• 대한수학회지
• /
• 제48권1호
• /
• pp.33-48
• /
• 2011

The notion of the generalized Fibonacci matrix $\mathcal{F}_n^{(a,b,s)}$ of type s, whose nonzero elements are generalized Fibonacci numbers, is introduced in the paper [23]. Regular case s = 0 is investigated in [23]. In the present article we consider singular case s = -1. Pseudoinverse of the generalized Fibonacci matrix $\mathcal{F}_n^{(a,b,-1)}$ is derived. Correlations between the matrix $\mathcal{F}_n^{(a,b,-1)}$ and the Pascal matrices are considered. Some combinatorial identities involving generalized Fibonacci numbers are derived. A class of test matrices for computing the Moore-Penrose inverse is presented in the last section.

• 대한수학회지
• /
• 제57권5호
• /
• pp.1299-1322
• /
• 2020

We consider closed, star-shaped, admissible hypersurfaces in ℝⁿ⁺¹ expanding along the flow Ẋ = |X|^α-1 F^-β, α ≤ 1, β > 0, and prove that for the case α ≤ 1, β > 0, α + β ≤ 2, this evolution exists for all the time and the evolving hypersurfaces converge smoothly to a round sphere after rescaling. Besides, for the case α ≤ 1, α + β > 2, if furthermore the initial closed hypersurface is strictly convex, then the strict convexity is preserved during the evolution process and the flow blows up at finite time.

• Journal of electromagnetic engineering and science
• /
• 제15권2호
• /
• pp.82-88
• /
• 2015

The magnetron, a vacuum tube, is currently the usual high-power microwave power source used for microwave heating. However, the oscillating frequency and output power are unstable and noisy due to the low quality of the high-voltage power supply and low Q of the oscillation circuit. A heating system with enhanced reliability and the capability for control of chemical reactions is desired, because microwave absorption efficiency differs greatly depending on the object being heated. Recent studies on microwave high-efficiency power amplifiers have used harmonic processing techniques, such as class-F and inverse class-F. The present study describes a high-efficiency 100 W GaN-HEMT amplifier that uses a harmonic processing technique that shapes the current and voltage waveforms to improve efficiency. The fabricated GaN power amplifier obtained an output power of 50.4 dBm, a drain efficiency of 72.9%, and a power added efficiency (PAE) of 64.0% at 2.45 GHz for continuous wave operation. A prototype microwave heating system was also developed using this GaN power amplifier. Microwaves totaling 400 W are fed from patch antennas mounted on the top and bottom of the microwave chamber. Preliminary heating experiments with this system have just been initiated.

• 대한기계학회:학술대회논문집
• /
• 대한기계학회 2003년도 추계학술대회
• /
• pp.1482-1487
• /
• 2003

This paper presents a new family of 4-DoF parallel mechanism with two platforms. The new mechanism is composed of front and rear platforms, and three limbs. Two limbs with 6dof joint (P-P-S-P) are attached to the each platform and are perpendicular to baseplate, while the middle limb with 4-Dof joints (R-R-R-P or R-R-P-P) is attached to the revolute joint that connect front and rear platform. The two-DoF-driving mechanism at the middle limb with two base-fixed prismatic actuators can generate the heaving and roll motions or two translational motions. Therefore, Therefore, the new 4-Dof parallel mechanism (1T-3R) can generate pitch motions at each platforms, roll, and heaving motions, while another type of new 4-Dof parallel mechanism (2T-2R) can generate pitch motions at each platforms, x and z translational motions. For 1T-3R mechanism, kinematic analyses including inverse, forward kinematics, and Jacobian are performed.

• 생명과학회지
• /
• 제15권3호
• /
• pp.415-422
• /
• 2005

Mycobacterium hovis BCG 균주에 transposon을 사용하여 mutagenesis를 수행함으로써 mutant library를 제조하였다. 이 mutant library를 screening하여 항결핵제인 PA-824에 내성을 갖는 mutant들을 얻었고, M. bovis wild type에서는 정상적으로 생성되는 coenzyme $F_{420}$이 대부분의 이들 mutant들에서는 생성되지 않는다는 것을 알게 되었다. 세포 추출액을 HPLC로 분석해본 결과, 그 중에서 한 mutant는 $F_{420}$은 생성하지 않으나 그 전구물질인 F0는 생성하고 있음이 밝혀졌다. 따라서 이 mutant 에서는 $F_{420}$생합성 회로의 마지막 단계가 차단되어있음을 알 수 있다. 이 mutant를 inverse PCR을 통해 분석해본 결과, transposon이 Rv2435c유전자에 삽입되어있는 것을 확인할 수 있었다. Rv2435c유전자는 세포막에 결합되어있는 80.3 kDa의 단백질을 암호화하는 것으로 추정되고, 이 단백질의 N-말단은 periplasm에 존재하고 C-말단은 원형질에 존재하는 것으로 추정되고 있다. 원형질에 존재하는 C-말단은 원핵생물과 진핵생물들의 adenylyl cyclase들과 높은 유사성을 나타낸다. Adenylyl cyclase는 ATP로부터 cAMP를 생합성하는 효소이다 M. tuberculosis나 M. bovis의 genome에는 class III adenylyl cyclase를 암호화하는 것으로 추정되는 유전자가 모두 15개나 존재한다 특히 이들 중에서 Rv1625c 와 Rv2435c는 포유류의 adenylyl cyclase들과 높은 유사성을 가지는 것으로 알려져 있다 이 Rv2435c 단백질이 진정한 adenylyl cyclase인지를 확인하기 위하여 우리는 이 단백질 중에서 원형질에 존재하는 부분을 말단에 6개의 histidine을 첨부한 채로 대장균에서 발현시켰다. 대장균에서 이 단백질이 생성되는 것은 histidine이 첨부된 단백질을 Ni-NTA resin을 사용하여 대장균으로부터 분리함으로써 확인하였다. 그러나 이 단백질이 대장균에서 cya mutation을 complementation하지 못하였고, 따라서 이 단백질이 adenylyl cyclase 활성을 갖지 않음을 알 수 있었다. 자외선이나 hydroxylamine을 사용한 mutagenesis 또는 Rv2435c와 Rv1625c간의 토sion단백질을 만들어서, 이 단백질이 adenylyl cyclae로서의 활성을 획득하도록 하는 모든 시도는 실패하였다. 따라서 Rv2435c단백질이, F0가 $F_{420}$으로 변환되는 데에 영향을 미치는 방법이 cAMP를 생성함으로써가 아니라 다른 방법으로 영향을 미치고 있다는 것을 알 수 있었다.

• 한국전자파학회논문지
• /
• 제20권8호
• /
• pp.813-822
• /
• 2009

본 논문에서는 1:2:2의 비대칭 3-stage 도허티 전력 증폭기의 동작을 살펴보고, Freescale사의 4 W, 10 W LDMOSFET을 이용하여 1 GHz에서 구현하였다. 두 번의 최대 효율 특성을 갖는 N-way 도허티 전력 증폭기와 비교 하였을 때, 비대칭 3-stage 도허티 전력 증폭기는 세 번의 최대 효율 특성을 갖도록 함으로써 백 오프된 출력 전력영역에서의 심각한 효율 저하를 극복할 수 있고, 주어진 변조 신호에서의 평균 효율을 최대화 할 수 있다. 효율 특성을 더욱 최적화하기 위해, 역 F급 전력 증폭기를 캐리어 및 피킹 전력 증폭기로 설계하였다. 또한, 적절한 로드모듈레이션 동작을 이끌어내기 위해, 포락선 추적 방법에 근거한 적응 게이트 바이어스 조절 신호를 두 개의 피킹 전력 증폭기에 인가하였다. 8.5 dB의 PAPR을 갖는 802.16e Mobile WiMAX 신호에 대해 제안된 비대칭 도허티 전력 증폭기는 36.85 dBm에서 55.46 %의 높은 효율 특성을 얻었고, -37.23 dB의 우수한 RCE 특성을 유지하였다. 본 논문에서는 처음으로 포화 증폭기와 적응 게이트 바이어스 조절 신호를 비대칭 3-stage 도허티 전력 증폭기에 적용하였으며, 이를 통해 기지국용 고효율 전력 송신기의 설계가 구현 가능함을 성공적으로 검증하였다.

• 대한기계학회논문집A
• /
• 제20권9호
• /
• pp.2854-2865
• /
• 1996

The concept of variable-geometry truss structure(VGTS) is introduced as a class of actively controlled adaptive structure. VGTS can purposefully vary its geometric configurations by changing the lengths of some members of the structure. General kinematics and inverse kinematics of a statically determinate VGTS(variable geometry truss structure) are studied. The solution technique is based on the Jacobian matrix obtained via joint equilibrium equations. Pseudoinverse control method is applied to resolve the redundancy of a large VGTS. two types of actuator layout of octahedral type VGTS, VG truss and Stewart platform, are compared. Introducing the concept of performance index, Stewart platform based layout was found to has less consumption energy and manipulation time. A functional VGTS model with 3 octahedral modules is designed and manufactured for the labaratory demonstration. Six vertically located length-variable members are used to create general 6 d.o.f. motions.

• International Journal of Computer Science & Network Security
• /
• 제24권7호
• /
• pp.108-117
• /
• 2024

The selection and recommendation of a suitable job applicant from the pool of thousands of applications are often daunting jobs for an employer. The recommendation and selection process significantly increases the workload of the concerned department of an employer. Thus, Resume Classification System using the Natural Language Processing (NLP) and Machine Learning (ML) techniques could automate this tedious process and ease the job of an employer. Moreover, the automation of this process can significantly expedite and transparent the applicants' selection process with mere human involvement. Nevertheless, various Machine Learning approaches have been proposed to develop Resume Classification Systems. However, this study presents an automated NLP and ML-based system that classifies the Resumes according to job categories with performance guarantees. This study employs various ML algorithms and NLP techniques to measure the accuracy of Resume Classification Systems and proposes a solution with better accuracy and reliability in different settings. To demonstrate the significance of NLP & ML techniques for processing & classification of Resumes, the extracted features were tested on nine machine learning models Support Vector Machine - SVM (Linear, SGD, SVC & NuSVC), Naïve Bayes (Bernoulli, Multinomial & Gaussian), K-Nearest Neighbor (KNN) and Logistic Regression (LR). The Term-Frequency Inverse Document (TF-IDF) feature representation scheme proven suitable for Resume Classification Task. The developed models were evaluated using F-Score_M, Recall_M, Precission_M, and overall Accuracy. The experimental results indicate that using the One-Vs-Rest-Classification strategy for this multi-class Resume Classification task, the SVM class of Machine Learning algorithms performed better on the study dataset with over 96% overall accuracy. The promising results suggest that NLP & ML techniques employed in this study could be used for the Resume Classification task.