• 한국전자통신학회논문지
• /
• 제18권3호
• /
• pp.535-544
• /
• 2023

본 논문에서는 희망하는 빔포밍을 실현하기 위하여 LMS 알고리즘(반복법)을 이용하는 경우에 반복 계산과정에서 무게 분포를 조절하기 위한 기울기 벡터의 계산법(해석적인 방법, 중앙유한차분법)이 적응 빔포밍에 미치는 영향을 연구하였다. 이를 위하여 임의로 설정한 빔폭을 갖는 준이상 빔과 회전 빔, 그리고 멀티 빔을 예로 하여 검토하였다. 수치 실험은 적응 빔포밍 시스템에 임의의 초기치와 시행착오를 거쳐서 설정한 적절한 값의 스텝 파라미터를 두 계산법에 동일하게 적용하고, 기울기 벡터의 계산을 위한 두 가지 방법을 이용하여 적응성과 오차를 평가하는 목적 함수의 수렴 특성 등을 비교하였다.

• 전자공학회논문지
• /
• 제51권11호
• /
• pp.66-72
• /
• 2014

Histogram of oriented gradient (HOG) 특징은 영상 기반 보행자 인식에서 널리 사용되고 있다. HOG 특징을 이용한 보행자 인식의 인식률을 높이는데 가장 중요한 역할을 하는 것은 보간 기술이다. HOG 특징 연산에 보간 기술을 적용하기 위해서는 각 픽셀의 기울기 방향에 가장 근접한 두 개의 기울기 방향 bin과 가중치를 계산해야 한다. 따라서 본 논문에서는 HOG 특징 연산에 적용하기 위한 효율적인 기울기 방향 bin 및 가중치 연산 회로를 제안한다. 제안하는 회로는 탄젠트 함수와 나눗셈 연산을 피하기 위해 미리 계산된 값을 테이블로 지정하여 사용하였으며, 탄젠트 함수와 가중치 값의 특성을 이용함으로써 회로 내 테이블의 크기를 최소화하였다. 또한 처리 속도 향상을 위해 파이프라인 구조를 적용하였으며, 효율적인 coarse 및 fine 탐색 방법을 적용하여 각 픽셀에 대한 기울기 방향 bin과 가중치를 두 클락 사이클 내에 계산한다. 본 논문에서 제안하는 회로는 $1^{\circ}$ 단위로 기울기 방향을 계산하여 기울기 방향 bin과 가중치를 모두 결정하기 때문에 HOG 특징을 위한 보간 기술에 적용되어 높은 인식률을 제공하기 위해 사용될 수 있다.

• 한국안전학회지
• /
• 제21권5호
• /
• pp.1-5
• /
• 2006

This study provides a basic data necessary to design a facility of smoke management after calculating the critical velocity of the gradient scale model tunnel and reviewing its adequacy to establish an optimum disaster prevention system for a road tunnel at fire. The experiment is carried out by using Froude scaling to a scale model which is about 1/29 as big as the real tunnel, and its critical velocity calculation is calculated to the 0-2% gradient of the tunnel. The result shows that the higher the gradient is, the stronger the critical velocity, but that it doesn't affect the critical velocity so much when the gradient is less 2%. In addition, this result is studied in comparison with the results done by other researchers to review the adequacy of the critical velocity.

• 오토저널
• /
• 제7권3호
• /
• pp.83-93
• /
• 1985

The prediction of emission concentrations in a 4cycle spark ignition engine was made by considering nonuniform model with thermodynamics, chemical equilibrium and kinetic mechanism of nitric oxide. Calculation of this model shows that a temperature difference of the order of 500K can be established across he cylinder. Results of the kinetic calculation of nitric oxide show that the temperature gradient across the cylinder has a profound effect on the nitric oxide formation. The predicted values for nitric oxide, carbon dioxide and carbon monoxide agree with measured ones for a variety of equivalence ratio.

• Transactions on Control, Automation and Systems Engineering
• /
• 제4권2호
• /
• pp.124-129
• /
• 2002

This paper demonstrates that the largest Lyapunov exponent λ of recurrent neural networks can be controlled efficiently by a stochastic gradient method. An essential core of the proposed method is a novel stochastic approximate formulation of the Lyapunov exponent λ as a function of the network parameters such as connection weights and thresholds of neural activation functions. By a gradient method, a direct calculation to minimize a square error (λ - λ$\^$obj/)$^2$, where λ$\^$obj/ is a desired exponent value, needs gradients collection through time which are given by a recursive calculation from past to present values. The collection is computationally expensive and causes unstable control of the exponent for networks with chaotic dynamics because of chaotic instability. The stochastic formulation derived in this paper gives us an approximation of the gradients collection in a fashion without the recursive calculation. This approximation can realize not only a faster calculation of the gradient, but also stable control for chaotic dynamics. Due to the non-recursive calculation. without respect to the time evolutions, the running times of this approximation grow only about as N$^2$ compared to as N$\^$5/T that is of the direct calculation method. It is also shown by simulation studies that the approximation is a robust formulation for the network size and that proposed method can control the chaos dynamics in recurrent neural networks efficiently.

• 한국의학물리학회지:의학물리
• /
• 제22권2호
• /
• pp.61-66
• /
• 2011

2D 어레이 다이오드 검출기를 이용하여 전립선과 두경부 IMRT 환자(전립선 2사례, 두경부 2사례)를 대상으로 선량계산 격자 크기(calculation grid size)에 따른 계산선량 정확성(dose calculation accuracy)을 평가했으며, 그 결과를 바탕으로 2D 어레이 다이오드가 IMRT 계산선량과 조사선량 검증에 적합한지 여부를 확인했다. 치료계획장치(treatment planning system, TPS)에서 제공되는 4종류의 격자 크기(1.25 mm, 2.5 mm, 5 mm, 10 mm) 별로 계산된 선량과 2D 어레이 다이오드 검출기를 이용하여 얻어진 측정선량을 감마 분석방법을 이용, 비교하는 방식으로 실험을 진행하였으며, 선량분포의 변화 범위에 따른 정확성 변화 또한 확인했다. 3 mm/3%의 평가기준(acceptance criteria)을 적용한 감마 분석방법에서는 10 mm를 제외한 격자 크기 별 평균 통과율(pass rate)에 뚜렷한 차이를 확인할 수 없었으나, 평가기준을 3 mm/3%, 2mm/2%, 1 mm/1%로 세밀하게 적용하였을 경우, 1.25 mm를 제외한 격자크기의 통과율이 각각 5%와 20%, 31.53% 감소하는 것을 확인할 수 있었다. 격자 크기에 따른 선량계산시간은 1.25, 2.5, 5, 10 mm 격자 크기에서 각각 11.5, 4.77, 2.95, 1.5 min 소비됐으며 격자 크기가 2배 증가할수록 선량계산시간은 약 1/2로 감소되는 결과를 확인할 수 있었다. 또한 저경사도영역(low gradient area)과 고경사도영역(high gradient area)을 구분하여 격자 크기영향을 평가하였으며, 격자 크기가 계산선량 정확성에 미치는 효과는 low gradient area보다 high gradient area에서 더 크게 작용한다는 결과를 확인했다. 본 연구의 결과를 종합해 봤을 때 2.5 mm의 격자 크기로 선량계산을 수행하는 것이 계산선량 정확성과 계산시간 면에서 적절한 것으로 여겨지며, high gradient area에 있어서는 가능한 세밀한 격자크기(1.25 mm)를 적용할 것이 권장된다. 또한 이상의 결과가 기존 연구의 이론 및 필름을 이용한 측정과 동일함을 고려해 봤을 때 2D 어레이 다이오드 검출기가 IMRT 계산선량과 조사선량 검증에 적합함을 확인할 수 있었다.

• 한국철도학회:학술대회논문집
• /
• 한국철도학회 1999년도 춘계학술대회 논문집
• /
• pp.406-413
• /
• 1999

A compression wave is generated by the high speed train which enters a tunnel, and it propagates along the tunnel. When the compression wave emerges from the exit of the tunnel, it causes an impulsive noise, and the strength of the impulsive noise depends on the pressure gradient of the first compression wave. So it needs to reduce the pressure gradient for the minimization of impulsive noise. The entrance hood is used for the reduction of the pressure gradient. In the present study, the pressure transients were numerically calculated for three shapes of hood, In order to validate the numerical simulation, the pressure and pressure gradient were compared with the experimental data of moving model rig. The calculation results won well agreed with the experimental data, and also showed that the hood had an effect on the pressure gradient of the tunnel inside.

• 한국초전도ㆍ저온공학회논문지
• /
• 제19권1호
• /
• pp.51-55
• /
• 2017

To obtain Nuclear Magnetic Resonance (NMR) measurement of membrane protein, an NMR magnet is required to generate high intensity, homogeneity, and stability of field. A High-Temperature Superconducting (HTS) magnet is a promising alternative to a conventional Low-Temperature Superconducting (LTS) NMR magnet for high field, current density, and stability margin. Conventionally, an HTS coil has been wound by several winding techniques such as Single-Pancake (SP), Double-Pancake (DP), and layer-wound. The DP winding technique has been frequently used for a large magnet because long HTS wire is generally difficult to manufacture, and maintenance of magnet is convenient. However, magnetic field generated by the slanted turns and the splice leads to field inhomogeneity in Diameter of Spherical Volume (DSV). The field inhomogeneity degrades performance of NMR spectrometer and thus effect of the slanted turns and the splice should be analyzed. In this paper, field gradient of HTS double-pancake coils considering the slanted turns and the splice was calculated using Biot-Savart law and numerical integration. The calculation results showed that magnetic field produced by the slanted turns and the splice caused significant inhomogeneity of field.

• 상하수도학회지
• /
• 제18권3호
• /
• pp.351-356
• /
• 2004

Selecting appropriate G values in flocculator operation is important to produce high quality filter effluent in water treatment plants. However, misunderstanding and misleading of G calculation for the case of having power sources more than one or many paddles with one power source in a flocculation basin sometimes have led to low performance in flocculation. Theoretical analysis confirmed that the total G value in one flocculation unit having power sources more than one or with many paddles is the root-square of the sum of square of individual G value. This analysis also can give a simple calculation method of G value for designers and operators in fields.

• Transactions on Electrical and Electronic Materials
• /
• 제18권6호
• /
• pp.320-322
• /
• 2017

In this paper, a high-performance, low-area gradient-magnitude calculator architecture is proposed, based on approximate image processing. To reduce the computational complexity of the gradient-magnitude calculation, vector properties, the symmetry axis, and common terms were applied in a hardware-resource-shared architec-ture. The proposed gradient-magnitude calculator was implemented using an Altera Cyclone IV FPGA (EP4CE115F29) and the Quartus II v.16 device software. It satisfied the output-data quality while reducing the logic elements by 23% and the embedded multipliers by 76%, compared with previous work.