• The Journal of the Convergence on Culture Technology
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• v.9 no.6
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• pp.1065-1071
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• 2023

In this paper discuss with research developing an LSTM model for classifying the behavior of occupants within a residence. The multi-sensor consists of an IAQ (Indoor Air Quality) sensor that measures indoor air quality, a UWB radar that tracks occupancy detection and location, and a Piezo sensor to measure occupants' biometric information, and collects occupant behavior data such as going out, staying, cooking, cleaning, exercise, and sleep by constructed an experimental environment similar to the actual residential environment. After the data with removed outliers and missing, the LSTM model is used to calculate accuracy, sensitivity, specificity of the occupant behavior classification model, T1 score.

• The Sea:JOURNAL OF THE KOREAN SOCIETY OF OCEANOGRAPHY
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• v.4 no.4
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• pp.390-399
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• 1999

Siliceous and calcareous deep-sea core sediments were collected by a multiple corer from the KODOS (Korea Deep Ocean Study) area, northeast equatorial Pacific, to compare vane shear strengths measured by two different apparatuses and in different places of on-board and on-land laboratories. The apparatuses were 1) a hand-held vane with four blades of $2.0{\times}2.0$ cm, and 2) a motorized shear vane system with four blades of $1.0{\times}0.88$ attached on a rotational viscometer. Depth profiles of shear strengths of core samples determined by the apparatuses do not show any consistent difference. Also, there is no consistent difference between shear strength values measured on-board and on-land laboratories after storing the core samples for three months in a cold room by a motorized shear vane system. However, there are considerable differences between depth profiles of shear strengths measured at four different points (holes) of a core sample. Moreover, significant differences among the profiles of different tube samples from a multiple corer within a sampling station were observed. Heterogeneity in physical properties of each depth and sediment column, possibly due to bioturbation and bottom current flows, is likely responsible for the differences in the geotechnical properties.

• The Journal of the Acoustical Society of Korea
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• v.20 no.1
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• pp.56-61
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• 2001

This paper presents the real-time implementation of an AMR (Adaptive Multi Rate) vocoder which is included in the asynchronous International Mobile Telecommunication (IMT)-2000 mobile ASIC. The implemented AMR vocoder is a multi-rate coder with 8 modes operating at bit rates from 12.2kbps down to 4.75kbps. Not only the encoder and the decoder as basic functions of the vocoder are implemented, but VAD (Voice Activity Detection), SCR (Source Controlled Rate) operation and frame structuring blocks for the system interface are also implemented in this vocoder. The DSP for AMR vocoder implementation is a 16bit fixed-point DSP which is based on the TeakLite core and consists of memory block, serial interface block, register files for the parallel interface with CPU, and interrupt control logic. Through the implementation, we reduce the maximum operating complexity to 24MIPS by efficiently managing the memory structure. The AMR vocoder is verified throughout all the test vectors provided by 3GPP, and stable operation in the real-time testing board is also proved.

• Journal of Convergence for Information Technology
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• v.9 no.7
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• pp.33-40
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• 2019

As aerospace industry has been activated recently, it is required to commercialize composite analysis software. Until now, commercial software has been mainly used for analyzing composites, but it has been difficult to use due to high price and limited functions. In order to solve this problem, automatic analysis software for both in-plane and corner radius strength, which are all made on-line and generalized, has recently been developed. However, these have the disadvantage that they can not be analyzed simultaneously with multiple failure criteria. In this paper, we propose a method to greatly improve the processing speed while simultaneously handling the analysis of multiple failure criteria using a parallel processing platform that only works with a GPU equipped with a CUDA core. We have obtained satisfactory results when the analysis speed is experimented on the vast structure data.

• KIPS Transactions on Software and Data Engineering
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• v.10 no.11
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• pp.535-540
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• 2021

Multi-document refers to a document consisting of various topics, not a single topic, and a typical example is online reviews. There have been several attempts to summarize online reviews because of their vast amounts of information. However, collective summarization of reviews through existing summary models creates a problem of losing the various topics that make up the reviews. Therefore, in this paper, we present method to summarize the review with minimal loss of the topic. The proposed method classify reviews through processes such as preprocessing, importance evaluation, embedding substitution using BERT, and embedding clustering. Furthermore, the classified sentences generate the final summary using the trained Transformer summary model. The performance evaluation of the proposed model was compared by evaluating the existing summary model, seq2seq model, and the cosine similarity with the ROUGE score, and performed a high performance summary compared to the existing summary model.

• IEMEK Journal of Embedded Systems and Applications
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• v.10 no.4
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• pp.233-239
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• 2015

This paper describes a method that is integrated trace for real-time virtualization environment. This method has solved the problem that the performance trace may not be able to analyze integrated method between heterogeneous operating systems which is consists of real-time operating systems and general-purpose operating system. In order to solve this problem, we have attempted to reuse the performance analysis function in general-purpose operating system, thereby real-time operating systems can be analyzed along with general-operating system. Furthermore, we have implemented a prototype based on ARM Cortex-A15 dual-core processor. By using this integrated trace method, real-time system developers can be improved productivity and reliability of results on real-time virtualization environment.

• 한국HCI학회:학술대회논문집
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• 2009.02a
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• pp.2066-2067
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• 2009

1차년도에는 햅틱 시나리오의 비주얼 쓰레드로서의 환경을 구축하여 햅틱 렌더링과 그래픽 렌더링의 연동을 위한 연구를 수행하였고 햅틱 장비로부터 오는 다양한 데이터 처리를 위한 데이터 로딩 기법을 연구하고 이를 멀티 코어 CPU를 이용하여 단일 조명상에서 광선 추적하는 알고리즘을 개발하였다. 당해연도에는 1Khz 의 속도를 가진 햅틱 렌더링과의 불연속성을 해결하기 위하여 GPU를 이용한 보다 빠른 고품질의 광선 추적 알고리즘을 개발하고자 한다. 이를 위하여 NVIDIA의 범용 솔루션인 CUDA를 통해 병렬 처리를 통해 실시간으로 다중 광원을 가진 Dynamic한 장면을 갱신할 수 있도록 한다. 또한 심장, 폐, 간과 같은 반투명한 재질을 가진 신체 장기 표현을 위해 각 재질에 맞는 양방향의 표면 내부 산란 분포함수를 간략화하여 차후 년도의 연구에 반영한다.

• Journal of the Korea Academia-Industrial cooperation Society
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• v.9 no.1
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• pp.87-92
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• 2008

This study presents the design methods that will enable high speed communication companies to establish high efficiency optical communication network at a low cost. This study compares and analyzes CWDM and DWDM technology that transmit multiple optical signals through an optic core, and describes compensation of deteriorated optical signal, which occurs in long distance data transmission, through the stabilization of TX/RX terminal to enable long distance data transmission. CWDM based line access multiplexer increases concentration efficiency by eight times by providing 4:1 concentration subscriber network.

• Proceedings of the Korea Information Processing Society Conference
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• 2000.10b
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• pp.1537-1540
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• 2000

MPLS 는 ATM 과 같은 기존의 레이어 2 계층의 스위칭 기술을 사용하여 IP와 같은 레이어 3 계층기능을 효과적으로 제공하기 위해서 제안되었다. 이러한 MPLS가 코어라우터에 적용될 때 확장성을 제공하기 위한 필수적인 방안으로 VC merging 기능이 요구된다. VC merging 기능은 수신된 ATM 셀들을 VCC 별로 AAL5 프레임 단위로 다중화하고 동일한 목적지를 갖는 ATM 셀에 대해서 동일한 VPI/VCI 값을 갖도록 ATM 셀을 생성한다. 본 논문에서는 최대 1Gbps 데이터를 처리하는 SAR 소자를 사용하여 VC merging 장치를 구현하였다. 그리고 이를 MPLS 망에 적용시키기 위해서 VCC 연결 설정에 제한성을 갖는 SAR 소자에도 적용 가능한 연결 설정 및 해제 절차를 제공하였다.

• Proceedings of the Korea Information Processing Society Conference
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• 2014.04a
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• pp.115-118
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• 2014

트랜잭셔널 메모리는 다중 코어 시스템에서 lock 을 대체할 메모리 동기화 기법으로 소개되었다. 트랜잭셔널 메모리를 사용하는 시스템에서 같은 주소의 메모리에 동시에 접근하여 충돌이 일어난 트랜잭션은 충돌해결정책에 의해 유효화 될지 버려질지 선택된다. 기존의 트랜잭셔널 메모리는 고정된 충돌해결정책을 사용하여, 상황에 따라 가장 유리한 트랜잭션을 선택 해주지 못하는 한계가 있었다. 본 논문에서는 상황에 따라 여러 정책 중 유리한 충돌해결정책을 판단하여 적용시키는 방법을 제안한다. STAMP 벤치마크를 통한 시뮬레이션 결과, 제안하는 방법은 기존에 사용되는 Timestamp, Karma 충돌해결정책 대비 평균 22% 높은 성능 향상을 보였다.