• Title/Summary/Keyword: communication networks

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Performance Comparison between Neural Network and Genetic Programming Using Gas Furnace Data

  • Bae, Hyeon;Jeon, Tae-Ryong;Kim, Sung-Shin
    • Journal of information and communication convergence engineering
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    • v.6 no.4
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    • pp.448-453
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    • 2008
  • This study describes design and development techniques of estimation models for process modeling. One case study is undertaken to design a model using standard gas furnace data. Neural networks (NN) and genetic programming (GP) are each employed to model the crucial relationships between input factors and output responses. In the case study, two models were generated by using 70% training data and evaluated by using 30% testing data for genetic programming and neural network modeling. The model performance was compared by using RMSE values, which were calculated based on the model outputs. The average RMSE for training and testing were 0.8925 (training) and 0.9951 (testing) for the NN model, and 0.707227 (training) and 0.673150 (testing) for the GP model, respectively. As concern the results, the NN model has a strong advantage in model training (using the all data for training), and the GP model appears to have an advantage in model testing (using the separated data for training and testing). The performance reproducibility of the GP model is good, so this approach appears suitable for modeling physical fabrication processes.

Wearable Personal Network Based on Fabric Serial Bus Using Electrically Conductive Yarn

  • Lee, Hyung-Sun;Park, Choong-Bum;Noh, Kyoung-Ju;SunWoo, John;Choi, Hoon;Cho, Il-Yeon
    • ETRI Journal
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    • v.32 no.5
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    • pp.713-721
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    • 2010
  • E-textile technology has earned a great deal of interest in many fields; however, existing wearable network protocols are not optimized for use with conductive yarn. In this paper, some of the basic properties of conductive textiles and requirements on wearable personal area networks (PANs) are reviewed. Then, we present a wearable personal network (WPN), which is a four-layered wearable PAN using bus topology. We have designed the WPN to be a lightweight protocol to work with a variety of microcontrollers. The profile layer is provided to make the application development process easy. The data link layer exchanges frames in a master-slave manner in either the reliable or best-effort mode. The lower part of the data link layer and the physical layer of WPN are made of a fabric serial-bus interface which is capable of measuring bus signal properties and adapting to medium variation. After a formal verification of operation and performances of WPN, we implemented WPN communication modules (WCMs) on small flexible printed circuit boards. In order to demonstrate the behavior of our WPN on a textile, we designed a WPN tutorial shirt prototype using implemented WCMs and conductive yarn.

Performance Evaluations of the Computer Networks for the Voice/Data Coexisted Network Design (음성/데이터 통합망 설계를 위한 이행 단계별 성능평가)

  • Eom, Ki-Bok;Yoe, Hyun
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.7 no.4
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    • pp.678-683
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    • 2003
  • This study presents a result of performance with the design of network topology for voice and data integration under computer network. This network is consisted of FastEthernet, other LANs and ATM WAN(wide area network), and performance evaluation of delay in a PBX+IP network, delay in a VoIP network and delay in a IP+ATM network will be shown. We use parameters including network bandwidth, number of packet, routing protocol(IGRP, OSPF). We simulate integrated of voice and data used PBX. we will study further about the case of integrated of voice and data environments using PBX. and, evaluate IP+ATM WAN average measured network delay and average delay of VoIP network.

MVNO Market Entry Status of fixed Network Operators and Regulations (유선사업자의 MVNO 진입 현황과 규제 방안)

  • 김병운;권수천
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2003.05a
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    • pp.57-61
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    • 2003
  • Many countries in the world introduced MVNO regulations to improve the competitiveness in mobile networks. Fixed operator in U.K. like British Telecom (BT) started MVNO business with Mobile Network Operator (O2) on October 1, 2002. For Korean fixed operator such as Dacom, Hanaro Telecom, Korea Telecom (KT), and Onse Telecom are focusing on MVNO market. Thus, this paper suggests possible regulation plans for mobile communication industry in Korea to enter the mobile market successfully.

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Enhanced EDCF Algorithm Supporting Fair Transmissions in IEEE 802.11 WLAN (IEEE 802.11e 무선 LAN에서 공평성 있는 전송을 지원하는 Enhanced EDCF 알고리즘)

  • Kim Seong-Cheol
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.8 no.8
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    • pp.1647-1653
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    • 2004
  • In a contention-based wireless LAN protocol, maximization of channel utilization and fair bandwidth allocations are main topics to deal with. But it is very difficult to achieve these two goals simultaneously. Many studies have been done to achieve these goals. In this paper we propose a control mechanism to support fair transmissions among traffic classes in IEEE 802.11e Wireless LAN. The proposed algorithm uses short-term and long-term transmission times of each traffic classes to control their $CW_{min}$ for fairness. The proposed algorithm don't need to know the exact number of nodes in the networks to support fairness as other studies do. Furthermore any modifications in AP and mobile hosts are not required.

Efficient Multicast Transmission Scheme in WiMedia D-MAC for Seamless N-Screen Services (Seamless N-스크린 서비스를 위한 WiMedia D-MAC에서의 효율적인 멀티캐스트 전송 기술)

  • Hur, Kyeong
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.19 no.4
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    • pp.813-818
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    • 2015
  • In this paper, WiMedia Distributed-MAC protocol is adopted for development of a seamless N-screen wireless service. Furthermore, to provide the OSMU (One Source Multi Use) N-screen service through P2P streaming in the seamless D-MAC protocol, a new Multicast-free DRP Availability IE is proposed and analyzed. In this Multicast-free DRP Availability IE, indicating Multicast DRP Owner and Receiver is required. The ACK frame transmissions are not required for Multicast transmissions in P2P N-screen services. Using this property, the Multicast-free DRP Availability IE scheme is proposed to expand the number of time slots available for unicast and multicast DRP reservations. Simulation results show that our Multicast scheme enhances performances in vewpoints of DRP reservation conflict and throughput.

Spreading Codes Based Multicast Feedback Scheme for Reliable Multicast Services (신뢰성 있는 멀티캐스트 서비스를 위한 스프레딩 코드 기반 피드백 기법)

  • Lee, Howon
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.19 no.4
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    • pp.787-793
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    • 2015
  • In order to support reliable medium access control (MAC) layer multicast services in Broadband Wireless Access (BWA) networks, we here propose spreading codes (Cumulative ACK (CA) code and ARQ Feedback Request (AFR) code) based reliable multicast feedback scheme. The status indications based on the automatic repeat request (ARQ) mechanism are needed in some multicast services. In accordance with various wireless channel environments, we demonstrate the performance excellency of our proposed scheme with respect to required uplink resources compared with the original feedback scheme based on unicast ARQ feedback messages. In addition, we analyze packet error rate (PER) against the various wireless channel environments.

Sparse Signal Recovery via Tree Search Matching Pursuit

  • Lee, Jaeseok;Choi, Jun Won;Shim, Byonghyo
    • Journal of Communications and Networks
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    • v.18 no.5
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    • pp.699-712
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    • 2016
  • Recently, greedy algorithm has received much attention as a cost-effective means to reconstruct the sparse signals from compressed measurements. Much of previous work has focused on the investigation of a single candidate to identify the support (index set of nonzero elements) of the sparse signals. Well-known drawback of the greedy approach is that the chosen candidate is often not the optimal solution due to the myopic decision in each iteration. In this paper, we propose a tree search based sparse signal recovery algorithm referred to as the tree search matching pursuit (TSMP). Two key ingredients of the proposed TSMP algorithm to control the computational complexity are the pre-selection to put a restriction on columns of the sensing matrix to be investigated and the tree pruning to eliminate unpromising paths from the search tree. In numerical simulations of Internet of Things (IoT) environments, it is shown that TSMP outperforms conventional schemes by a large margin.

Hierarchically Encoded Multimedia-data Management System for Over The Top Service (OTT 서비스를 위한 계층적 부호화 기반 멀티미디어 데이터 관리 시스템)

  • Lee, Taehoon;Jung, Kidong
    • Journal of KIISE
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    • v.42 no.6
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    • pp.723-733
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    • 2015
  • The OTT service that provides multimedia video has spread over the Internet for terminals with a variety of resolutions. The terminals are in communication via a networks such as 3G, LTE, VDSL, ADSL. The service of the network has been increased for a variety of terminals giving rise to the need for a new way of encoding multimedia is increasing. SVC is an encoding technique optimized for OTT services. We proposed an efficient multimedia management system for the SVC encoded multimedia data. The I/O trace was generated using a zipf distribution, and were comparatively evaluated for performance with the existing system.

Combination & Augmentation Strategies in the Treatment of Depressive Disorder (우울증 치료에 있어서 약물의 Combination과 Augmentation 전략)

  • Kim, Hyeong-Seob
    • Korean Journal of Biological Psychiatry
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    • v.7 no.2
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    • pp.131-139
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    • 2000
  • Even the pharmacotherapy is more effective than placebo for the treatment of depression, the outcome of pharmacoltherapy remains unsatisfactory for many patients. Apart from side effects, there are two major limitations of antidepressant therapy. One is the delayed onset of improvement and another is partial response. In order to address these clinical dilemmas, many psychiatrists more commonly employ add-on therapy. In past, the practice of using multiple drugs to enhance treatment response was called polypharamcy, and was disparaged as poor clinical practice. However, with improved understanding of how drugs affects the central nervous system and increased communication in journals and on computer networks about the relative merits of specific combinations, the scientific basis for the combining drugs is being defined. Indeed, the use of multiple medications as a stratege to enhance response has become both acceptable and widespread now a days. It is now referred to more positively as add-on therapy, co-medication, combination therapy, or drug augmentation. Thus, as the methods of practical strategies for treatment of depression, switching classes antidepressant drugs, combination therapy, augmentation strategies and brief treatment algorithm will be presented with items of considerations. However, when combination of drugs being tried, knowledges about the action of mechanism, pharamcokinetics, and pharmacodynamics are essential to cope with the possible adversive reactions and to get the appropriate responses for the treatment of depressive symptoms.

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