• International Journal of Internet, Broadcasting and Communication
• /
• 제11권2호
• /
• pp.27-30
• /
• 2019

Factory monitoring systems are gaining importance in wide areas of industry. Especially, there have been many efforts in implementation of vibration measurement and analysis for monitoring the status of rotating machines. In this paper, a digital signal processor (DSP) based monitoring system dedicated to the vibration monitoring and analysis on rotating machines is discussed. Vibration signals are acquired and processed for the continuous monitoring of the machine status. Time domain signals and fast Fourier transform (FFT) are used for vibration analysis. All of the signal processing procedures are done in the DSP to reduce the production and maintenance cost. The developed system could also provide remote and mobile monitoring capabilities to operator via internet connection. This paper describes the overview of the functional blocks of the implemented system. Test results based on signals from small-size single phase motors are discussed for monitoring and defect diagnosis of the machine status.

• International Journal of Advanced Culture Technology
• /
• 제11권1호
• /
• pp.395-402
• /
• 2023

The implementation of a hybrid network utilizing Power Line Communication (PLC) and Wi-Fi technologies has been demonstrated to improve signal strength and coverage in areas with poor connectivity due to internet shadow areas. In this study we strategically positioned Wi-Fi relays and utilized the capabilities of PLC technology to significantly improve signal strength and coverage in areas with poor connectivity. We also analyzed the effects of metallic obstacles on Wi-Fi signal propagation and proposed a solution to strengthen the signal enough to pass through them. Our experiment demonstrated the feasibility and potential of using this hybrid network in industrial scenarios for real-time data transmission. Overall, the results suggest that the use of PLC and Wi-Fi hybrid networks can be a cost-effective and efficient solution for overcoming internet connectivity challenges and has the potential to provide high-speed internet access to areas with unreliable signals.

• KSII Transactions on Internet and Information Systems (TIIS)
• /
• 제13권11호
• /
• pp.5427-5445
• /
• 2019

While deep neural networks have achieved remarkable performance in representation learning, a huge amount of labeled training data are usually required by supervised deep models such as convolutional neural networks. In this paper, we propose a new representation learning method, namely generative adversarial networks (GAN) based bagging deep convolutional autoencoders (GAN-BDCAE), which can map data to diverse hierarchical representations in an unsupervised fashion. To boost the size of training data, to train deep model and to aggregate diverse learning machines are the three principal avenues towards increasing the capabilities of representation learning of neural networks. We focus on combining those three techniques. To this aim, we adopt GAN for realistic unlabeled sample generation and bagging deep convolutional autoencoders (BDCAE) for robust feature learning. The proposed method improves the discriminative ability of learned feature embedding for solving subsequent pattern recognition problems. We evaluate our approach on three standard benchmarks and demonstrate the superiority of the proposed method compared to traditional unsupervised learning methods.

• 정보처리학회논문지D
• /
• 제10D권7호
• /
• pp.1197-1206
• /
• 2003

본 연구에서는 인터넷 망을 기반으로 하는 인쇄 표준인 인터넷 인쇄 프로토콜(WP)에 대하여 소개하고 UP 클라이언트/서버 시스템 구현을 위하여 각 클라이언트와 서버의 기능에 대해 자세히 논의하였다. 특히 효율적인 IPP 클라이언트/서버 시스템 활용을 위하여 사용자그룹, 프린터그룹 등의 관리기법을 채택하여 시스템 운영자와 관리자의 기능을 강화하고 효과적으로 IPP 시스템 사용자나 프린터를 관리할 수 있도록 구현하였다. 또한 IPP 표준옳 사용하는 타 회사 제품과의 호환성을 최대한 확보하는데 노력하였다. 그리고 마지막으로 앞으로의 연구 방향을 제시하였다.

• International Journal of Computer Science & Network Security
• /
• 제21권12spc호
• /
• pp.513-520
• /
• 2021

The purpose of the article is to study the impact of digitalization on the transformation of the banking system, taking into account current innovative development trends. The article analyzes the impact of key factors on the development of the digital economy. Ukraine's ranking positions in terms of digital competitiveness are shown. The necessity of using digital technologies in the sphere of banking activity is substantiated. The dynamics of changes in the number of operating banks in Ukraine is analyzed. The directions of introduction of information technologies in the sphere of banking activity are determined. An analysis of changes in the share of the population of individual EU member states that use the Internet for Internet banking. It is noted that modern transformation trends, digitalization of the economy have a significant impact on the landscape of the banking sector, in this context, the rating of Ukrainian banks in the categories of "Internet Banking" and "Mobile Banking". The advantages and disadvantages of using the capabilities of Internet banking are identified. Based on the study, the importance of expanding the boundaries of digitalization of the domestic banking system is substantiated, which will further increase the level of availability of online services in the field of banking. Prospects for further research are identified in the study of the impact of digitalization on the development of the banking system of foreign countries.

• International Journal of Internet, Broadcasting and Communication
• /
• 제9권4호
• /
• pp.59-66
• /
• 2017

Cloud computing has evolved into a core computing infrastructure for the internet that encompasses content, as well as communications, applications and commerce. By providing powerful computing and communications capabilities in the palm of the hand everywhere with a variety of smart devices, mobile applications such as virtual reality, sensing and navigation have emerged and radically changed the patterns people live. The data that is generated is getting bigger. Cloud computing, on the other hand, has problems with system load and speed due to the collection, processing and control of remote data. To solve this problem, fog computing has been proposed in which data is collected and processed at an edge. In this paper, we propose a system that dynamically selects a fog server that acts as a cloud in the edge. It serves as a mediator in the cloud, and provides information on the services and systems belonging to the cloud to the mobile device so that the mobile device can act as a fog. When the role of the fog system is complete, we provide it to the cloud to virtualize the fog. The heterogeneous problem of data of mobile nodes can be solved by using mDBaaS (Mobile DataBase as a Service) and we propose a system design method for this.

• 정보처리학회논문지D
• /
• 제9D권2호
• /
• pp.277-288
• /
• 2002

인터넷 마켓플레이스에서는 사용자를 도와주는 서비스 중개자가 가장 중요한 역할을 수행한다. 최근에 전자상거래나 온라인 쇼핑몰, 그리고 e-마켓플레이스를 위해 많은 지능적 중개자들이 개발되고 있다. 비록 이러한 시스템들은 많은 성공 사례를 보여주고 있지만 인터넷 마켓플레이스에서 요구되는 서비스 결합 및 자동 실행을 지원하는 시스템은 거의 없다. 이러한 관점에서 본 논문에서는 하나의 새로운 워크플로우 기반 서비스 중개가 시스템을 제안하다. 본 연구에서 종속된 서비스들은 워크플로우 프로세스로 표현되고 이 프로세스들은 워크플로우 엔진에 의해 자동 처리된다. 제안된 시스템에서 모든 데이터의 교환은 플랫폼 독립성, 확장성, 개방성, 그리고 상호운용성 구조를 제공하는 XML을 통해 구현된다.

• International Journal of Knowledge Content Development & Technology
• /
• 제11권1호
• /
• pp.29-48
• /
• 2021

The paper discusses the ICT infrastructure as far as the availability of (computers, local or wide area networks, Internet connectivity and its reliability, size of the bandwidth and its optimization, etc.) in the S&T research institution. It also examined the profile of the research scientists and looked at the type of ICT infrastructure that is available for their use as well as the reliability of the Internet connectivity within these research institutions. It looked at the broadband capacities of the research institutions and the ICT capabilities in respect of the technical and managerial support back-up that are available to the research institutions. The study used the survey research method with a questionnaire as well as personal observation to gather the data. From the data gathered, it was realized that the internet connectivity and the size of the bandwidth that the R&D institutions subscribed to differed significantly. Again, the extent to which the research scientists were able to access the internet in their respective institutions depended on the quality of the local network in place. Generally, the investments in ICT were made for different management objectives, and these were meant to facilitate the generation of new knowledge as well as make measurable improvements in R&D activities.

• Journal of Information Processing Systems
• /
• 제20권4호
• /
• pp.514-523
• /
• 2024

In the Internet of Medical Things, due to the sensitivity of medical information, data typically need to be retained locally. The training model of heart disease data can predict patients' physical health status effectively, thereby providing reliable disease information. It is crucial to make full use of multiple data sources in the Internet of Medical Things applications to improve model accuracy. As network communication speeds and computational capabilities continue to evolve, parties are storing data locally, and using privacy protection technology to exchange data in the communication process to construct models is receiving increasing attention. This shift toward secure and efficient data collaboration is expected to revolutionize computer modeling in the healthcare field by ensuring accuracy and privacy in the analysis of critical medical information. In this paper, we train and test a multiparty decision tree model for the Internet of Medical Things on a heart disease dataset to address the challenges associated with developing a practical and usable model while ensuring the protection of heart disease data. Experimental results demonstrate that the accuracy of our privacy protection method is as high as 93.24%, representing a difference of only 0.3% compared with a conventional plaintext algorithm.

• 기술혁신학회지
• /
• 제11권1호
• /
• pp.46-71
• /
• 2008

국내 무선인터넷서비스 산업은 지속적인 외형적인 성장에도 불구하고 실질적으로 활성화 단계에 이르지 못하고 있는 실정이다. 본 연구는 기대에 미치지 못하게 혁신성과의 확산이 제약된 지금의 국내 무선인터넷서비스 산업을 "구조적 문제점으로 인한 시스템 실패" 로 보고 이러한 현상이 일어나는 메커니즘을 공급측면에 초점을 두고 규명하였다. 산업혁신시스템 관점에서 국내 무선인터넷서비스 산업을 분석한 결과 상호작용의 실패, 제도의 실패, 역량의 실패 등 세 가지 유형이 나타났으며 각 실패 유형은 독립적인 것이 아니라 상호연계 되어 있는 것으로 분석되었다. 국내무선인터넷서비스 산업의 성공을 위해서는 실효성 제고를 위한 현 제도의 개선과 함께 상대적으로 보정이 약한 콘텐츠제공사업자 역량의 실패를 보정할 수 있는 정책이 요구된다. 본 연구는 무선인터넷서비스 산업 활성화뿐만 아니라 새로운 산업을 위한 혁신시스템 개발에 정책적 시사점을 줄 것으로 기대한다.