• 제목/요약/키워드: extended power iteration

검색결과 10건 처리시간 0.02초

Low Complexity Hybrid Precoding in Millimeter Wave Massive MIMO Systems

  • Cheng, Tongtong;He, Yigang;Wu, Yuting;Ning, Shuguang;Sui, Yongbo;Huang, Yuan
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제16권4호
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    • pp.1330-1350
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    • 2022
  • As a preprocessing operation of transmitter antennas, the hybrid precoding is restricted by the limited computing resources of the transmitter. Therefore, this paper proposes a novel hybrid precoding that guarantees the communication efficiency with low complexity and a fast computational speed. First, the analog and digital precoding matrix is derived from the maximum eigenvectors of the channel matrix in the sub-connected architecture to maximize the communication rate. Second, the extended power iteration (EPI) is utilized to obtain the maximum eigenvalues and their eigenvectors of the channel matrix, which reduces the computational complexity caused by the singular value decomposition (SVD). Third, the Aitken acceleration method is utilized to further improve the convergence rate of the EPI algorithm. Finally, the hybrid precoding based on the EPI method and the Aitken acceleration algorithm is evaluated in millimeter-wave (mmWave) massive multiple-input and multiple-output (MIMO) systems. The experimental results show that the proposed method can reduce the computational complexity with the high performance in mmWave massive MIMO systems. The method has the wide application prospect in future wireless communication systems.

MAXIMUM POWER ENTROPY METHOD FOR LOW CONTRAST IMAGES

  • CHAE JONG-CHUL;YUN HONG SIK
    • 천문학회지
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    • 제27권2호
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    • pp.191-201
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    • 1994
  • We propose to use the entropy of power spectra defined in the frequency domain for the deconvolution of extended images. Spatial correlations requisite for extended sources may be insured by increasing the role of power entropy because the power is just a representation of spatial correlations in the frequency domain. We have derived a semi-analytical solution which is found to severely reduce computing time compared with other iteration schemes. Even though the solution is very similar to the well-known Wiener filter, the regularizingng term in the new expression is so insensitive to the noise characteristics as to assure a stable solution. Applications have been made to the IRAS $60{\mu}m\;and\;100{\mu}m$ images of the dark cloud B34 and the optical CCD image of a solar active region containing a circular sunspot and a small pore.

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Effects of Misalignment of High Speed Flexible Coupling on the Fighter Aircraft Transmission Characteristics

  • Samikkanu, Nagesh;Basha, Abu Muhammed Junaid
    • International Journal of Fluid Machinery and Systems
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    • 제5권2호
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    • pp.91-99
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    • 2012
  • The Fighter aircraft transmission system consists of a light weight, High Speed Flexible Coupling (HSFC) known as Power Take-Off shaft (PTO) for connecting Engine gearbox (EGB) with Accessory Gear Box (AGB). The HSFC transmits the power through series of specially contoured metallic annular thin flexible plates whose planes are normal to the torque axis. The HSFC operates at high speed ranging from 10,000 to 18,000 rpm. The HSFC is also catered for accommodating larger lateral and axial misalignment resulting from differential thermal expansion of the aircraft engine and mounting arrangement. The contoured titanium alloy flexible plates are designed with a thin cross sectional profile to accommodate axial and parallel misalignment by the elastic material flexure. This paper investigates the effect of misalignment on the transmission characteristics of the HSFC couplings. A mathematical model for the HSFC coupling with misalignment has been developed for analyzing the torque transmission and force interaction characteristics. An extensive testing has been conducted for validating characteristics of the designed coupling under various misalignment conditions. With this the suitability of the model adapted for the design iteration of HSFC development is validated. This method will reduce the design iteration cycles of HSFC and can be extended for the similar development of flexible couplings.

열간압연중 압연하중 및 압연동력 예측 모델 (Evaluzation of Model equation Predicting Roll Force and Roll Power during Hot Rolling)

  • 곽우진;황상무
    • 한국소성가공학회:학술대회논문집
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    • 한국소성가공학회 1999년도 제3회 압연심포지엄 논문집 압연기술의 미래개척 (Exploitation of Future Rolling Technologies)
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    • pp.308-312
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    • 1999
  • Developed the model equations which calculate roll force, roll power during hot rolling in real time. The variables which mainly effect on the roll force, roll power are shape factor, reduction, roll diameter, roll velocity, strip inlet temperature, carbon content of strip and strip-roll contact friction coefficient. Among these variables roll diameter, roll velocity, inlet temperature, carbon content and friction coefficient can be excluded in interpolated model equation by introducing equation of die force(F'), power(p') of the frictionless uniform plane strain compression which can be calculated without iteration. At the case of coulomb friction coefficient of 0.3, we evaluated coefficient of polynomial equations of {{{{ { F} over {F' } }}}}, {{{{ { Pf} over {Pd }, { Pd} over {P' } }}}} from the result of finite element analysis using interpolation. It was found that the change of values of {{{{ { F} over {F' }, { P} over {P' } }}}} with the friction coefficient tend to straight line which slope depend only on shape factor. With these properties, developed model equations could be extended to other values of coulomb friction coefficient. To verify developed roll force, roll power model equation we compared the results from these model equation with the results from these model equation with the results from finite element analysis in factory process condition.

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해석적 비용함수와 최대원리리에 의한 양수운전을 포함하는 최적전원계획 (Optimal Generation Planning Including Pumped-Storage Plant Based on Analytic Cost Function and Maximum Principle)

  • 박영문;이봉용
    • 대한전기학회논문지
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    • 제34권8호
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    • pp.308-316
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    • 1985
  • This paper proposes an analytic tool for long-term generation expansion planning based on the maximum principle. Many research works have been performed in the field of generation expansion planning. But few works can be found with the maxinmum principle. A recently published one worked by professor Young Moon Park et al. shows remarkable improvements in modeling and computation. But this modeling allows only thermal units. This paper has extended Professor Park's model so that the optimal pumped-storage operation is taken into account. So the ability for practical application is enhanced. In addition, the analytic supply-shortage cost function is included. The maximum principle is solved by gradient search due to its simplicity. Every iteration is treated as if mathematical programming such that all controls from the initial to the terminal time are manipulated within the same plane. Proposed methodology is tested in a real scale power system and the simulation results are compared with other available package. Capability of proposed method is fully demonstrated. It is expected that the proposed method can be served as a powerful analytic tool for long-term generation expansion planning.

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반복적 방법을 이용한 화력발전소 과열기 시스템의 온도제어 (A Temperature Control of Thermal Power Plant Superheater System using Iterative Method)

  • Sang-Hyuk Lee;Ju-Sik Kim
    • 조명전기설비학회논문지
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    • 제13권4호
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    • pp.47-55
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    • 1999
  • 본 논문에서는 반복적 방법을 이용하여 열교환기 시스템의 온도제어를 위한 제어기를 구성하였다. 쌍선형 시스템으로 표현되는 열교환기 시스템에 대하여 최적이론을 적용하기 위하여 반복적 방법이 가능하도록 시스템을 구성하였으며, 상태궤환 제어기의 설계를 위하여 이 시스템의 상태인 증기온도를 추정하기 위한 확장 칼만 필터를 제시하였다. 또한 설계된 제어기를 화력발전소의 과열기 시스템의 온도제어에 적용하였고, 컴퓨터 시뮬레이션을 통하여 추정값이 외부입력의 변동 하에서 상태값에 적절하게 추종됨을 확인하였으며, 출구의 증기온도가 이러한 외부입력의 변동 하에서 주어진 목표치고 추종함을 보였다.

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복수 실내기를 가지는 에어컨의 정상상태 성능해석 (Steady-State Performance Analysis of Air Conditioner with Multi-Indoor Units)

  • 허현;이진욱;정의국;김병순
    • 대한기계학회논문집B
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    • 제40권11호
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    • pp.705-715
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    • 2016
  • 본 연구의 목적은 에어컨 사이클 성능해석에 있다. 응축기, 증발기, 팽창밸브 및 압축기는 냉동사이클을 구성하는 핵심요소이다. 사이클의 개별적인 구성요소들에 대한 해석 기법들을 합리적으로 통합하여 다양한 운전조건에서 에어컨 시스템 성능예측이 가능하도록 하였다. 응축기 압력은 압축기 질량유량과 팽창밸브 유량이 일치하도록 반복계산에 의해 획득되며, 증발기 압력은 목표 흡입과열도가 획득되도록 압축기 흡입엔탈피를 반복계산에 의해 획득되었다. 더 나아가서 복수 실내기를 장착한 에어컨 시스템의 성능이 예측될 수 있도록 알고리듬들이 마련되었으며, 이들 모델들에 대한 해석결과를 제시하였다. 소프트웨어의 정확성은 실험결과에 의해 증명 되었다. 특히, 8.3 kW급 모델의 실험결과와 비교함으로써, 소프트웨어의 정확성이 다양하게 검정되었다. 해석결과로써, 정확성은 대체적으로 10% 이내에 있는 것으로 확인되어 우수한 신뢰성이 확보되었다.

중주파수 대역 해석을 위한 Beam-plate-beam 연성 구조물의 웨이브 모형 연구와 시험적 규명 (Wave Models and Experimental Studies of Beam-plate-beam Coupled Systems for a Mid-frequency Analysis)

  • 유지우
    • 한국소음진동공학회논문집
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    • 제17권2호
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    • pp.121-129
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    • 2007
  • There has been much effort to find suitable methods for structural analysis in the mid-frequency region where traditional low frequency methods have increasing uncertainties whilst statistical energy analysis is not strictly applicable. Systems consisting of relatively stiff beams coupled to flexible plates have a particularly broad mid-frequency region where the beams support only a few modes whilst the plate has a high modal density and modal overlap. A system of two parallel beams coupled to a plate is investigated based on the wave method, which is an approximate method. Muller's method is utilised for obtaining complex roots of a dispersion wave equation, which does not converge in the conventional wave method based on a simple iteration. The wave model is extended from a single-beam-plate system, to a plate with two identical beams which is modelled using a symmetric-antisymmetric technique. The important hypothesis that the coupled beam wavenumber is sufficiently smaller than the plate free wavenumber is experimentally verified. Finally, experimental results such as powers and energy ratios show the validity of the analytical wave models.

과변조 영역에서의 3고조파 주입형 PWM 인버터 제어 (Control of the Third Harmonics Injected PWM Inverter in Over Modulation Mode)

  • 김영렬
    • 전력전자학회논문지
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    • 제7권1호
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    • pp.101-110
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    • 2002
  • 본 논문에서는 3고조파를 주입한 정현파 PWM 인버터의 과변조 영역에서, 인버터 전압을 선형적으로 제어하기 위한 방법을 제시한다. 정현파 PWM에 3고조파를 삽입하면 단순한 정현파 PWM에 비해 선형영역을 확장할 수 있다. 그러나 이 경우에도 선형영역은 six-step 인버터에 비해 90% 정도까지가 된다. 따라서 PWM 인버터를 six-step 인버터의 출력에 이르기까지 선형적으로 제어하기 위해, PWM 인버터의 과변조 영역에서의 변조지수와 인버터 출력의 기본파 전압 크기와의 관계를 분석하여, 과변조 영역에서 기준전압을 보정해 줄 수 있는 방법을 제시하였다. 보정된 기준 전압을 명령 값으로 사용함으로써 반복 계산 없이 3고조파 주입형 정현파 PWM에서 출력전압을 six-steP에서의 전압에 이르기까지 선형적으로 제어할 수 있게 된다. 제안된 방법을 인버터-유도전동기 시스템에 대한 시뮬레이션을 통하여 확인하였고 실험으로 입증하였다.

확장된 구조적 워크플루우 스키마에서 워크플로우 임계 경로의 결정 (Finding the Workflow Critical Path in the Extended Structural Workflow Schema)

  • 손진현;김명호
    • 한국정보과학회논문지:데이타베이스
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    • 제29권2호
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    • pp.138-147
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    • 2002
  • 워크플로우에서 임계 경로의 개념은 워크플로우 자원 및 시간 관리 등과 같이 워크플로우의 여러 분야에서 유용하게 활용될 수 있다는 면에서 중요하다. 그럼에도 불구하고 지금까지 임계 경로에 대한 연구가 많이 이루어지지 않았다. 이는 워크플로우에서의 제어 흐름 구조는 기존의 전형적인 그래프 혹은 네트워크 보다 더 복잡한 구조를 가지고 있기 때문이다. 본 논문에서는 먼저 복잡한 업무 흐름을 워크플로우로 표현할 수 있도록 지원하는 다양한 워크플로우 제어 구성 자들을 정의한다. 그리고 이를 기반으로 정의된 구조적 워크플로우 스키마에서 임계 경로를 결정하는 방법을 제안한다.