• Smart Media Journal
• /
• 제11권5호
• /
• pp.9-16
• /
• 2022

Recently, agricultural sites are automating into digital agricultural smart farms by applying technologies such as big data and Internet of Things (IoT). These smart farms aim to increase production and improve crop quality by measuring the environment of crops, investigating and processing data. Production prediction is an important study in smart farm digital agriculture, which is a high-tech agriculture, and it is necessary to analyze environmental data using big data and further standardized research to manage the quality of growth information data. In this paper, environmental and production data collected from smart farm strawberry farms were analyzed and studied. Based on regression analysis, crop production prediction models were analyzed using Ridge Regression, LightGBM, and XGBoost. Among the three models, the optimal model was XGBoost, and R2 showed 82.5 percent explanatory power. As a result of the study, the correlation between the amount of positive fluid absorption and environmental data was confirmed, and significant results were obtained for the production prediction study. In the future, it is expected to contribute to the prevention of environmental pollution and reduction of sheep through the management of sheep by studying the amount of sheep absorption, such as information on the growing environment of crops and the ingredients of sheep.

• Journal of Internet Computing and Services
• /
• 제23권5호
• /
• pp.69-78
• /
• 2022

As the use of Internet of Things (IoT) devices has expanded, digital forensics coverage of the National Police Agency has expanded to smart home areas. Accordingly, most of the existing studies conducted to acquire smart home platform data were mainly conducted to analyze local data of mobile devices and analyze network perspectives. However, meaningful data for evidence analysis is mainly stored on cloud storage on smart home platforms. Therefore, in this paper, we study how to acquire stored in the cloud in a Hey Home Air environment by extracting accessToken of user accounts through a cookie database of browsers such as Microsoft Edge, Google Chrome, Mozilia Firefox, and Opera, which are recorded on a PC when users use the Hey Home app-based "Hey Home Square" service. In this paper, the it was configured with smart temperature and humidity sensors, smart door sensors, and smart motion sensors, and artifacts such as temperature and humidity data by date and place, device list used, and motion detection records were collected. Information such as temperature and humidity at the time of the incident can be seen from the results of the artifact analysis and can be used in the forensic investigation process. In addition, the cloud data acquisition method using OpenAPI proposed in this paper excludes the possibility of modulation during the data collection process and uses the API method, so it follows the principle of integrity and reproducibility, which are the principles of digital forensics.

• Journal of Information Technology Services
• /
• 제21권1호
• /
• pp.127-144
• /
• 2022

Recently, Korea is promoting cooperation with various countries, centering on ASEAN countries, with the aim of exporting Korean smart cities for the globalization of smart cities. The purpose of this study is to select excellent smart city technologies through analysis of smart city technologies owned by domestic companies and company status, and to prepare a plan for revitalization of companies with smart city technologies. Through prior research, the implications were derived through research on the existing smart city. Next, established a smart city policy analysis and smart city technology classification criteria through Korea and Overseas smart city policy and Korea smart city technology status DB. And the big data of smart city technology possessed by Korea companies and a plan for selecting a smart city export technology was prepared through analysis by region and company. As a result, to activate the technology possessed by Korea companies and to export overseas, it seems to need financial support and tax incentives that secure a pathway to export specialized smart technologies of SMEs, along with citizen participation and institutional supplementation. The smart city technology fields with the highest utilization in Korea were traffic, green energy, e-government, crime prevention, and construction, and the service types were platform, IoT, AI, big data, and GIS/GPS. These technologies are expected to contribute to building a platform for overseas smart city technology exports.

• The Journal of the Korea institute of electronic communication sciences
• /
• 제16권6호
• /
• pp.1349-1354
• /
• 2021

An All-in-one LED lantern is a light device to determine the fairway of ships in operation. The current all-in-one LED lantern powered by solar energy is challenged by insufficient power capacity due to limited sun hours. This article presents an all-in-one 9-Nautical mile LED lantern driven by solar and wind power that is abundant maritime renewable energy. Furthermore, the remote smart monitoring system is developed. A smart control system capable of remote control of the lantern was implemented by using the LED lantern device and monitoring system as IoT. This technology that realtime condition monitoring and remote control are developed for safe ship navigation. We expect that maintaining the accuracy and consistency of LED lanterns prevents marine accidents and reduces social costs.

• The Journal of the Convergence on Culture Technology
• /
• 제4권1호
• /
• pp.337-351
• /
• 2018

This paper discusses 5G IOT, Augmented Reality, Cloud Computing, Big Data, Future Autonomous Driving Vehicle technology, and presents 5G utilization of Pyeongchang Winter Olympic Games and Jeju Smart City model. The reason is that 5G is the main artery of the 4th industry.5G is the fourth industrial aorta because 5G is the core infrastructure of the fourth industrial revolution. In order for the AI, autonomous vehicle, VR / AR, and Internet (IoT) era to take off, data must be transmitted several times faster and more securely than before. For example, if you send a stop signal to LTE, which is a communication technology, to a remote autonomous vehicle, it takes a hundredth of a second. It seems to be fairly fast, but if you run at 100km / h, you can not guarantee safety because the car moves 30cm until it stops. 5G is more than 20 gigabits per second (Gbps), about 40 times faster than current LTE. Theoretically, the vehicle can be set up within 1 cm. 5G not only connects 1 million Internet (IoT) devices within a radius of 1 kilometer, but also has a speed delay of less than 0.001 sec. Steve Mollenkov, chief executive officer of Qualcomm, the world's largest maker of smartphones, said, "5G is a key element and innovative technology that will connect the future." With 5G commercialization, there will be an economic effect of 12 trillion dollars in 2035 and 22 million new jobs We can expect to see the effect of creation.

• Electronics and Telecommunications Trends
• /
• 제31권6호
• /
• pp.39-47
• /
• 2016

스마트팩토리의 세계시장 규모가 2015년 약 177조에서 2020년 약 437조까지 년 평균 20%씩 성장할 것으로 한 보고서는 예측하였다. 한국은 스마트팩토리 보급을 위해 2020년까지 스마트공장을 1만개까지 확산시킨다는 계획이다. 스마트팩토리의 핵심기술은 IoT와 사이버물리시스템(Cyber Physical System: CPS)으로 구성되고 이에 필요한 핵심 하드웨어는 센서소자/모듈, 무선 센서네트워크로 구성된다. 중소기업을 위한 스마트팩토리의 기본적인 구성요소와 통신구조를 논의한다. 그리고 일부 구성요소를 세 기업에 지원한 사례를 알아보고 스마트팩토리를 중소기업에 적용하는 방안 및 문제점을 논의한다.

• Proceedings of the Korea Information Processing Society Conference
• /
• 한국정보처리학회 2017년도 춘계학술발표대회
• /
• pp.1123-1125
• /
• 2017

ICT 기술의 발달과 농촌의 고령화로 인한 사회적 문제(노동력 부족)를 해결하기 위하여 스마트팜(Smart-Farm) 상품이 많이 운용되고 있다. 하지만, 대부분의 스마트팜 솔루션은 통신기술을 기반으로 개발 및 상품화되었다. 따라서, 시설재배 농가의 요구사항(일관된 생산품질 유지 및 돌발상황 대처 등)이 반영된 스마트팜 상품을 개발하기 위한 제품과는 거리가 멀다. 본 연구에서는 IoT 플랫폼 기반의 시설재배용 스마트 관제시스템 최적화 모델을 개발을 위한 설계 결과를 제시하고자 한다.

• International Journal of High-Rise Buildings
• /
• 제9권1호
• /
• pp.81-85
• /
• 2020

Currently, urban mobility is rather two-dimensional: Connections between transportation solutions like elevators, escalators, moving walks, and metro stations are static. In the future, urban mobility will require a holistic view: Seamless transportation, enabled by innovative IoT technology, is a necessity. A dialogue between the city, its buildings and transportation systems, considering the specific needs and preferences of each and every citizen, must be adopted. Travelling through the city will become a lot more individualized, interactive and customized to specific requirements.

• Proceedings of the Korea Information Processing Society Conference
• /
• 한국정보처리학회 2017년도 추계학술발표대회
• /
• pp.1137-1140
• /
• 2017

본 연구에서는 Java기반 Android App과 라즈베리파이 보드를 기반으로 Wi-fi 통신을 통해 스마트폰과 라즈베리파이를 연동하여 집안의 커튼, 전구, 카메라 등과 같은 기기들을 제어하는 시스템을 구현하는 방법을 제시하였다. 기존의 가정의 전구와 커튼과 같은 전자기기들을 스마트폰을 통하여 자택에서 편안하게 제어할 수 있으며 향후 지어지는 신축 아파트들이나 병원과 같은 시설에서 이러한 IoT 기술이 접목될 가능성이 있기 때문에 라즈베리파이와 하드웨어를 연동하여 가정기기를 제어하는 시스템을 구현하였다.

• Information and Communications Magazine
• /
• 제30권6호
• /
• pp.20-25
• /
• 2013

본고에서는 1GHz 이하 주파수에서 동작하는 Wireless LAN(WLAN) 표준으로, IEEE 802.11ah PHY/MAC 표준 규격에 대해서 알아 본다. IEEE 802.11ah 표준은, Smart Grid, M2M, IoT 와 같이 실내, 실외에서 많은 수의 단말들을 최소한의 전력소모로 데이터 통신을 하기 위한 목적으로 개발되었다. WLAN의 서비스 범위가 1Km 이상으로 늘어나게 되면, 그 동안 WLAN 에서 심각하게 다루지 않았던 Hidden Node 문제가 단말의 전력 소모, throughput performance 을 결정하는 중요한 요소로 등장하게 된다. 특별히 IEEE 802.11ah 에서는, 많은 수의 단말들간에 Hidden Node 을 고려한 Restricted Access Window 라는 새로운 channel access 기법이 제안되었고, 이에 본 고에서는 IEEE 802.11ah 에 새롭게 지원되는 MAC 기능들에 대해 중점적으로 살펴 보도록 한다.