• Title/Summary/Keyword: group network

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Continuous Digit Recognition Using the Weight Initialization and LR Parser

  • Choi, Ki-Hoon;Lee, Seong-Kwon;Kim, Soon-Hyob
    • The Journal of the Acoustical Society of Korea
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    • v.15 no.2E
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    • pp.14-23
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    • 1996
  • This paper is a on the neural network to recognize the phonemes, the weight initialization to reduce learning speed, and LR parser for continuous speech recognition. The neural network spots the phonemes in continuous speech and LR parser parses the output of neural network. The whole phonemes recognized in neural network are divided into several groups which are grouped by the similarity of phonemes, and then each group consists of neural network. Each group of neural network to recognize the phonemes consisits of that recognize the phonemes of their own group and VGNN(Verify Group Neural Network) which judges whether the inputs are their own group or not. The weights of neural network are not initialized with random values but initialized from learning data to reduce learning speed. The LR parsing method applied to this paper is not a method which traces a unique path, but one which traces several possible paths because the output of neural network is not accurate. The parser processes the continuous speech frame by frame as accumulating the output of neural network through several possible paths. If this accumulated path-value drops below the threshold value, this path is deleted in possible parsing paths. This paper applies the continuous speech recognition system to the threshold value, this path is deleted in possible parsing paths. This paper applies the continuous speech recognition system to the continuous Korea digits recognition. The recognition rate of isolated digits is 97% in speaker dependent, and 75% in speaker dependent. The recognition rate of continuous digits is 74% in spaker dependent.

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AHP and Group Decision Making for Access Network Selection in Heterogeneous Wireless Networks (이기종 무선 네트워크에서 접근 네트워크 선택을 위한 AHP와 그룹 결정 방법)

  • Kim, Nam-Sun
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.38A no.10
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    • pp.858-864
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    • 2013
  • In the 4G wireless environment, one of the important issues is to discover and select an access network suited for users. In this thesis, we propose a new network selection mechanism using group decision making and evaluate the effect of network selection schemes for vertical handover in heterogeneous wireless networks. We consider the group of users with similar QoS requirements search for the available access network simultaneously and a service area consist of multiple access networks with various characteristics. We divide the access networks with similar characteristics split into a group. Between each group, the one group is selected and within that group, the best access networks will be assigned according to priority order by network selection algorithm. We evaluate and compare the performance of three representative MADM schemes: GRA, SAW and TOPSIS. The MATLAB simulation results indicate the proposed algorithm can make a more effective choice according to the networks' characteristics and user's preference.

Design of Group Management Network Service Module on MMS in Mini-MAP Environment (Mini MAP 환경에서 MMS 상의 군 관리 네트워크 서비스 모듈 설계)

  • 김정호;이상범
    • Journal of the Korean Institute of Telematics and Electronics B
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    • v.30B no.4
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    • pp.21-26
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    • 1993
  • Network systems are of fundamental importance in programmable device in industrial automation, as they essential in order to active group management of integration and coordination. In this papers,MMS implemented on the basis ISO specification for industrial environment. In the MMS-MAP, MMS is situated in the application layer and on the datalink layer. This implemented software was operated with network interface unit which was designed in group objects and service primitives for group management network model system. This function of designed module showed possibility of operation through group state diagram transition in the Mini-MAP environment.

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PnP Supporting Middleware Framework for Network Based Humanoid (네트워크 기반 휴머노이드에서의 PnP가 가능한 미들웨어 프레임워크)

  • Lee, Ho-Dong;Kim, Dong-Won;Kim, Joo-Hyung;Park, Gwi-Tae
    • The Journal of Korea Robotics Society
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    • v.3 no.3
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    • pp.255-261
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    • 2008
  • This paper describes a network framework that support network based humanoid. The framework utilizes middleware such as CORBA (ACE/TAO) that provides PnP capability for network based humanoid. The network framework transfers data gathered from a network based humanoid to a processing group that is distributed on a network. The data types are video stream, audio stream and control data. Also, the network framework transfers service data produced by the processing group to the network based humanoid. By using this network framework, the network based humanoid can provide high quality of intelligent services to user.

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Current status of VLBI test observations for the Korean VLBI Network at 22/43GHz

  • Lee, Sang-Sung;Oh, Chung-Sik;Sohn, Bong-Won;Byun, Do-Young;Cho, Jae-Sang;Oh, Jung-Hwan;Jung, Tae-Hyun;Kim, Kee-Tae;Miyazaki, Atsushi;Sawada-Satoh, Satoko;Kobayashi, Hideyuki
    • The Bulletin of The Korean Astronomical Society
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    • v.35 no.2
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    • pp.59.1-59.1
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    • 2010
  • We have carried out VLBI test observations of the Korean VLBI Network (KVN) at 22/43-GHz in collaboration with Japanese VLBI Exploration of Radio Astrometry (VERA). In order to evaluate the VLBI system of KVN, we have observed several sources using KVN+VERA. They consist of Active Galactic Nuclei (AGNs), which are expected to be compact and to have very well-known structures at spatial resolutions of 50-250 Mega-wavelengths, and Galactic star-forming regions and late-type stars, which have bright H2O and SiO maser emission regions. We have investigated baseline and imaging sensitivities of KVN+VERA. In this talk we report the preliminary results.

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The Issue-network: A Study of New User Research Method in the Context of a Car Navigation Design (이슈 네트워크를 활용한 사용자 조사 방법론: 자동차 내비게이션 디자인을 중심으로)

  • Kim, Dongwhan;Lee, Dongmin;Ha, Seyong;Lee, Joonhwan
    • Journal of Korea Multimedia Society
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    • v.22 no.4
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    • pp.502-514
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    • 2019
  • Existing user research methods are subject to a variety of research conditions such as the amount and variety of data collected and the expertise of the facilitator of a group research session. In this study, we propose a new user research methodology using an 'Issue-Network' system, which is developed based on the theory and methods of social network analysis. The Issue-Network is designed to define problem spaces from the issues raised by users in a group research session in a form of an interactive network graph. The system helps to break out of ordinary perspectives of looking into problem spaces by enabling an alternative and more creative way to connect issues in the network. In this study, we took a case study of generating the Issue-Network on behalf of the problems raised by users in various driving-related situations. We were able to draw three navigation usage scenarios that cover relatively important problem spaces: safety and being ready for the unexpected, smart navigation and notifications, making use of the spare time. In the future, the Issue-Network system is expected to be used as a tool to identify problems and derive solutions in group research sessions involving a large number of users.

A Proposal of Shuffle Graph Convolutional Network for Skeleton-based Action Recognition

  • Jang, Sungjun;Bae, Han Byeol;Lee, HeanSung;Lee, Sangyoun
    • The Journal of Korea Institute of Information, Electronics, and Communication Technology
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    • v.14 no.4
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    • pp.314-322
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    • 2021
  • Skeleton-based action recognition has attracted considerable attention in human action recognition. Recent methods for skeleton-based action recognition employ spatiotemporal graph convolutional networks (GCNs) and have remarkable performance. However, most of them have heavy computational complexity for robust action recognition. To solve this problem, we propose a shuffle graph convolutional network (SGCN) which is a lightweight graph convolutional network using pointwise group convolution rather than pointwise convolution to reduce computational cost. Our SGCN is composed of spatial and temporal GCN. The spatial shuffle GCN contains pointwise group convolution and part shuffle module which enhances local and global information between correlated joints. In addition, the temporal shuffle GCN contains depthwise convolution to maintain a large receptive field. Our model achieves comparable performance with lowest computational cost and exceeds the performance of baseline at 0.3% and 1.2% on NTU RGB+D and NTU RGB+D 120 datasets, respectively.

A Study on Simulation and Performance Evaluation of Group Communication over Mobile Wimax (시뮬레이션에 의한 모바일 와이맥스 네트워크에서 그룹단위 통신의 성능평가에 관한 연구)

  • Oh, Moon-Kyoon;Kim, Jae-Myong;Yoo, Dae-Seung;Kim, Dae-Young;Thinh, Vu Manh;Ro, Soong-Hwan
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.35 no.6B
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    • pp.921-929
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    • 2010
  • Group communication that involves the setup of a list of users has been a topic of interest in mobile industry. Push to Talk over Cellular (PoC), a group communication service for cellular phone network, is a type of half duplex communications that allows a single person to reach an active talk group without making several calls, but a single button press. Based on this service, we build a new protocol called Push to Talk over Mobile Wimax that uses group communication service in 802.16e network. Also, weper formed simulation to verify and evaluate performance of the designed service in Mobile Wimax network. From the results of performance evaluation, network administrators can evaluate the stability of network and make a better of network's shortcoming and have decision to build the robust network.

Cluster Group Multicast by Weighted Clustering Algorithm in Mobile Ad-hoc Networks (이동 에드-혹 네트워크에서 조합 가중치 클러스터링 알고리즘에 의한 클러스터 그룹 멀티캐스트)

  • 박양재;이정현
    • Journal of the Institute of Electronics Engineers of Korea CI
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    • v.41 no.3
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    • pp.37-45
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    • 2004
  • In this paper we propose Clustered Group Multicast by Clustering Algorithm in Wireless Mobile Ad-hoc Network. The proposed scheme applies to Weighted Cluster Algorithm Ad-hoc network is a collection of wireless mobile hosts forming a temporary network without the aid of any centralized administration or reliable support services such as wired network and base station. In ad hoc network muting protocol because of limited bandwidth and high mobility robust, simple and energy consume minimal. WCGM method uses a base structure founded on combination weighted value and applies combination weight value to cluster header keeping data transmission by seeped flooding, which is the advantage of the exiting FGMP method. Because this method has safe and reliable data transmission, it shows the effect to decrease both overhead to preserve transmission structure and overhead for data transmission.

Design of Error Correction Encoder for High-Speed PLC Systems (초고속 전력선 통신을 위한 오류정정 부호화기 설계)

  • Choi, Sung-Soo;Park, Hae-Soo;Lee, Jae-Jo;Lee, Won-Tae;Kim, Kwan-Ho
    • Proceedings of the KIEE Conference
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    • 2003.07d
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    • pp.2702-2704
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    • 2003
  • 본 논문은 전력선통신시스템 (Power Line Communications)을 위한 초고속 오류정정 부호화기 회로에 관한 설계방법론과 회로의 동작속도, 회로복잡성과 레이턴시에 직접적으로 기여하는 핵심 GF (Galois Field) 연산기들의 역할 및 이들의 설계결과에 관해 설명한다. 특히, 이러한 설계방법에 충실한 오류정정 부호화기회로는 입출력 병렬구조의 세미-시스톨릭 (Semi-systolic) 아키텍처를 갖는 고속의 내부 핵심 GF 연산기회로들을 채택함으로써 고속 연산을 가능토록 한다. 최적화된 GF곱셈연산기를 기반으로 설계되어진 리드-솔로몬 (Reed-Solomon) 오류정정 부호화기는 전력선 채널상에서 데이터를 전송 시 발생되는 연집오류들을 효과적으로 복원하도록 하는 대표적인 부호화기로 이미 존재하는 다른 회로들에 비해 동작속도, 회로의 복잡성, 및 레이턴시 측면에서 그 성능이 월등히 뛰어나므로, 실제 초고속 전력선 통신시스템의 설계 및 구현 시 효과적으로 이용될 수 있다.

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