• Title/Summary/Keyword: adaptive simulation

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A Self-organized Network Topology Configuration in Underwater Sensor Networks (수중센서 네트워크에서 자기 조직화 기법을 이용한 네트워크 토폴로지 구성법)

  • Kim, Kyung-Taek;Cho, Ho-Shin
    • The Journal of the Acoustical Society of Korea
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    • v.31 no.8
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    • pp.542-550
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    • 2012
  • In this paper, an adaptive scheme for network topology configuration is proposed to save the overall energy consumption in underwater acoustic sensor network. The proposed scheme employs a self-organized networking methodology where network topology is locally optimized by exchanging the energy-related information between neighboring nodes such as the remaining energy of each node, in a way that the network life time can be augmented without any centralized control function. Computer simulation is used to evaluate the proposed scheme comparing with LEACH in terms of the number of alive nodes after a given time, the deviation of individual nodes' residual energy and the energy consumption at the initialization and coordination stages.

Real-Time face detection using the Skin color and Haar-like feature (피부색과 Haar-like feature를 이용한 실시간 얼굴검출)

  • Jeong, Joong-Gyo;Park, Sang-Sung;Jang, Dong-Sik
    • Journal of the Korea Society of Computer and Information
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    • v.10 no.4 s.36
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    • pp.113-121
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    • 2005
  • Face detection in real-time video constitutes one of the major trend in face recognition. In this paper, we propose a face detection algorithm using the skin color and Haar-like feature in real-time video. The proposed algorithm is followed by three sequences; First, moving objects are detected by difference-method in YCbCr coordinates, and then by using Haar-like features, face candidate regions of the moving objects is selected. Finally we extract the most possible face candidates by comparing the pixel values of face candidates with the skin color. In order to prevent a mistake. we use similar features or skin color to detect a face by selecting a adaptive ROI and improve the processing speed in real-time video. The computer simulation shows the validity of the proposed method that the processing speed is improved by 30% than previous works and the detection success rate is 96.8%.

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LSU Message Count Controlled Link State Update Algorithm in QoS Routin (LSU 메시지 수를 제어 가능한 QoS 라우팅 링크 상태 갱신 알고리즘)

  • Cho, Kang-Hong;Kim, Nam-Hoon
    • Journal of the Korea Society of Computer and Information
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    • v.17 no.6
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    • pp.75-81
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    • 2012
  • This paper has proposed Message Count Control Mechanism based Link State Update(LSU) Algorithm that has not had a strong influence on the depreciation of QoS routing performance. Most existing LSU algorithms have the limit that cannot control the count of LSU message. Especially, adaptive algorithms have a bad performance when traffic are excessive and fickle. We classify as the importance of LSU message that have a influence on available bandwidth and determine the transmission of the message according to update rate per a unit of time. We have evaluated the performance of the proposed model and the existing algorithms on MCI simulation network using the performance metric as the QoS routing blocking rate and the mean update rate per link, it thus appears that we have verified the performance of this algorithm.

Cross-Layer Optimized Resource Allocation Scheme for OFDMA based Micro Base Stations (OFDMA 기반 마이크로 기지국을 위한 계층간 최적화된 자원할당 기법)

  • Cho, Sung-Hyun
    • Journal of the Korea Society of Computer and Information
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    • v.15 no.6
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    • pp.49-56
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    • 2010
  • In this paper, a joint PHY-MAC layer optimized resource allocation scheme for OFDMA based micro base stations is investigated. We propose cross-layer optimized two-stage resource allocation scheme including cross-layer functional description and control information flow between PHY-MAC layers. The proposed two-stage resource allocation scheme consists of a user grouping stage and a resource allocation stage. In the user grouping stage, users are divided into a macro base station user group and a micro base station user group based on the PHY-MAC layer characteristics of each user. In the resource allocation stage, a scheduling scheme and an allotment of resources are determined. In the proposed scheme, diversity and adaptive modulation and coding (AMC) schemes are exploited as schedulers. Simulation results demonstrate that the proposed scheme increases the average cell throughput about 40~80 % compared to the conventional system without micro base stations.

The Adaptive Transmit Power Control Scheme of Mobile Host for Reduce Power Consumption in IEEE 802.11 Network (IEEE 802.11 네트워크에서 전력량 소모 감소를 위한 이동 호스트의 가변적인 송신 출력 제어 방법)

  • Cho, Sung-Il;Kim, Dong-Hoi
    • Journal of Digital Contents Society
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    • v.18 no.2
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    • pp.365-371
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    • 2017
  • IEEE 802.11 Wireless Local Area Network (WLAN) adopts Power Saving Mode(PSM) to save the power. Unlike existing PSM, this paper proposes a new scheme for the power saving of the Mobile Host(MH) when a MH performs the data transmission after the competition-based DCF(Distributed Coordination Function) and competition free-based PCF(Point Coordination Function). In this paper, The proposed scheme estimates the distance between the MH with the authority of data transmission and the Access Point(AP) and then adaptively controls the power of the MH considering the distance. Through the simulation result, we find that the proposed scheme consumes the smaller transmission power and has the similar success rate of packet transmission when it is compared to the existing scheme which uses the same power without the consideration of the distance.

A Hybrid Error Generation Algorithm Using Confidence Intervals on Signal Constellation (신호 성상도 상의 신뢰구간을 활용한 하이브리드 오차 발생 알고리즘)

  • Oh, Kil Nam
    • Journal of the Institute of Electronics and Information Engineers
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    • v.51 no.11
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    • pp.19-25
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    • 2014
  • For effective updating a blind equalizer, we propose the adaptive algorithm having faster convergence speed required for initial equalization and satisfying low error level required in steady-state while having a gradual and reversible switching characteristics between initial stage and steady-state. The proposed method presents three criteria to distinguish the state of equalized signal, according to the criteria, differently updates the equalizer by using the hybrid error generation algorithm generating one of the three errors. Wherein as the criteria to determine the state of the equalized signal the confidence intervals on the signal constellation are used, an error is generated alternatively according to the confidence interval where equalizer output lies, and the equalizer is updated by, we got convergence quickly and to lower error level. In order to verify the usefulness of the proposed idea, simulation results were compared to the performance of conventional methods.

A Simple AMC Technique using ARQ for a MIMO-OFDM System based on IEEE 802.11a WLANs (IEEE 802.11a WLAN 기반 MIMO-OFDM 시스템에서 ARQ를 이용한 간단한 적응변조 기법)

  • 유승연;김경연;이충용;홍대식;박현철
    • Journal of the Institute of Electronics Engineers of Korea TC
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    • v.41 no.7
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    • pp.1-8
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    • 2004
  • A simple AMC (Adaptive Modulation and Coding) technique using ARQ (Automatic Repeat Request) for a MIMO (Multiple Input Multiple Output) system is proposed which does not require the additional feedback. In addition, the proposed AMC technique is different from the conventional technique in the aspect of considering the MCS (Modulation and Coding Scheme) level from the previous packet. The proposed technique can discard fewer amounts of unsuitable packets than the conventional technique. In the proposed system not only same rate control method for transmit antennas but also individual rate control method can be applied. The performance of the proposed technique is verified under a MIMO-OFDM (Orthogonal Frequency Division Multiplexing) system based on WLAN (Wireless Local Area Network), IEEE 802.11a. The results of the computer simulation show that a MIMO system with the proposed technique achieves higher throughput than one with a fixed transmission rate.

A Study on Three-Dimensional Image Modeling and Visualization of Three-Dimensional Medical Image (삼차원 영상 모델링 및 삼차원 의료영상의 가시화에 관한 연구)

  • Lee, Kun;Gwun, Oubong
    • Journal of the Korea Computer Graphics Society
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    • v.3 no.2
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    • pp.27-34
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    • 1997
  • 3-D image modeling is in high demand for automated visual inspection and non-destructive testing. It also can be useful in biomedical research, medical therapy, surgery planning, and simulation of critical surgery (i.e. cranio-facial). Image processing and image analysis are used to enhance and classify medical volumetric data. Analyzing medical volumetric data is very difficult In this paper, we propose a new image modeling method based on tetrahedrization to improve the visualization of three-dimensional medical volumetric data. In this method, the trivariate piecewise linear interpolation is applied through the constructed tetrahedral domain. Also, visualization methods including iso-surface, color contouring, and slicing are discussed. This method can be useful to the correct and speedy analysis of medical volumetric data, because it doesn't have the ambiguity problem of Marching Cubes algorithm and achieves the data reduction. We expect to compensate the degradation of an accuracy by using an adaptive sub-division of tetrahedrization based on least squares fitting.

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A Temporal Error Concealment Algorithm with Adaptive Block Size in the H.264/AVC Standard (H.264에서의 시방향(時方向) 에러은닉 기법)

  • Kim, Dong-Hyung;Jeong, Je-Chang
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.30 no.2C
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    • pp.49-58
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    • 2005
  • For the improvement of coding efficiency, the H.264 standard uses new coding tools. Using these coding tools, H.264 has achieved significant improvements from rate-distortion point of view. The adoption of these tools enables a macroblock in H.264 to have more information, sixteen motion vectors, four reference frames and a macroblock mode. In this paper, we present an efficient temporal error concealment algorithm by using not only motion vectors and reference frames but also macroblock mode of neighbor macroblocks. Our algorithm conceals the macroblock error with variable sizes, $16{\times}16,\;16{\times}8,\;8{\times}16,\;8{\times}8$ depending on the macroblock modes of neighbor macroblocks. Simulation results show that the proposed method increase the objective quality regardless of bit-rate and block error rate.

Load Balancing Scheme in Heterogeneous Multiple AS Environment based on IMS Network (IMS 네트워크 기반 이종 다중 AS 환경에서의 부하 분산 기법)

  • Yoo, Yung-Jun;Cho, Yoon-Sang;Song, Min-Do;Kim, Moo-Hyun
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.36 no.3A
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    • pp.250-258
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    • 2011
  • In this paper we propose a load balancing scheme for heterogeneous multiple AS's (Application Server) in IMS (IP Multimedia Subsystem) based network. In IMS network, to perform load balancing among multiple ASs with different registration pattern, different weight value should be set for each AS. In previous systems, there exists an inconvenience that the weight value should be set manually by the operator after monitoring the result. In this paper we propose a method to calculate optimal weight in automatic manner and to perform load balancing simultaneously. We also propose a simplified algorithm to reduce calculation in specific situation and present a way to apply our proposed scheme in adaptive manner according to the situation. Through simulation result, we verify that our proposing scheme outperforms previous schemes in load balancing and adjusts well to the change of the system in automatic manner with fast convergence.