• KSII Transactions on Internet and Information Systems (TIIS)
• /
• 제12권8호
• /
• pp.3856-3872
• /
• 2018

HTTP-based adaptive streaming (HAS) has recently been widely deployed on the Internet. In the HAS system, a video content is encoded at multiple bitrates and the encoded video content is segmented into small parts of fixed durations. The HAS client requests a video segment and stores it in the playout buffer. The rate adaptation algorithm employed in HAS clients dynamically determines the video bitrate depending on the time-varying bandwidth. Many studies have shown that an efficient rate adaptation algorithm is critical to ensuring quality-of-experience in HAS systems. However, existing algorithms have problems estimating the network bandwidth because bandwidth estimation is performed on the client-side application stack. Without the help of transport layer protocols, it is difficult to achieve accurate bandwidth estimation due to the inherent segment-based transmission of the HAS. In this paper, we propose an alternative approach that utilizes the playout buffer occupancy rather than using bandwidth estimates obtained from the application layer. We start with a queueing analysis of the playout buffer. Then, we present a buffer-aware rate adaptation algorithm that is solely based on the mean buffer occupancy. Our simulation results show that compared to conventional algorithms, the proposed algorithm achieves very smooth video quality while delivering a similar average video bitrate.

• 한국간호교육학회지
• /
• 제27권3호
• /
• pp.240-250
• /
• 2021

Purpose: The aim of this study is to analyze the research trends of articles on just graduated Korean nurses during the past 10 years for exploring strategies for clinical adaptation. Methods: The topics of new graduate nurses were extracted from 110 articles that have been published in Korean journals between January 2010 and July 2020. Abstracts were retrieved from 4 databases (DBpia, RISS, KISS and Google scholar). Keywords were extracted from the abstracts and cleaned using semantic morphemes. Network analysis and topic modeling were performed using the NetMiner program. Results: The core keywords included 'education', 'training', 'program', 'skill', 'care', 'performance', and 'satisfaction'. In recent articles on new graduate nurses, three major topics were extracted by Latent Dirichlet Allocation (LDA) techniques: 'turnover', 'adaptation', 'education'. Conclusion: Previous articles focused on exploring the factors related to the adaptation and turnover intentions of new graduate nurses. It is necessary to conduct further research focused on various interventions at the individual, task, and organizational levels to improve the retention of new graduate nurses.

• 방송공학회논문지
• /
• 제16권3호
• /
• pp.520-529
• /
• 2011

본 논문에서는 SVC(Scalable Video Coding) 및 MVC(Multiview Video Coding) 등의 다계층(miulti-layer) 비디오의 효율적인 적응 HTTP 스트리밍을 위한 MPEG-2 TS(Transport Stream) 헤더의 확장을 제안한다. 먼저 TS로 다중화한 SVC/MVC를 HTTP를 통하여 스트리밍할 경우 계층별 적응 스트리밍을 지원하기 위한 기존 TS의 한계점을 분석하고, TS 헤더의 확장을 통하여 TS 레벨에서 효율적인 적응을 제공하는 시그널링(signaling) 기법을 제시한다. 본 논문의 헤더 확장은 TS의 적응 헤더(adaptation header)의 사적 데이터 필드(private data field)를 이용하여 스케일러빌리티 및 뷰 정보를 기술함으로써 TS와의 호환성을 유지하면서 TS 레벨에서의 다양한 스케일러블 계층 단위로 적응(adaptation)을 가능하게 한다. 제안한 기법과 기존의 PID(packet ID)를 사용한 방법에 대하여 적응의 유연성 및 복잡도 등을 비교 분석한다. 또한 제안한 기법의 TS 오버헤드 증가를 분석하고 이를 최소화하기 위한 헤더 확장 기법을 제안한다.

• 한국환경복원기술학회지
• /
• 제13권5호
• /
• pp.154-171
• /
• 2010

This study was performed to show criteria of a National Ecological Network (NEN) for South Korea and it was a part of a study of ecological network for broad areas on national land showed by Ministry of Environment of Korea. After 1970s, many european countries presented methods and criteria not on individual protected area but on networking among many habitats. The PEEN (Pan European Ecological Network) and NATURA 2000 are results of those. In South Korea, concepts and mapping metheods of ecological network was studied but those were not applied to the whole national land because the equality and local specialities were not reflected. So, in this study, we presented the criteria composed of forest, river, wildlife and coastal evaluation items in conservation ecology and showed the mapping method which can applied to the national land. After the evaluation on land area which composed of forest, river and wildlife axis. Core areas were $30,616km^2$, buffer zone were $21,870km^2$ and each accounted for 31% and 22% of the national land. Except for Taebaeck-Gangwon region, whole region's core areas were accounted for 20~30% of it and buffer zone were accounted for 20~25% of it, so these can be applied to the national land with equality and local specialities. Forest axis and river axis were clearly linear and connected, but the wildlife axis was dispersed in point form. Therefore, to apply the NEN, a detailed habitat map is important and the interconnected implementation of forest, river, wildlife, and coastal axis is required.

• 대한전기학회논문지
• /
• 제39권12호
• /
• pp.1306-1316
• /
• 1990

A controller using a multilayer neural network is proposed to the dynamic control of a PUMA 560 robot arm. This controller is developed based on an error back-propagation (BP) neural network. Since the neural network can model an arbitrary nonlinear mapping, it is used as a commanded feedforward torque generator. A Proportional Derivative (PD) feedback controller is used in parallel with the feedforward neural network to train the system. The neural network was trained by the current state of the manipulator as well as the PD feedback error torque. No a priori knowledge on system dynamics is needed and this information is rather implicitly stored in the interconnection weights of the neural network. In another experiment, the neural network was trained with the current, past and future positions only without any use of velocity sensors. Form this thim window of position values, BP network implicitly filters out the velocity and acceleration components for each joint. Computer simulation demonstrates such powerful characteristics of the neurocontroller as adaptation to changing environments, robustness to sensor noise, and continuous performance improvement with self-learning.

• 한국정보통신설비학회:학술대회논문집
• /
• 한국정보통신설비학회 2007년도 학술대회
• /
• pp.273-278
• /
• 2007

In the next generation wireless mobile network, various methods are studied to offer interworking and mobility between various radio networks. To offer these harmoniously, network adaptation methods based on IP is generalized, and specifications of host-based mobility method with Mobile IPv4 and Mobile IPv6 to offer IP's mobility are defined in IETF specially. However, it is insufficient to satisfy quality of service that should be offered in wireless mobile network environment. Alternatively studies about Network-Based Mobility of Proxy Mobile IPv4, Proxy Mobile IPv6 etc. are preceded. This paper presents optimum plan that can offer mobility in the next generation radio transfer communication network by comparing and analyzing IP mobility methods divided by Host-based Mobility and Network-based Mobility.

• 산업기술연구
• /
• 제27권A호
• /
• pp.131-139
• /
• 2007

The recent advance in wireless network technologies has enabled the streaming media service on the mobile devices such as PDAs and cellular phones. Since the wireless network has low bandwidth channels and mobile devices are actually composed of limited hardware specifications, the transcoding technology is needed to adapt streaming media to given mobile devices. Futhermore owing to the diversity of bandwidth in the wireless network by reason of mobile users' movements and environments, it is difficult to provide stable QoS. In this paper, the autonomic multimedia transcoding system is proposed in order for users to provide network adaptive QoS. Our proposed system is based on the estimation of available bandwidth in wireless network for seamless multimedia streaming service. The proposed system is designed and implemented for various mobile clients. In experiments, we evaluate its seamless multimedia streaming and the adaptation transcoding bit rate according to the changes of bandwidth in wireless network.

• 한국통신학회논문지
• /
• 제36권10A호
• /
• pp.839-846
• /
• 2011

링크 적응 기법은 변하는 채널 조건에 맞는 최적의 MCS 레벨을 선택한다. 무선 LAN 시스템을 위한 다양한 링크 적응 알고리즘이 제안되었으나 802.11n과 같은 최근의 시스템에서 최적의 성능을 보장하지는 않는다. 본 논문에서는 수신 SNR과 전송 결과에 따라 얻어지는 오프셋 값을 이용한 새로운 링크 적응 알고리즘을 제안한다. 802.11n 시스템에서 모의실험을 하여 제안된 알고리즘과 잘 알려져 있는 ARF 및 일반적인 SNR기반 알고리즘과 그 성능을 비교해본다. 제안된 알고리즘은 PER에 제한이 있는 경우 시변채널에서 더 좋은 성능을 보인다.

• 한국정보통신학회논문지
• /
• 제23권1호
• /
• pp.33-38
• /
• 2019

본 논문에서는 효과적으로 VPI 환자 음성을 인식하기 위해 DNN-HMM 하이브리드 구조의 음성 인식 시스템을 구축하고 기존의 GMM-HMM 기반의 음성 인식 시스템과의 성능을 비교한다. 정상인의 깨끗한 음성 데이터베이스를 이용하여 초기 모델을 학습하고 정상인의 VPI 모의 음성을 이용하여 VPI 환자 음성에 대한 화자 인식을 위한 기본 모델을 생성한다. VPI 환자의 화자 적응 시에는 DNN의 각 층 별 가중치 행렬을 부분적으로 학습하여 성능을 관찰한 결과 GMM-HMM 인식기보다 높은 성능을 나타냈다. 성능 향상을 위해 DNN 모델 적응을 적용하고 LIN 기반의 DNN 모델 적용 결과 평균 2.35%의 인식률 향상을 나타냈다. 또한 소량의 데이터를 사용했을 때 GMM-HMM 기반 음성인식 기법에 비해 DNN-HMM 기반 음성 인식 기법이 향상된 VPI 음성 인식 성능을 보인다.

• 전자공학회논문지CI
• /
• 제42권3호
• /
• pp.17-28
• /
• 2005

최근 컴퓨터 게임에서 지능 캐릭터는 게이머들의 흥미를 계속 유발시킬 수 있기 때문에 더욱 더 중요한 요소로 부각되고 있다. 지능 캐릭터를 구현하는 대표적인 방법으로 신경망을 사용하여 상대 캐릭터의 행동패턴과 게임 규칙을 학습하는 방법이 연구되었다. 그러나 게임의 규칙은 갑자기 변경될 수 있으며 온라인 게임과 같은 상황에서는 게이머에 따라서 행동 특성이 크게 다를 수 있다. 본 논문에서는 지능 캐릭터가 이러한 환경의 변화에 적응하는 방법으로서 개체 수준 적응 알고리즘과 개체군 수준 적응 알고리즘을 제안한다. 개체 수준 적응 알고리즘에서 각 지능 캐릭터는 자신의 게임 점수의 변화를 계속해서 관찰하면서, 최종적으로 획득한 점수들을 고려하여 환경의 변화를 판단하고, 만약 변화가 감지된 경우에는 다시 새로운 학습을 시작한다. 대용량 온라인 게임과 같이 다수의 사용자가 있는 게임에서는 지능 캐릭터들이 다양한 행동 패턴과 전략을 가지고 있는 여러 상대 캐릭터들과 대전한다. 개체군 수준 적응 알고리즘은 유전자 알고리즘을 이용하여 지능 캐릭터들의 출현을 조절하여 게임 월드내의 균형이 유지되도록 한다. 제안한 알고리즘의 성능을 평가하기 위하여 간단한 대전 액션 게임을 구현하고 그 환경 상에서 게임 규칙과 상대 캐릭터들의 행동 패턴을 변화시키면서 실험하였다. 실험 결과 지능 캐릭터는 제안한 기법을 이용하여 환경 변화에 적응할 수 있음을 보였다.