• 제목/요약/키워드: Inner product

검색결과 403건 처리시간 0.028초

SVM 기반 사물 인식을 위한 고성능 벡터 내적 연산 회로의 MPW 칩 구현 및 검증 (MPW Chip Implementation and Verification of High-performance Vector Inner Product Calculation Circuit for SVM-based Object Recognition)

  • 신재호;김수진;조경순
    • 전자공학회논문지
    • /
    • 제50권11호
    • /
    • pp.124-129
    • /
    • 2013
  • 본 논문은 SVM 알고리즘 기반의 실시간 사물 인식을 위한 고성능 벡터 내적 연산 회로를 제안한다. SVM 알고리즘은 다른 사물 인식 알고리즘에 비해 인식률이 높지만 연산량이 많다. 벡터 내적 연산은 SVM 알고리즘 연산의 주요 연산으로 사용되므로 실시간 사물 인식을 위해서는 고성능 벡터 내적 연산 회로의 구현이 필수적이다. 제안하는 회로는 연산 속도를 높이기 위해 6단 파이프라인 구조를 적용하였으며 SVM 기반 실시간 사물 인식을 가능하게 한다. 제안하는 회로는 Verilog HDL을 사용하여 RTL로 구현하였으며 실리콘 검증을 위해 TSMC 180nm 표준 셀 라이브러리를 이용하여 MPW 칩으로 제작하였다. 테스트 보드와 검증 애플리케이션 소프트웨어를 개발하고 이를 사용하여 MPW 칩의 동작을 확인하였다.

부정 내적 공간에서의 $H^\infty$필터의 일반화를 통한 분산 $H^\infty$상태 추정기의 설계 (Design of decentralized $H^\infty$ state estimator using the generalization of $H^\infty$ filter in indefinite inner product spaces)

  • 김경근;진승희;최윤호;박진배
    • 제어로봇시스템학회:학술대회논문집
    • /
    • 제어로봇시스템학회 1997년도 한국자동제어학술회의논문집; 한국전력공사 서울연수원; 17-18 Oct. 1997
    • /
    • pp.1464-1468
    • /
    • 1997
  • We propose a decentralized state estimation method in the multisensor state estimation problem. The proposed method bounds teh maximum energy gain from uknown external disturbances to the estimation errors in the suboptimal case. And we formulate aternative H/sip .inf./ filter gain equatiions with teh idea that the suboptimal H.$^{\infty}$ filter is the special form of Kalman filter filter whose state equations are defined in indefinite inner product spaces. Using alternative filter gain equations we design the decentralized $H^{\infty}$ state estimator which is composed of local filters and central fusion filter that are suboptimal in the $H^{\infty}$ sense. In addition, the proposed update equations between global and local data can reduce unnecessary calculation burden efficently.y.

  • PDF

Bilinear Group에서 속성 은닉을 가지는 안전한 내적 암호화 방식 (Secure Inner Product Encryption Scheme with Attribute Hiding in Bilinear Groups)

  • 리프키 사디킨;박영호
    • 전자공학회논문지
    • /
    • 제51권1호
    • /
    • pp.57-70
    • /
    • 2014
  • 내적 암호화 방식은 비밀키와 암호문 사이에 파인 그레인 관계를 제공하는 암호학적 프리미티브이다. 본 논문은 완전한 속성 은닉 보호를 수행하는 새로운 IPE 방식을 제안한다. 제안한 IPE 방식은 합성 위수의 bilinear groups에 기반한다. 본 논문에서는 이중 암호화 시스템 체계를 사용하여 제안한 IPE의 완전한 속성 은닉 보호를 증명한다. 성능 분석에서 기존의 IPE 방식들과 제안한 IPE 방식의 연산량과 메모리 할당량을 비교한다.

BOHR'S INEQUALITIES IN n-INNER PRODUCT SPACES

  • Cheung, W.S.;Cho, Y.S.;Pecaric, J.;Zhao, D.D.
    • 한국수학교육학회지시리즈B:순수및응용수학
    • /
    • 제14권2호
    • /
    • pp.127-137
    • /
    • 2007
  • The classical Bohr's inequality states that $|z+w|^2{\leq}p|z|^2+q|w|^2$ for all $z,\;w{\in}\mathbb{C}$ and all p, q>1 with $\frac{1}{p}+\frac{1}{q}=1$. In this paper, Bohr's inequality is generalized to the setting of n-inner product spaces for all positive conjugate exponents $p,\;q{\in}\mathbb{R}$. In. In particular, the parallelogram law is recovered and an interesting operator inequality is obtained.

  • PDF

벡터내적 기반 카메라 자세 추정 (Camera Rotation Calculation Based on Inner Product)

  • 전재춘
    • 대한원격탐사학회지
    • /
    • 제24권6호
    • /
    • pp.641-644
    • /
    • 2008
  • 본 저자가 제안한 카메라 외부표정에서 광속조정법에 기반한 카메라 자세계산 방법을 보완하기위해 (전재춘과 Shankar, 2007, 2008), 본 논문은 카메라 자세를 벡터내적으로 결정하는 방법을 소개한다. 카메라 위치를 기준으로 각 지상기준점의 방향벡터와 카메라 광축 단위벡터간의 사잇각을 통하여 이 단위벡터를 계산하는 것이다. 카메라 위치는 벡터내적에 의해 계산된다. 카메라의 수평/수직 단위벡터는 Yakimovsky 와 Cunningham(1978)의 카메라 모델(CAHV)을 이용 하였다.

GRAPH CONVERGENCE AND GENERALIZED CAYLEY OPERATOR WITH AN APPLICATION TO A SYSTEM OF CAYLEY INCLUSIONS IN SEMI-INNER PRODUCT SPACES

  • Mudasir A. Malik;Mohd Iqbal Bhat;Ho Geun Hyun
    • Nonlinear Functional Analysis and Applications
    • /
    • 제28권1호
    • /
    • pp.265-286
    • /
    • 2023
  • In this paper, we introduce and study a generalized Cayley operator associated to H(·, ·)-monotone operator in semi-inner product spaces. Using the notion of graph convergence, we give the equivalence result between graph convergence and convergence of generalized Cayley operator for the H(·, ·)-monotone operator without using the convergence of the associated resolvent operator. To support our claim, we construct a numerical example. As an application, we consider a system of generalized Cayley inclusions involving H(·, ·)-monotone operators and give the existence and uniqueness of the solution for this system. Finally, we propose a perturbed iterative algorithm for finding the approximate solution and discuss the convergence of iterative sequences generated by the perturbed iterative algorithm.

자동차 냉방기용 내부 풀리의 냉간 단조 공정 설계 (Process Design of Pulley for Automobile Airconditoner in Cold Forging)

  • 김동진;정덕진;김병민;최재찬
    • 한국자동차공학회논문집
    • /
    • 제5권4호
    • /
    • pp.199-206
    • /
    • 1997
  • The inner pulley is an automobile component used as air conditioner clutch assembly. In cold forging of inner pulley, the design requirements are to keep the same height of the inner rib and outer one, and to make uniform the hardness distribution in the forged product. In industry, the design of forging processes is performed based on experience-oriented technology, that is, designers experience and expensive trial and error. Using the rigid-plastic finite element simulations. we design the optimal process conditions, which has a preforming operation. Also the final product configuration of forging has to be designed again in view of metal flow involved in the operation, derived from the finite element simulations. The forged pulley is investigated by checking the hardness distribution and it is noted that distribution has improved to be even and high enough for industrial application.

  • PDF

자동차 냉방기용 내부 풀리의 냉간 단조 공정 설계 (Process Design in Cold Forging of a lnner Cylindrical Pulley for Automobile Airconditioner)

  • 김동진;정덕진;김병민;최재찬
    • 한국소성가공학회:학술대회논문집
    • /
    • 한국소성가공학회 1995년도 춘계학술대회논문집
    • /
    • pp.62-70
    • /
    • 1995
  • The inner pulley is automobile component used as airconditioner clutch assembly. in cold forging of the inner pulley . the design conditions are the same between inner length and outer length, the uniform hardness and the no shape change in inner fillet radius due toa piercing. In industries, the design of forging processes is performed based on an experience-oriented technology, that is, designer's experiences and expensive trial and error. Using the rigid -plastic finite element simulation, we propose the optimal process conditons and design of preform or redesign of final product shape without defects prodicted by metal flow, distribution fo strain, forging load during forging processes form initial workpiece to final product.

  • PDF

ADDITIVE SELF-DUAL CODES OVER FIELDS OF EVEN ORDER

  • Dougherty, Steven T.;Kim, Jon-Lark;Lee, Nari
    • 대한수학회보
    • /
    • 제55권2호
    • /
    • pp.341-357
    • /
    • 2018
  • We examine various dualities over the fields of even orders, giving new dualities for additive codes. We relate the MacWilliams relations and the duals of ${\mathbb{F}}_{2^{2s}}$ codes for these various dualities. We study self-dual codes with respect to these dualities and prove that any subgroup of order $2^s$ of the additive group is a self-dual code with respect to some duality.

An Optical Implementation of Associative Memory Based on Inner Product Neural Network Model

  • Gil, S.K.
    • 한국광학회:학술대회논문집
    • /
    • 한국광학회 1989년도 제4회 파동 및 레이저 학술발표회 4th Conference on Waves and lasers 논문집 - 한국광학회
    • /
    • pp.89-94
    • /
    • 1989
  • In this paper, we propose a hybrid optical/digital version of the associative memory which improve hardware efficiency and increase convergence rates. Multifocus hololens are used as space-varient optical element for performing inner product and summation function. The real-time input and the stored states of memory matrix is formated using LCTV. One method of adaptively changing the weights of stored vectors during each iteration is implemented electronically. A design for a optical implementation scheme is discussed and the proposed architecture is demonstrated the ability of retrieving with computer simmulation.

  • PDF