• Journal of Advanced Marine Engineering and Technology
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• v.37 no.4
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• pp.409-417
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• 2013

Mu-communication board supported by multi-communication is designed with Atxmega 128A1 which is a low power energy consuming of 8-bit microcontroller. ATxmega128A1 microcontroller consists of 8 UART(Universal asynchronous receiver/transmitter) ports which can be setting appropriate user interface having command line interpreter(CLI) program with each port, 2 kbytes EEPROM, 128 kbytes flash memory, 8 kbytes SRAM. 8 URAT ports are used for the multi communication modem, GPS module, etc. and EEPROM is used for saving a configuration for program running, and flash memory of 128 kbytes is used for storing a Firm Ware, and 8 kbytes SRAM is used for stack, storing memory of global variables while program running. If we uses the hybrid communication of path optimization of VHF, TRS and CDMA to remote control AtoN(aid to navigation), it is able to remove the communication shadow area. Even though there is a shadow area for individual communication method, we can select an optimum communication method. The compatibility of data has been enhanced as using of same data frame per communication devices. For the test, 8640 of data has been collected from the each buoy during 30 days in every 5 minutes and the receiving rate of the data has shown more than 99.4 %.

• Journal of the Korea Academia-Industrial cooperation Society
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• v.11 no.3
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• pp.808-814
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• 2010

In this paper we executed a SBL(Short Baseline) underwater acoustic positioning system that is a kind of underwater position estimation system to estimates the 3-dimensional position of ROV(Remotely Operated Vehicle) using hydrophones and DAQ(Data Acquisition) system in the basin which dimensions are $3{\times}3{\times}1.7(m)$. For this experiment, we let 4 hydrophones in different positions of the basin for receiver and 1 hydrophone is fixed on the underwater vehicle for transmitting sensor(pinger). These five hydrophones are communicated with each other to find the 3-D positions of the moving ROV in the basin. The measured signals are collected by DAQ system and the positions of the ROV are plotted by LabView program in real-time. To estimate the position of the ROV we used a trigonometric method. In X and Y plane the estimated data has a small errors but in Z plane the estimated data has large errors so we cannot use this data for position control. One solution of this problem is using depth sensor that implemented of the underwater vehicle. Hereafter, we will test in the ocean using designed SBL system.

• Smart Media Journal
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• v.13 no.2
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• pp.68-84
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• 2024

This paper describes the development of a system and algorithms for high-quality welfare services by recognizing behavior development indicators (activity, sociability, danger) in children aged 0 to 2 years old using action recognition technology. Action recognition targeted 11 behaviors from lying down in 0-year-olds to jumping in 2-year-olds, using data directly obtained from actual videos provided for research purposes by three nurseries in the Gwangju and Jeonnam regions. A dataset of 1,867 actions from 425 clip videos was built for these 11 behaviors, achieving an average recognition accuracy of 97.4%. Additionally, for real-world application, the Edge Video Analyzer (EVA), a behavior analysis device, was developed and implemented with a region-specific random frame selection-based PoseC3D algorithm, capable of recognizing actions in real-time for up to 30 people in four-channel videos. The developed system was installed in three nurseries, tested by ten childcare teachers over a month, and evaluated through surveys, resulting in a perceived accuracy of 91 points and a service satisfaction score of 94 points.

• Korean Journal of Remote Sensing
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• v.35 no.6_1
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• pp.987-997
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• 2019

Recently the demand for drones is rapidly increasing, as developing Unmanned Aerial Vehicle (UAV) and growing interest in them. Compared to traditional satellite and aerial imagery, it can be used for various researches (environment, geographic information, ocean observation, and remote sensing) because it can be managed with low operating costs and effective data acquisition. However, there is a disadvantage in that only a small area is acquired compared to the satellite and an aircraft, which is a traditional remote sensing method, depending on the battery capacity of the UAV, and the distance limit between Ground Control System (GCS) and UAV. If remote control at long range is possible, the possibility of using UAV in the field of remote sensing can be increased. Therefore, there is a need for a communication network system capable of controlling regardless of the distance between the UAV and the GCS. The distance between UAV and GCS can be transmitted and received using simple radio devices (RF 2.4 GHz, 915 MHz, 433 MHz), which is limited to around 2 km. If the UAV can be managed simultaneously by improving the operating environment of the UAV using a Long-Term Evolution (LTE) communication network, it can make greater effects by converging with the existing industries. In this study, we performed the maximum straight-line distance 6.1 km, the test area 2.2 ㎢, and the total flight distance 41.75 km based on GCS through LTE communication. In addition, we analyzed the possibility of disconnected communication through the base station of LTE communication.

• Journal of Korean Society for Geospatial Information Science
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• v.23 no.2
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• pp.97-104
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• 2015

Due to the introduction of various IT devices, including the recently smartphones and the widespread use of the car navigation system to the location-based information service space has been increased. Spatial information users have been requiring higher levels of quality. In this paper, we study how to build accurate three-dimensional space information by integrating MMS(Moblie Mapping System) survey and airborne survey data. Thus, to analyze the tendency of deviation between the MMS survey and airborne survey data observed in the experimental region, the deviation tendency of the data, it was confirmed that was not consistent. Deviation correction model to select how to change the georeferencing information directly contained in the GPS/INS processing results for the determination, classifies the standard is a method for acquiring the correction reference point coordinates using the calibration model, and analyzed their advantages and disadvantages. With the information of the reference point obtained by airborne photograph of a project, using the method of correcting the MMS survey data. Not only clear the deviation existing between the MMS survey data, it was possible to confirm that the deviation exists between the airborne survey data and MMS survey data was also almost erased.

• Journal of the Institute of Convergence Signal Processing
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• v.4 no.4
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• pp.15-22
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• 2003

A film scanner is one of the input devices for ac acquiring high resolution and high qualify of digital images from the existing optical film. Recently the demand of film scanners have risen for experts of image printing and editing fields. However, due to the nonlinear characteristic of light source and sensor, colors of the original film image do not correspond to the colors of the scanned image. Therefore color correction for the scanned digital image is essential in film scanner. In this paper, neural network method is applied for the color correction to CIE L/sup *//a/sup *//b/sup */ color model data converted from RGB color model data. Also a film scanner hardware with 12 bit color resolution for each R, G, B and 2400 dpi is implemented by using the TMS320C32 DSP chip and high resolution line sensor. An experimental result shows that the average color correction rate is 79.8%, which is an improvement of 43.5% than our previous method, polygonal regression method.

• Applied Biological Chemistry
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• v.41 no.2
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• pp.160-165
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• 1998

Current discriminating technique of rice variety is known to be not objective till this time because of depending on naked eye of well trained inspector. DNA finger print method based on genetic character of rice has been indicated inappropriate for on-site application, because the method need much labor and skilled expert. The purpose of this study was to develops the identification technique of polished rice varieties using CCD camera images. To minimize the noise of the captured image, thresholding and median filtering were carried out, and edge was extracted from the image data. Image data after pretreatment of normalize and FFT(fast fourier transform) were used for library model and feedforward backpropagation neural network model. Image processing technique using CCD camera could discriminate the variety of rice with high accuracy in case of quite different rice of shape, but the accuracy was reached at 85% in the similar shape of rice.

• International Commerce and Information Review
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• v.1 no.1
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• pp.157-178
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• 1999

UNCITRAL에서 제정한 "UNCITRAL 전자상거래 모델법"과 우리나라의 "전자상거래 기본법(안)"을 참조하여 전자적 의사표시에 의한 계약성립상의 법적인 문제들을 검토하였다. 청약의 경우나 승낙의 경우 모두 전자적 의사표시 방식에 의하여 상대방에게 특정 정보를 보내는 송신(발신)시점과 이러한 정보를 상대방이 취득하는 수신(도달)시점과의 구분을 어떻게 정의할 것인가 하는 문제가 대두된다. 이와 관련하여 본고에서는 컴퓨터에 의한 계약성립상의 송신시점과 도달시점에 관하여 정리하였다. 작성자와 수신자간에 다른 별도의 약정이 없는 한, 전자적 의사표시의 송신시점은 송신된 전자적 의사표시가 작성자 또는 작성자를 대리하여 데이터 메시지를 발신한 대리인의 지배를 벗어나 어떤 정보시스템에 들어간 때가 된다. 여기에서 어떤 정보시스템이란 첫째로 당사자간의 컴퓨터가 컴퓨터망을 통해 직접 연결된 경우에는 상대방의 컴퓨터가 될 것이고, 둘째로 당사자들의 컴퓨터가 특정 전자사서함에 연결되어 그곳을 통해 전달하고 수령하는 경우에는 그 전자사서함이 될 것이다. 한편 전자적 의사표시가 인간에 의한 자연적 의사표시와 동일시될 수 있는가 하는 문체와 관련하여 본고에서는 이를 통일하게 약정함으로써 전자적 의사표시는 기존의 법률사실의 범주에 포함되는 것으로 파악하였다. 그리하여 우리나라 민법에서 자연적 의사표시와 관련된 내용들을 규정하고 있는 조항들을 토대로 연구하였다. 다만 컴퓨터의 기능을 인간의 구체적으로 완성된 의사를 단순히 표시하거나 전달하는 수준 이상으로 컴퓨터 이용자의 의사영역에 개입하는 것으로 파악함으로써, 컴퓨터를 이용한 전자적 의사표시의 전달과정에서 발생될 수 있는 특별한 문제들을 함께 검토하였다. 즉 그 대표적인 예로써 표의자의 착오에 의한 의사표시 중에서 입력된 자료에 하자가 있는 경우라든지, 정보처리장치의 이용에 하자가 있는 경우라든지, 정보처리장치나 프로그램 자체에 하자가 있는 경우라든지, 네트워크에 하자가 있는 경우 등과 같은 컴퓨터라는 수단을 이용한 의사전달과정에서 발생될 수 있는 법적인 문제들을 검토하였다.

• Journal of the Korea Institute of Information and Communication Engineering
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• v.20 no.11
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• pp.2137-2142
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• 2016

The electrical current generated by heart creates not only electric potential but also a magnetic field. In this study, the signals obtained magnetocardiogram(MCG) using 61 channel superconducting quantum interference device(SQUID) system, and the clinical significance of various feature parameters has been developed MCG. Neural network algorithm was used to perform the classification of ischemic heart disease. The MCG signal was obtained to facilitate the extraction of parameters through a process of pre-processing. The data used to research the normal group 10 and ischemic heart disease group 10 with visible signs of stable angina patients. The available clinical indicators were extracted by characteristic point, characteristic interval parameter, and amplitude ratio parameter. The extracted parameters are determined to analysis the significance and clinical parameters were defined. It is possible to classify ischemic heart disease using the MCG feature parameters as a neural network input.

• Proceedings of the Korea Water Resources Association Conference
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• 2019.05a
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• pp.250-250
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• 2019

현재 우리나라에서 이용하고 있는 소류사량 직접계측방법에는 Arnhem 소류사 채취기와 Helley-Smith 소류사 채취기 등이 있다. 하지만 이러한 방법은 현장에서 계측하기가 매우 어렵고 많은 비용과 인력, 시간이 소모되며 특히 연속적인 계측이 어려워 소류사량의 직접계측자료를 기초로 하는 연구는 거의 전무한 상태이다. 이에 대한 대안으로 최근 국내외에서는 마이크로폰을 내장한 금속관에 토사가 충돌 시 발생하는 음향데이터를 수집 및 분석하여 소류사량을 계측하는 간접계측방법 하이드로폰을 사용하고 있다. 하이드로폰 시스템의 대부분이 증폭채널방법을 사용하고 있는데 이러한 방법은 개별입자에 대한 음향특성을 반영하기에는 다양한 크기를 가지는 소류사 입자에 대한 음향신호를 하나의 임계치 기준으로 필터링 하기 때문에 한계가 있다. 즉 기존의 방법은 소류사량의 상대적인 크기만 추정할 수 있을 뿐 소류사량을 정량화할 수 없다. 따라서 본 연구는 소류사가 이동할 때 발생하는 충돌음향을 신호 처리하여 소류사량을 추정하는 계측기기인 하이드로폰을 이용하여 기존 소류사량의 계측 방법을 개선하기 위한 실험적 연구를 수행하였다. 실험은 하이드로폰을 적용한 수리모형 실험 장치를 구축하고 현장에서 취득한 시료 중 대표시료로 분류된 두 가지 입자에 대해서 수리 조건 변화에 따른 충돌음향을 계측 및 분석하였다. 연구결과 입자크기 및 수리조건 변화에 따른 하이드로폰의 인지특성을 파악할 수 있었고 소류사 충돌음과 연관성 높은 주파수 대역을 분리하여 소류사 충돌음을 판독할 수 있는 계측알고리즘을 제시하였다. 특히 본 연구에서 제안하는 하이드로폰 충돌음향 분석법 B-P Method는 낮은 유속과 작은 입경의 소류사의 조건일 때 타 방법에 비해 제안된 B-P Method가 높은 판독률을 보여주었다.