• Title/Summary/Keyword: Smart AP

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A Novle Method for Efficient Mobile AR Service in Edge Mesh Network

  • Choi, Seyun;Shim, Woosung;Hong, Sukjun;Kim, Hoijun;Lee, Seunghyun;Kwon, Soonchul
    • International Journal of Internet, Broadcasting and Communication
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    • v.14 no.3
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    • pp.22-29
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    • 2022
  • Recently, with the development of mobile computing power, mobile-based VR and AR services are being developed. Due to network performance and computing power constraints, VR and AR services using large-capacity 3D content have limitations. A study on an efficient 3D content load method for a mobile device is required. The conventional method downloads all 3D content used for AR services at the same time. In this paper, we propose an active 3D content load according to the user's track. The proposed method is a partitioned 3D object load. Edge servers were installed for each area and connected through the MESH network. Partitioned load the required 3D object in the area referring to the user's location. The location is identified through the edge server information of the connected AP. The performance of the proposed method and the conventional method was compared. As a result of the comparison, the proposed method showed a stable Mobile AR Service. The results of this study, it is expected to contribute to the activation of edge server-based AR mobile services.

Fruit's Defective Area Detection Using Yolo V4 Deep Learning Intelligent Technology (Yolo V4 딥러닝 지능기술을 이용한 과일 불량 부위 검출)

  • Choi, Han Suk
    • Smart Media Journal
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    • v.11 no.4
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    • pp.46-55
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    • 2022
  • It is very important to first detect and remove defective fruits with scratches or bruised areas in the automatic fruit quality screening system. This paper proposes a method of detecting defective areas in fruits using the latest artificial intelligence technology, the Yolo V4 deep learning model in order to overcome the limitations of the method of detecting fruit's defective areas using the existing image processing techniques. In this study, a total of 2,400 defective fruits, including 1,000 defective apples and 1,400 defective fruits with scratch or decayed areas, were learned using the Yolo V4 deep learning model and experiments were conducted to detect defective areas. As a result of the performance test, the precision of apples is 0.80, recall is 0.76, IoU is 69.92% and mAP is 65.27%. The precision of pears is 0.86, recall is 0.81, IoU is 70.54% and mAP is 68.75%. The method proposed in this study can dramatically improve the performance of the existing automatic fruit quality screening system by accurately selecting fruits with defective areas in real time rather than using the existing image processing techniques.

Data Processing Framework Design based on Smart Phon by Bluetooth (스마트폰 기반 블루투스 데이터 처리 프레임워크 설계)

  • Nam, Yong-Su;Kim, Tae-Yong;Lee, Hoon-Jae
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2010.07a
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    • pp.235-236
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    • 2010
  • 본 논문에서는 블루투스 노드와 블루투스 AP(Access Point)를 이용하여 영화관, 기차역, 은행, 관공서 등의 다양한 장소의 키오스크 서버(Kiosk Server)에 모바일 기기로 원격으로 접속한다. 이때 모바일 단말기기는 사용자의 입력과 출력만을 담당하고 키오스크 서버는 전달된 데이터를 처리하여 사용자에게 전달하는 Profile의 프레임워크를 설계 한다.

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A Study on the Data Frame Length and Repetitive Transmission for IP Local Broadcasting (인터넷 지역 방송에서 데이터 프레임 길이와 복수 전송에 관한 연구)

  • Oh, Jong-Taek
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.11 no.3
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    • pp.123-126
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    • 2011
  • As the number of users of smart phone and smart pad are increasing, the deployment of WiFi APs has been accelerated. Also Internet local broadcasting service will be activated near future. But transmission error is the critical problem, due to the one-way transmission of the data to the receivers. In this paper, FER is analysed according to BER and frame length, and repetitive transmission technique is proposed to reduce the effective FER.

Smart Adapted Service in Ubiquitous (유비쿼터스 환경에서 사용자의 일정에 따른 지능 정보 제공 시스템)

  • Ahn, Ho-Seok;Sa, In-Kyu;Baek, Young-Min;Ahn, Youn-Seok;Choi, Jin-Young
    • Proceedings of the KIEE Conference
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    • 2007.10a
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    • pp.357-358
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    • 2007
  • 사람들은 자신의 일정을 관리할 필요가 있으며, 이를 자동으로 관리할 수 있도록 Smart Adapted Service (SAS)를 제안한다. 사람들은 자신의 일정을 웹서버에 메모하며, 제안하는 시스템에서 일정을 관리한다. SAS는 저장된 일정을 미리 알려주며, 일정을 수행하는데 필요한 정보를 인터넷에서 검색하여 능동적으로 제공해준다. 이는 웹서비스 엔진을 통해 가능하다. 또한 구입하고자 하는 물건이나 먹고 싶은 음식을 기록하면 주변상점의 정보를 검색하여 사용자에게 맞춤 정보를 제공해준다. 이는 유비쿼터스 환경이라는 가정 하에 실시간 자동 AP 로밍 시스템을 이용한다. 또한 SAS는 사용자가 선호하는 데이터를 기억하고 추천해주기도 한다. 개개인의 감정 및 피로도를 기반으로 건강을 체크해주기도 한다. 이러한 기능을 하는 시스템을 구현하고 가능함을 확인했다.

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Urban Vitality Assessment Using Spatial Big Data and Nighttime Light Satellite Image: A Case Study of Daegu (공간 빅데이터와 야간 위성영상을 활용한 도시 활력 평가: 대구시를 사례로)

  • JEONG, Si-Yun;JUN, Byong-Woon
    • Journal of the Korean Association of Geographic Information Studies
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    • v.23 no.4
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    • pp.217-233
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    • 2020
  • This study evaluated the urban vitality of Daegu metropolitan city in 2018 using emerging geographic data such as spatial big data, Wi-Fi AP(access points) and nighttime light satellite image. The emerging geographic data were used in this research to quantify human activities in the city more directly at various spatial and temporal scales. Three spatial big data such as mobile phone data, credit card data and public transport smart card data were employed to reflect social, economic and mobility aspects of urban vitality while public Wi-Fi AP and nighttime light satellite image were included to consider virtual and physical aspects of the urban vitality. With PCA (Principal Component Analysis), five indicators were integrated and transformed to the urban vitality index at census output area by temporal slots. Results show that five clusters with high urban vitality were identified around downtown Daegu, Daegu bank intersection and Beomeo intersection, Seongseo, Dongdaegu station and Chilgok 3 district. Further, the results unveil that the urban vitality index was varied over the same urban space by temporal slots. This study provides the possibility for the integrated use of spatial big data, Wi-Fi AP and nighttime light satellite image as proxy for measuring urban vitality.

Android-Based Devices Control System Using Web Server (웹 서버를 이용한 안드로이드 기반 기기 제어 시스템)

  • Jung, Chee-Oh;Kim, Wung-Jun;Jung, Hoe-Kyung
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.19 no.3
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    • pp.741-746
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    • 2015
  • Recently, as mobile operating system market and wireless communication technology have been rapidly developed, many devices such as smart phones, air conditioners, smart TVs, cleaning robot, and cameras become available with android operating system. Accordingly, collecting variety of information through many everyday use devices with network connections is now enabled. However, in the current market, most devices are controlled individually developed applications, and there is growing need to develop a master application that can control multiple devices. In this paper, we propose and implement a system that can control multiple android-based devices on a Wired/Wireless router(AP) registered through web server. we expect such an effort can attribute to future IoT researches.

Design and Implementation of Snapshot Startup Method for Fast Subsystem Startup (서브시스템의 빠른 구동을 위한 스냅샷 구동 기법 설계 및 구현)

  • Kim, Jun;Lee, Joonwon;Jeong, Jinkyu
    • KIPS Transactions on Computer and Communication Systems
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    • v.3 no.7
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    • pp.209-218
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    • 2014
  • An AP that is used by smart device is going to be complicated because smart devices support diverse functions. As a result, multiple low-level IPs including a dedicated CPU are integrated in a high-level subsystem for supporting complicated function such as multimedia codec and camera. A subsystem has software that executes separately from main system, and the software needs to be initialized for every execution of the subsystem. This causes increase of the subsystem startup time so it should be improved because startup time of subsystem affects launching time of application. Methods in applied to computer system for fast startup also could be applied to fast startup of subsystem because subsystem is similar with computer system. In this paper, we apply snapshot method that is used in computer system to subsystem and analyzes the pros and cons. And snapshot method could not be applied to register of IP without modification because register of IP offers restricted read and write. So this paper suggests technique that applying snapshot to each characteristic of register.

Vulnerability Analysis on the Mobile Core Network using OpenAirInterface (OpenAirInterface를 통한 모바일 코어네트워크 보안위협 분석)

  • Oh, In Su;Park, Jun Young;Jung, Eun Seon;Yim, Kang Bin
    • Smart Media Journal
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    • v.9 no.3
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    • pp.71-79
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    • 2020
  • Mobile network is used by many users worldwide for diverse services, including phone-call, messaging and data transfer over the Internet. However, this network may experience massive damage if it is exposed to cyber-attacks or denial-of-service attacks via wireless communication interference. Because the mobile network is also used as an emergency network in cases of disaster, evaluation or verification for security and safety is necessary as an important nation-wide asset. However, it is not easy to analyze the mobile core network because it's built and serviced by private service providers, exclusively operated, and there is even no separate network for testing. Thus, in this paper, a virtual mobile network is built using OpenAirInterface, which is implemented based on 3GPP standards and provided as an open source software, and the structure and protocols of the core network are analyzed. In particular, the S1AP protocol messages captured on S1-MME, the interface between the base station eNodeB and the mobility manager MME, are analyzed to identify potential security threats by evaluating the effect of the messages sent from the user terminal UE to the mobile core network.

Technology and Policy for Blockchain-based Spectrum Sharing (블록체인 기반의 전파 공유 기술과 전파 정책)

  • Shin, Na Yeon;Nam, Ji-Hyun;Choi, Ye Jin;Lee, Il-Gu
    • Journal of Digital Convergence
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    • v.17 no.10
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    • pp.13-21
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    • 2019
  • The restricted network or the unbalanced distribution of spectrum is causing the problems of lack of spectrum resources and deterioration of the service quality. In addition, the existing centralized radio sharing method has not been a fundamental solution for radio sharing and is inefficient in terms of cost, convenience, and security. In this paper, we propose a blockchain-based spectrum sharing as a low-cost, trustworthy, high-efficiency platform that can distribute and share spectrum resources, and propose policies to realize this. In the spectrum sharing platform, spectrum information about Wi-Fi AP and LTE mobile hotspot is registered in the blockchain, and spectrum sharers and users can conclude peer-to-peer spectrum sharing contract quickly and efficiently through smart contract. The pay for the shared spectrum resources and reward for spectrum quality management open platform ecosystem to activate the circulation-sharing and it can provide a convenient and efficient public wireless infrastructure.