectiveness of the proposed algorithm.

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Smart Factory's Environment Monitoring System using Bluetooth (블루투스를 이용한 스마트팩토리의 환경 모니터링 시스템)

  • Lee, Hwa-Yeong;Lee, Sung-Jin;Kim, Nam-Ho
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2021.05a
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    • pp.224-226
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    • 2021
  • Recently, in order to increase the efficiency of the product production process, the automation of facilities and devices in the factory is in progress, and a smart factory is being built using ICT and IoT technologies. In order to organically solve many problems occurring in the smart factory, a system for monitoring the wireless communication function between facilities and devices and the manufacturing process environment of the smart factory is required. In this paper, we propose a monitoring system using a Bluetooth module, a temperature/humidity sensor and a fine dust sensor to remotely monitor the process environment of a smart factory. The proposed monitoring system collect Arduino sensor values wirelessly through Bluetooth communication.

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Beam Selection Algorithm Utilizing Fingerprint DB Based on User Types in UAV Support Systems

  • Jihyung Kim;Yuna Sim;Sangmi Moon;Intae Hwang
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.17 no.9
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    • pp.2590-2608
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    • 2023
  • The high-altitude and mobility characteristics of unmanned aerial vehicles (UAVs) have made them a key element of new radio systems, particularly because they can exceed the limits of terrestrial networks. However, at high altitudes, UAVs can be significantly affected by intercell interference at a high line-of-sight probability. To mitigate this drawback, we propose an algorithm that selects the optimal beam to reduce interference and maximize transmission efficiency. The proposed algorithm comprises two steps: constructing a user-location-based fingerprint database according to the user types presented herein and cooperative beam selection. Simulations were conducted using cellular cooperative downlink systems for analyzing the performance of the proposed method, and the signal-to-interference-plus-noise cumulative distribution function and spectral efficiency cumulative distribution function were used as performance analysis indicators. Simulation results showed that the proposed algorithm could reduce the effect of interference and increase the performance of the desired signal. Moreover, the algorithm could efficiently reduce overheads and system cost by reducing the amount of resources required for information exchange.

Design and Implementation of LED Lighting Control System Using Arduino Yun and Cloud in IoT (사물인터넷에 아두이노 윤과 클라우드를 이용한 LED 조명 제어 시스템 설계)

  • Xu, Hao;Kim, Chul-Won
    • The Journal of the Korea institute of electronic communication sciences
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    • v.11 no.10
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    • pp.983-988
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    • 2016
  • Internet of Things Iranian people and things, things and things are connected through the Cloud. It can significantly save energy through a combination of LED lighting as a new ICT technologies and industry-to provide a human-centric, eco-friendly, and the content is embedded multifunction solutions that meet your needs, environment, implementation time according to user requirements, technology It can be systematized as converged next-generation lighting. In this paper, we have developed regarding whether the building in relation to the LED lighting control system using smart devices and Cloud-based user as a human connection through the board to the Arduino Yun lit LED lighting, wireless smart device or to the Cloud or off. After the Arduino Yun is connected to the Internet, taking the current date and time information from the Linux shell command used the way coming across the bridge (BRIDGE) its value.