• International Journal of Internet, Broadcasting and Communication
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• 제8권4호
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• pp.26-38
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• 2016

Recently, mobile traffic has increased tremendously due to the deployment of smart devices such as smartphones and smart tablets. Android is the world's most powerful mobile platform in smartphone. The Android operating system provide seamless access to many applications and access to the Internet. It would involve network packet sharing communicated over the network. Network packet contains a lot of useful information about network activity that can be used as a description of the general network behaviours. To study what is the behaviours of the network packet, an effective tools such as network packet analyzers software used by network administrators to capture and analyze the network information. In this research, more understanding about network information in live network packet captured from Android smartphone is the target and identify the best network analyzer software.

• 한국전자통신학회논문지
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• 제5권4호
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• pp.480-485
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• 2010

본 논문에서는 친환경 스마트가전 응용시스템을 위한 모바일 로봇 플랫폼인 Ecobot을 개발하였다. Ecobot은 Zigbee 네트워크로 홈 네트워크를 구성한 친환경 스마트 가전 응용시스템에서 쾌적 환경 감시 및 안내의 역할을 수행한다. 쾌적 환경을 위해 환경 감시 센서가 탑재되어 있으며, Zigbee 네트워크를 통해 스마트 가전기기와 연동하여 스마트 가전기기를 제어하여 쾌적 환경을 유지시킨다. 또한 URG-04LX 레이저 거리 센서를 이용하여 자율주행 및 충돌 회피를 통해 실내 환경을 감시하게 된다.

• International Journal of Internet, Broadcasting and Communication
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• 제8권3호
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• pp.69-77
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• 2016

Maximum utilization of unused license spectrum is one of key factor in cognitive radio network which can handle the large number of systems and devices connected on smart grid AMI network. The central intelligence control system has responsibility to accept new technologies and users for automation. To ensure a reliable communication in smart grid system through cognitive network, a minimum mean square error (MSE) signal using unused licensed spectrum (or frequency) is necessary to be detected with small decision error. In this paper, we introduce a user control wireless smart grid system with minimum MSE using LMS algorithm.

• 한국정보통신학회:학술대회논문집
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• 한국정보통신학회 2021년도 춘계학술대회
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• pp.200-203
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• 2021

본 논문은 여러 인공지능 기술 중 이미지 분류를 통한 사람의 얼굴 표정을 인식하는 프로그램을 통해 사람의 표정을 인식하여 거울에 나타내는 스마트미러 기술을 소개한다. 여러 사람의 5가지 표정이미지를 통하여 인공지능으로 학습하였고, 사람이 거울을 볼 때 거울이 그 표정을 인식하여 인식한 결과를 거울에 나타내는 방식이다. 여러 사람의 얼굴을 표정별로 구분되어있는 dataset을 kaggle에서 제공하는 fer2013을 이용하여 사용하였고, 이미지 데이터 분류를 위해 네트워크 구조는 컨볼루션 신경망 구조를 이용하여 학습하였다. 최종적으로 학습된 모델을 임베디드 보드인 라즈베리파이4를 통해서 얼굴을 인식하여 거울을 통해 디스플레이에 나타내는 구조이다.

• Asia pacific journal of information systems
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• 제29권3호
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• pp.448-467
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• 2019

In a new age of smart tourism, free independent travelers (FITs) choose their travel routes in a more diversified and less predictable way with the aid of smart services. This paper focuses on the movements of Chinese outbound FITs in the U.S. in the year of 2018. 110 places to visit (destinations) extracted from 122 travel routes recommendations on Qyer.com, a major online travel community in China, are analyzed with social network analysis (SNA). Based on the results of SNA, employing degree centrality, eigenvector centrality, betweenness centrality, network visualization, and cluster diagram methods, some preferred cities and natural attractions outside city centers (i.e., New York City (NYC), Los Angeles, San Francisco, Washington D.C., and Niagara Falls) are identified. Moreover, it is found that NYC in the East and Los Angeles in the West play a major role in the movements of Chinese FITs. This study contributes to the body of knowledge on tourist destination movements and provides valuable implications for smart service development in the tourism and hospitality industry.

• 한국정보통신학회:학술대회논문집
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• 한국해양정보통신학회 2011년도 추계학술대회
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• pp.563-566
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• 2011

스마트그리드는 전력 에너지망에 구축되는 추가적인 네트워크 개념으로 볼 수 있으며 전력과 IT가 결합된 형태이므로 통신망 관점에서 요구사항을 명확히 도출하고 이를 통신망에 구현하기 위한 구조가 구체적으로 정의되어야 한다. 본 논문에서는 ITU-T를 중심으로 스마트그리드에 대한 기술을 소개하고 통신망 관점의 표준 요구사항에 대해서도같이 논하기로 한다.

• 인터넷정보학회논문지
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• 제23권2호
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• pp.9-17
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• 2022

In this paper, we propose a secure smart home network model and a novel cryptographic protocol called the Smart Home Security Protocol (SHSP). Authentication, key distribution, and encryption functions are properly supported in order to make a smart home secure, and a residential gateway (RG) plays a central role in performing these functions. According to the characteristics of networks and attached devices, we classify smart homes into three different types of sub-networks and these networks are interconnected with one another by the RG. Depending on a sub-network, we use different types of secure schemes to reduce the burden of the process and the delay in devices while it provides proper security functions. The proposed secure smart home model is implemented and verified by using a variety of embedded system environments.

• International Journal of Computer Science & Network Security
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• 제22권12호
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• pp.29-36
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• 2022

Smart grid (SG) software platforms and communication networks that run and manage the entire grid are increasingly concerned about cyber security. Characteristics of the smart grid networks, including heterogeneity, time restrictions, bandwidth, scalability, and other factors make it difficult to secure. The age-old strategy of "building bigger walls" is no longer sufficient given the rise in the quantity and size of cyberattacks as well as the sophisticated methods threat actor uses to hide their actions. Cyber security experts utilize technologies and procedures to defend IT systems and data from intruders. The primary objective of every organization's cybersecurity team is to safeguard data and information technology (IT) infrastructure. Consequently, further research is required to create guidelines and methods that are compatible with smart grid security. In this study, we have discussed objectives of of smart grid security, challenges of smart grid security, defensive cybersecurity techniques, offensive cybersecurity techniques and open research challenges of cybersecurity.

• International Journal of Computer Science & Network Security
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• 제24권4호
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• pp.119-126
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• 2024

This paper reviewed and provides clarifications as to the meaning and concept of Smart Cities with particular reference to the Smart City Components. The paper also discusses Internet of Things and the Big Data in relation to the role they played in the development and evolution of smart cities. The paper further provides discussions on the 5G Wireless Networks and Industry 4.0 buttressing their significance in the smart cities concept. The paper as the name implies; discusses on the readiness and adaptability of this trending concept 'Smart City' in the African global space.

• Smart Structures and Systems
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• 제6권5_6호
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• pp.423-438
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• 2010

Wireless smart sensors enable new approaches to improve structural health monitoring (SHM) practices through the use of distributed data processing. Such an approach is scalable to the large number of sensor nodes required for high-fidelity modal analysis and damage detection. While much of the technology associated with smart sensors has been available for nearly a decade, there have been limited numbers of fulls-cale implementations due to the lack of critical hardware and software elements. This research develops a flexible wireless smart sensor framework for full-scale, autonomous SHM that integrates the necessary software and hardware while addressing key implementation requirements. The Imote2 smart sensor platform is employed, providing the computation and communication resources that support demanding sensor network applications such as SHM of civil infrastructure. A multi-metric Imote2 sensor board with onboard signal processing specifically designed for SHM applications has been designed and validated. The framework software is based on a service-oriented architecture that is modular, reusable and extensible, thus allowing engineers to more readily realize the potential of smart sensor technology. Flexible network management software combines a sleep/wake cycle for enhanced power efficiency with threshold detection for triggering network wide operations such as synchronized sensing or decentralized modal analysis. The framework developed in this research has been validated on a full-scale a cable-stayed bridge in South Korea.