• Title/Summary/Keyword: Adaptive Mechanism

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Centralized Kalman Filter with Adaptive Measurement Fusion: its Application to a GPS/SDINS Integration System with an Additional Sensor

  • Lee, Tae-Gyoo
    • International Journal of Control, Automation, and Systems
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    • v.1 no.4
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    • pp.444-452
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    • 2003
  • An integration system with multi-measurement sets can be realized via combined application of a centralized and federated Kalman filter. It is difficult for the centralized Kalman filter to remove a failed sensor in comparison with the federated Kalman filter. All varieties of Kalman filters monitor innovation sequence (residual) for detection and isolation of a failed sensor. The innovation sequence, which is selected as an indicator of real time estimation error plays an important role in adaptive mechanism design. In this study, the centralized Kalman filter with adaptive measurement fusion is introduced by means of innovation sequence. The objectives of adaptive measurement fusion are automatic isolation and recovery of some sensor failures as well as inherent monitoring capability. The proposed adaptive filter is applied to the GPS/SDINS integration system with an additional sensor. Simulation studies attest that the proposed adaptive scheme is effective for isolation and recovery of immediate sensor failures.

A Mechanism of Adaptive Switching between Wireless Communication Interfaces (복수 무선통신 인터페이스 간의 적응적 전환 기법)

  • You, Eun-Ji;Park, Kyung-Min;Lee, Seung-Won;Choi, Hoon
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.37C no.10
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    • pp.915-924
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    • 2012
  • Though a mobile device is equipped with a number of wireless communication interfaces in general such as Zigbee, Bluetooth, Wi-Fi, 3G, it uses only one interface for a specific service. In this paper, we propose a mechanism of adaptive switching between wireless communication interfaces in order to efficiently use various communication interfaces. Depending on the application service and the characteristics of wireless communication interface, mobile devices select an appropriate wireless communication interface and may switch to another interface during the service. As a result, power consumption can be reduced and the utilization of communication interface can be improved by using this mechanism.

A study on robust adaptive controller for processes with variable time-delays (시변 지연 시간을 갖는 프로세스의 로버스트 적응제어기에 관한 연구)

  • 강문식;전종암;이상배
    • 제어로봇시스템학회:학술대회논문집
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    • 1987.10b
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    • pp.185-189
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    • 1987
  • The controller with robustness described in this paper is designed for processes with variable time-delays. This adaptive mechanism includes servo and stabilizing compensators. In the proposed multivariable controller. knowledge of the system time-delay is not required.

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Geometric Modeling and Trajectory Control Design for an Excavator Mechanism (굴삭기 작업장치부의 기하학적 동역학 모델링 및 궤적 제어에 관한 연구)

  • Kim, S.H.;Yoo, S.J.;Lee, K.I.
    • Transactions of The Korea Fluid Power Systems Society
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    • v.4 no.2
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    • pp.1-6
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    • 2007
  • During the last few decades, excavation automation has been investigated to protect the operator from the hazardous working environment and to relieve the cost of the skilled operator. Therefore, a number of modelling and controller design methods of the hydraulic excavator are proposed in many literatures to realize the excavation automation. In this article, a geometric approach far the multi-body system modeling is adopted to develop the excavator mechanism model that contains 4 kinematic loops and 12 links. Considering a simple soil mechanism model with a number of uncertain soil parameters, an adaptive trajectory tracking control strategy based on the developed excavator model is proposed. The improved performance of the designed controller over the simple PID controller is validated via the simulation study.

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An Adaptive Online Pricing Mechanism for Congestion Control in QoS sensitive Multimedia Networks (멀티미디어 네트워크의 트래픽 혼잡 제어를 위한 적응적 온라인 가격결정기법에 대한 연구)

  • Kim Sung-Wook;Kim Sung-Chun
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.31 no.8B
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    • pp.764-768
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    • 2006
  • Over the years, the widespread proliferation of multimedia services has necessitated the development for an efficient network management. In this paper, we investigate the role of adaptive online pricing mechanism in order to manage effectively the network congestion problem. Our on-line approach is dynamic and flexible that responds to current network conditions. With a simulation study, we demonstrate that our proposed scheme enhances network performance and system efficiency simultaneously under widely diverse traffic load intensities.

A Simulation Study for Resolving Communication Failure in IPSec Tunnel Mode with Adaptive PMTU Discovery Mechanism (적응적 PMTU 발견 메커니즘을 통한 IPSec 터널 모드에서의 통신 불능 현상 해소에 관한 시뮬레이션 연구)

  • 김은성;안성진;정진욱;이도훈;윤재우
    • Journal of the Korea Society for Simulation
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    • v.11 no.1
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    • pp.31-44
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    • 2002
  • VPN which cuts down on expense and assures security and reliance, has increased its market shares quickly because the requirement of enterprise on security has increased. But Fragmentation may raise communication failure when VPN has been implemented using IPSec. In our paper, we have given careful consideration to various reasons Preventing us from communicating stable and have presented the existing solutions about them. Also we hate provided adaptive PMTU discovery mechanism to improve: the solutions. We have proven a prowess of this mechanism through simulation

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Service-Dependability-Case based Self-Adaptation in Service-Oriented Environment (서비스 지향 컴퓨팅 환경에서 서비스 안정성 케이스 기반 자가 적응 방법)

  • Jung, Changhee;Lee, Seok-Won
    • Journal of KIISE
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    • v.42 no.11
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    • pp.1339-1348
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    • 2015
  • In a distributed system environment based on a service-oriented architecture, separate systems collaborate to achieve the goals of the entire system by using services provided other systems. A service quality violation from using one service can cause runtime system failure in the environment. The existing self-adaptation methods follow fault tolerance mechanism that responds to a failure after a service quality violation. In other words, these methods are limited to responsive action. Therefore, a service-dependability-case based self-adaptation mechanism is necessary to preserve the dependability of the self-adaptive system. This paper demonstrates that the service-dependability-case based self-adaptation mechanism is better than QoS(quality of service)-based self-adaptation with fault tolerance to preserve the dependability of the self-adaptive system. Additionally, this paper suggests a method to present and analyze service dependability by using GSN(Goal Structuring Notation) which is the existing modeling method for the presentation of assurance cases, an action mechanism adapted using an analysis result of service-dependability-cases, a methods of leveraging the service-dependability-case based self-adaptation mechanism by following the service's life cycle, and the framework architecture including the major components and the interactions between the components in the control loop of the self-adaptation process.

Adaptive Power Saving Mechanism of Low Power Wake-up Receivers against Battery Draining Attack (배터리 소모 공격에 대응하는 저전력 웨이크업 리시버의 적응형 파워 세이빙 메커니즘)

  • So-Yeon Kim;Seong-Won Yoon;Il-Gu Lee
    • Journal of the Korea Institute of Information Security & Cryptology
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    • v.34 no.3
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    • pp.393-401
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    • 2024
  • Recently, the Internet of Things (IoT) has been widely used in industries and daily life that directly affect human safety, life, and assets. However, IoT devices, which need to meet low-cost, lightweight, and low-power requirements, face a significant problem of shortened battery lifetime due to battery draining attacks and interference. To solve this problem, the 802.11ba standard for the Wake-up Receiver (WuR) has emerged, this feature is playing a crucial role in minimizing energy consumption. However, the WuR protocol did not consider security mechanisms in order to reduce latency and overhead. Therefore, in this study, anAdaptive Power Saving Mechanism (APSM) is proposed for low-power WuR to counter battery draining attacks. APSM can minimize abnormally occurring power consumption by exponentially increasing power-saving time in environments prone to attacks. According to experimental results, the proposed APSM improved energy consumption efficiency by a minimum of 13.77% compared to the traditional Legacy Power Saving Mechanism (LPSM) when attack traffic ratio is 10% or more of the total traffic.

An Adaptive FEC Mechanism Using Crosslayer Approach to Enhance Quality of Video Transmission over 802.11 WLANs

  • Han, Long-Zhe;Park, Sung-Jun;Kang, Seung-Seok;In, Hoh-Peter
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.4 no.3
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    • pp.341-357
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    • 2010
  • Forward Error Correction (FEC) techniques have been adopted to overcome packet losses and to improve the quality of video delivery. The efficiency of the FEC has been significantly compromised, however, due to the characteristics of the wireless channel such as burst packet loss, channel fluctuation and lack of Quality of Service (QoS) support. We propose herein an Adaptive Cross-layer FEC mechanism (ACFEC) to enhance the quality of video streaming over 802.11 WLANs. Under the conventional approaches, FEC functions are implemented on the application layer, and required feedback information to calculate redundancy rates. Our proposed ACFEC mechanism, however, leverages the functionalities of different network layers. The Automatic Repeat reQuest (ARQ) function on the Media Access Control (MAC) layer can detect packet losses. Through cooperation with the User Datagram Protocol (UDP), the redundancy rates are adaptively controlled based on the packet loss information. The experiment results demonstrate that the ACFEC mechanism is able to adaptively adjust and control the redundancy rates and, thereby, to overcome both of temporary and persistent channel fluctuations. Consequently, the proposed mechanism, under various network conditions, performs better in recovery than the conventional methods, while generating a much less volume of redundant traffic.

A Surface Adaptive Moving Mechanism for Wind Turbine Blade Maintenance Robot (풍력발전기 유지보수로봇을 위한 표면 적응 이동 시스템)

  • Kim, Byunggon;Park, Sora;Jun, Minsoek;Jun, Kyungtae;Hong, Daehie
    • Journal of the Korean Society for Precision Engineering
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    • v.30 no.9
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    • pp.969-975
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    • 2013
  • As energy shortage is getting more serious, wind energy source is more promoted around the world. Blade is a key component of wind turbine. Local breakages and/or contamination in the blade bring degradation in aerodynamic efficiency and life-time. However, it is not easy and even dangerous for human workers to access the blade for inspection and maintenance since its size is huge and located at high mountains and rough sea, which are windy places. This paper deals with a novel moving mechanism that efficiently carries human workers or robots to the wind turbine blade. The proposed mechanism utilizes flexible tube with pressurized air that rolls and climbs over the blade surface. So, the tube naturally adapts the changing surface of the blade and acts no harm to it. This paper discusses about its concept, detail design, and advantages. The feasibility of the proposed mechanism is proved through experiments prototype.