• 제목/요약/키워드: complex adaptive system

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Advanced controller design for AUV based on adaptive dynamic programming

  • Chen, Tim;Khurram, Safiullahand;Zoungrana, Joelli;Pandey, Lallit;Chen, J.C.Y.
    • Advances in Computational Design
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    • 제5권3호
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    • pp.233-260
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    • 2020
  • The main purpose to introduce model based controller in proposed control technique is to provide better and fast learning of the floating dynamics by means of fuzzy logic controller and also cancelling effect of nonlinear terms of the system. An iterative adaptive dynamic programming algorithm is proposed to deal with the optimal trajectory-tracking control problems for autonomous underwater vehicle (AUV). The optimal tracking control problem is converted into an optimal regulation problem by system transformation. Then the optimal regulation problem is solved by the policy iteration adaptive dynamic programming algorithm. Finally, simulation example is given to show the performance of the iterative adaptive dynamic programming algorithm.

수중 음향 채널에서 적응형 OFDM의 성능 분석 (Performance analysis of an adaptive OFDM over an underwater acoustic channel)

  • 임요웅;강희훈
    • 한국전자통신학회논문지
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    • 제5권5호
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    • pp.509-515
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    • 2010
  • 최근 심해 해난 구조 통신, 해저 탐사와 환경오염에 대한 모니터링과 같은 서비스에서 수중 음향 채널을 통한 데이터의 전송은 고속이 요구되고 있다. 수중 음향 채널은 매우 복잡하고 지속적인 시변 특성을 가지므로 기존의 무선 통신 기술들은 좋은 성능을 나타내지 못한다. 이러한 수중 음향 채널에서 고속 전송을 제공하고 열악한 환경에 대해서 신뢰성이 있고 강건한 통신 서비스를 제공하기 위해서 본 논문에서는 적응형 OFDM 시스템의 성능을 분석한다. 이를 통해서, 음성 통신 서비스를 기준으로 수중 음향 채널에서 적절한 적응 알고리즘의 적응 스위칭을 위한 임계값을 제시한다.

Adaptive Reconstruction of Multi-periodic Harmonic Time Series with Only Negative Errors: Simulation Study

  • Lee, Sang-Hoon
    • 대한원격탐사학회지
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    • 제26권6호
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    • pp.721-730
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    • 2010
  • In satellite remote sensing, irregular temporal sampling is a common feature of geophysical and biological process on the earth's surface. Lee (2008) proposed a feed-back system using a harmonic model of single period to adaptively reconstruct observation image series contaminated by noises resulted from mechanical problems or environmental conditions. However, the simple sinusoidal model of single period may not be appropriate for temporal physical processes of land surface. A complex model of multiple periods would be more proper to represent inter-annual and inner-annual variations of surface parameters. This study extended to use a multi-periodic harmonic model, which is expressed as the sum of a series of sine waves, for the adaptive system. For the system assessment, simulation data were generated from a model of negative errors, based on the fact that the observation is mainly suppressed by bad weather. The experimental results of this simulation study show the potentiality of the proposed system for real-time monitoring on the image series observed by imperfect sensing technology from the environment which are frequently influenced by bad weather.

Adaptive fluid-structure interaction simulation of large-scale complex liquid containment with two-phase flow

  • Park, Sung-Woo;Cho, Jin-Rae
    • Structural Engineering and Mechanics
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    • 제41권4호
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    • pp.559-573
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    • 2012
  • An adaptive modeling and simulation technique is introduced for the effective and reliable fluid-structure interaction analysis using MSC/Dytran for large-scale complex pressurized liquid containment. The proposed method is composed of a series of the global rigid sloshing analysis and the locally detailed fluid-structure analysis. The critical time at which the system exhibits the severe liquid sloshing response is sought through the former analysis, while the fluid-structure interaction in the local region of interest at the critical time is analyzed by the latter analysis. Differing from the global coarse model, the local fine model considers not only the complex geometry and flexibility of structure but the effect of internal pressure. The locally detailed FSI problem is solved in terms of multi-material volume fractions and the flow and pressure fields obtained by the global analysis at the critical time are specified as the initial conditions. An in-house program for mapping the global analysis results onto the fine-scale local FSI model is developed. The validity and effectiveness of the proposed method are verified through an illustrative numerical experiment.

Performance Evaluation of the Complex-Coefficient Adaptive Equalizer Using the Hilbert Transform

  • Park, Kyu-Chil;Yoon, Jong Rak
    • Journal of information and communication convergence engineering
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    • 제14권2호
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    • pp.78-83
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    • 2016
  • In underwater acoustic communication, the transmitted signals are severely influenced by the reflections from both the sea surface and the sea bottom. As very large reflection signals from these boundaries cause an inter-symbol interference (ISI) effect, the communication quality worsens. A channel estimation-based equalizer is usually adopted to compensate for the reflected signals under the acoustic communication channel. In this study, a feed-forward equalizer (FFE) with the least mean squares (LMS) algorithm was applied to a quadrature phase-shift keying (QPSK) transmission system. Two different types of equalizers were adopted in the QPSK system, namely a real-coefficient equalizer and a complex-coefficient equalizer. The performance of the complex-coefficient equalizer was better than that of two real-coefficient equalizers. Therefore, a Hilbert transform was applied to the real-coefficient binary phase-shift keying (BPSK) system to obtain a complex-coefficient BPSK system. Consequently, we obtained better results than those of a real-coefficient equalizer.

Klebsiella aerogenes ATCC 10031의 카드뮴 해독기작 (Cadmium Detoxification Mechanism in Klebsiella aerogenes ATCC 10031)

  • 이기성;유순애;곽인영;박영식;최영길
    • 미생물학회지
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    • 제28권2호
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    • pp.134-144
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    • 1990
  • In order to examine that what kind of system correlated with cadmium detoxification mechanism in Klebsiella aerogenes ATCC 10031, we tried to investigate the effect of phosphate upon the detoxification and also elucidate whether the cadmium phosphate and/or polymeric Cd-Pi complex is formed actually in cell or not. As the results, it was shown that growing pattern had long lag adaptive phase of 12 hr to 24 hr, at the concentrations of 0.02 mM and 0.08 mM cadmium, respectively. Cadmium was accumulated more highly in the fraction of cell wall and membrane than in those of cytoplasm. In case of phosphate starving cells added cadmium, inorganic polyphosphate system was primarily correlated with Cd-detoxification during the lag phase for the accommodation to cadmium, on the other hand, Cd:Sulfide complex system secondarily correlated it during the stationary phase. These results implied that polyphosphate system and Cd:sulfide complex system, these two systems were operated compensatively each other. Considering the results obsdrved with EM and examined tha changes of sulfide and polyphosphate amount, it was reflected that Cd:S complex was located at the cell surface. In the results of $in-vivo^{31}$P NMR spectra in the cells with cadmium pressure, several phosphate signals arose newly from the polyphosphate region with moving chemical shift of it. This phinomenon strongly implied the actual existence of Dd:Pi comples and /or Cd:poly-P complex in the cell and also the cellular compartmentalization of cadmium detoxifying mechanism.

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Research on Low-energy Adaptive Clustering Hierarchy Protocol based on Multi-objective Coupling Algorithm

  • Li, Wuzhao;Wang, Yechuang;Sun, Youqiang;Mao, Jie
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제14권4호
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    • pp.1437-1459
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    • 2020
  • Wireless Sensor Networks (WSN) is a distributed Sensor network whose terminals are sensors that can sense and check the environment. Sensors are typically battery-powered and deployed in where the batteries are difficult to replace. Therefore, maximize the consumption of node energy and extend the network's life cycle are the problems that must to face. Low-energy adaptive clustering hierarchy (LEACH) protocol is an adaptive clustering topology algorithm, which can make the nodes in the network consume energy in a relatively balanced way and prolong the network lifetime. In this paper, the novel multi-objective LEACH protocol is proposed, in order to solve the proposed protocol, we design a multi-objective coupling algorithm based on bat algorithm (BA), glowworm swarm optimization algorithm (GSO) and bacterial foraging optimization algorithm (BFO). The advantages of BA, GSO and BFO are inherited in the multi-objective coupling algorithm (MBGF), which is tested on ZDT and SCH benchmarks, the results are shown the MBGF is superior. Then the multi-objective coupling algorithm is applied in the multi-objective LEACH protocol, experimental results show that the multi-objective LEACH protocol can greatly reduce the energy consumption of the node and prolong the network life cycle.

복소수 판정궤환 필터를 이용한 8-VSB 신호의 채널등화 (Equalization of 8-VSB Signals using Complex-Valued Decision Feedback Filter)

  • 정원주
    • 대한전기학회논문지:시스템및제어부문D
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    • 제55권7호
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    • pp.332-334
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    • 2006
  • In this paper, we present an equalization scheme for 8-VSB signals for the ATSC DTV system. We propose a complex feedback filter and complex feedback sample generator for DFE to equalize 8-VSB signals in order to efficiently remove multipath distortions causing leakages from the qudrature component. We show that the proposed structure outperforms the conventional DFE used for the digital VSB which uses a real-valued feedback filter with real-valued decisions.

PMSM의 정밀 Robust 위치 제어 및 적응형 외란 관측기 적용 연구 (Experimental Results of Adaptive Load Torque Observer and Robust Precision Position Control of PMSM)

  • 고종선;윤성구
    • 대한전기학회논문지:시스템및제어부문D
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    • 제49권3호
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    • pp.117-123
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    • 2000
  • A new control method for precision robust position control of a PMSM (Permanent Magnet Synchronous Motor) using asymptotically stable adaptive load torque observer is presented in the paper. Precision position control is obtained for the PMSM system approximately linearized using the field-orientation method. Recently, many of these drive systems use the PMSM to avoid backlashes. However, the disadvantages of the motor are high cost and complex control because of nonlinear characteristics. Also, the load torque disturbance directly affects the motor shaft. The application of the load torque observer is published in [1] using fixed gain. However, the motor flux linkage is not exactly known for a load torque observer. There is the problem of uncertainty to obtain very high precision position control. Therefore, a model reference adaptive observer is considered to overcome the problem of unknown parameter and torque disturbance in this paper. The system stability analysis is carried out using Lyapunov stability theorem. As a result, asymptotically stable observer gain can be obtained without affecting the overall system response. The load disturbance detected by the asymptotically stable adaptive observer is compensated by feedforwarding the equivalent current which gives fast response. The experimental results are presented in the paper using DSP TMS320c31.

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자가 적응 모듈의 성능 개선과 오류 탐지를 위한 코드 자동 생성 기법 (An Automated Code Generation for Both Improving Performance and Detecting Error in Self-Adaptive Modules)

  • 이준훈;박정민;이은석
    • 한국정보과학회논문지:소프트웨어및응용
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    • 제35권9호
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    • pp.538-546
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    • 2008
  • 오늘날 복잡해져 가는 컴퓨팅 환경에서 시스템에 발생하는 다양한 문제를 시스템 관리자가 직접 처리하는 것은 한계가 있다. 이 한계를 해결하기 위해서 시스템 스스로 상황을 인식하여 적절한 대응하는 능력을 갖는 것이 중요한 이슈가 되고 있다. 그러나 자가 적응 시스템을 생성하기 위해서는 많은 경험과 지식이 필요하다. 따라서 자가 적응 시스템 구축의 어려움이 문제가 되고 있다. 본 논문에서는 그러한 자가 적응 시스템의 구축을 용이하게 하기 위하여 자가 적응 시스템의 코드를 자동 생성하는 기법을 제안한다. 본 자가 적응 시스템은 기존 관련 연구에서 문제가 된 시스템의 리소스 과다 사용을 통한 비효율성과 바이러스와 같은 외부 요인에 의한 부정확한 동작에 대한 문제를 부분적으로 해결한다. 본 논문에서는 평가를 위하여 비디오 회의 시스템에서 사용하는 파일 전송 모듈에 제안 방법론을 적용하였다. 개발자가 추가로 작성한 코드의 길이, 개발자가 만든 클래스의 수, 개발 시간을 제안 방법론 적용 전과 후를 비교하여 그 유효성을 확인하였다.