• Title/Summary/Keyword: QR algorithm

Search Result 103, Processing Time 0.022 seconds

A Reduced Complexity QRM-MLD for Spatially Multiplexed MIMO Systems (공간다중화 방식을 사용하는 다중 안테나 시스템을 위한 감소된 계산량의 QRM-MLD 신호검출기법)

  • Im, Tae-Ho;Kim, Jae-Kwon;Cho, Yong-Soo
    • The Journal of Korean Institute of Communications and Information Sciences
    • /
    • v.32 no.1C
    • /
    • pp.43-50
    • /
    • 2007
  • In the paper, we address QRM-MLD (Maximum Likelihood Detection with QR Decomposition and M-algorithm) signal detection method for spatially multiplexed MIMO (Multiple Input Multiple Output) systems. Recently, the QRM-MLD signal detection method which can achieve 1Gbps transmission speed for next generation mobile communication was implemented in a MIMO testbed for the mobile moving at a pedestrian speed. In the paper, we propose a novel signal detection method 'reduced complexity QRM-MLD' that achieves identical error performance as the QRM-MLD while reducing the computational complexity significantly. We rigorously compare the two detection methods in terms of computational complexity to show the complexity reduction of the proposed method. We also perform a set of computer simulations to demonstrate that two detection methods achieve identical error performance.

Receivers for Spatially Multiplexed Space-Time Block Coded Systems : Reduced Complexity (시공간블록부호화를 적용한 공간다중화 시스템 수신기 : 복잡도 감소 방안)

  • Hwang Hyeon Chyeol;Shin Seung Hoon;Lee Cheol Jin;Kwak Kyung Sup
    • The Journal of Korean Institute of Communications and Information Sciences
    • /
    • v.29 no.11A
    • /
    • pp.1244-1252
    • /
    • 2004
  • In this paper, we derive some properties of linear detectors (zero forcing or minimum mean square error) at spatial multiplexing systems with alamouti's space-time block code. Based on the derived properies, this paper proposes low-complexity receivers. Implementing MMSE detector adaptively, the number of weight vectors to be calculated and updated is greatly reduced with the derived properties compared to the conventional methods. In the case of recursive least square algorithm, with the proposed approach computational complexity is reduced to less than the half. We also identify that sorted QR decomposition detector, which reduces the complexity of V-Blast detector, has the same properties for unitary matrix Q and upper triangular matrix R. A complexity reduction of about 50%, for sorted QR decomposition detector, can be achieved by using those properties without the loss of performance.

A Study of Power System Modeling of Small-Signal Stability Using Implicit Restarted Arnoldi Method (Implicit Restarted Arnoldi Method를 적용한 전력시스템 미소신호안정도 모델링 방법 연구)

  • Kim, D.J.;Moon, Y.H.
    • Proceedings of the KIEE Conference
    • /
    • 2005.11b
    • /
    • pp.217-219
    • /
    • 2005
  • This paper describes implicit restated arnoldi method algorithm and Its application to small size power systems In order to observe the salient features of IRAM algorithm. Two area system with 36 state variables and England 39-bus system with 150 state variables have been tested using IRAM, and the eigenvalue results of IRAM are compared with those of the results obtained from QR method.

  • PDF

Smartphone User Authentication Algorithm based on Mutual Cooperation in Mobile Environment (모바일 환경에서 상호 협력 기반 스마트폰 사용자 인증 알고리즘)

  • Jeong, Pil-Seong;Cho, Yang-Hyun
    • Journal of the Korea Institute of Information and Communication Engineering
    • /
    • v.21 no.7
    • /
    • pp.1393-1400
    • /
    • 2017
  • As the number of smartphone users increases, vulnerability to privacy protection is increasing. This is because personal information is stored on various servers connected to the Internet and the user is authenticated using the same ID and password. Authentication methods such as OTP, FIDO, and PIN codes have been introduced to solve traditional authentication methods, but their use is limited for authentication that requires sharing with other users. In this paper, we propose the authentication method that is needed for the management of shared information such as hospitals and corporations. The proposed algorithm is an algorithm that can authenticate users in the same place in real time using smart phone IMEI, QR code, BLE, push message. We propose an authentication algorithm that can perform user authentication through mutual cooperation using a smart phone and can cancel realtime authentication. And we designed and implemented a mutual authentication system using proposed algorithm.

Classification of Normal and Abnormal QRS-complex for Home Health Management System (재택건강관리 시스템을 위한 정상 및 비정상 심전도의 분류)

  • 최안식;우응제;박승훈;윤영로
    • Journal of Biomedical Engineering Research
    • /
    • v.25 no.2
    • /
    • pp.129-135
    • /
    • 2004
  • In the home health management system, we often face the situation to handle biological signals that are frequently measured from normal subjects. In such a case, it is necessary to decide whether the signal at a certain moment is normal or abnormal. Since ECC is one of the most frequently measured biological signals, we describe algorithms that detect QRS-complex and decide whether it is normal or abnormal. The developed QRS detection algorithm is a simplified version of the conventional algorithm providing enough performance for the proposed application. The developed classification algorithm that detects abnormal from mostly normal beats is based on QRS width, R-R interval and QRS shape parameter using Karhunen-Loeve transformation. The simplified QRS detector correctly detected about 99% of all beats in the MTT/BIH ECG database. The classification algorithm correctly classified about 96% of beats as normal or abnormal. The QRS detection and classification algorithm described in this paper could be used in home health management system.

A Soft Output Enhancement Technique for Spatially Multiplexed MIMO Systems (공간다중화 MIMO 시스템을 위한 Soft Output 성능향상 기법)

  • Kim, Jin-Min;Im, Tae-Ho;Kim, Jae-Kwon;Yi, Joo-Hyun;Cho, Yong-Soo
    • The Journal of Korean Institute of Communications and Information Sciences
    • /
    • v.33 no.9C
    • /
    • pp.734-742
    • /
    • 2008
  • In spatially multiplexed MIMO systems that enable high data rate transmission over wireless communication channels, the spatial demultiplexing at the receiver is a challenging task and various demultiplexing methods have been developed. Among the previous methods, maximum likelihood detection with QR decomposition and M-algorithm (QRM-MLD), sphere decoding (SD), QOC, and MOC schemes have been reported to achieve a (near) maximum likelihood (ML) hard decision performance. In general, however, the reliability of soft output of these schemes is not satisfactory. In this paper, we propose a method which enhances the reliability of soft output. By computer simulations, we demonstrate the improved performance by the proposed method.

A Study on the Efficient m-step Parallel Generalization

  • Kim, Sun-Kyung
    • Proceedings of the Korea Society of Information Technology Applications Conference
    • /
    • 2005.11a
    • /
    • pp.13-16
    • /
    • 2005
  • It would be desirable to have methods for specific problems, which have low communication costs compared to the computation costs, and in specific applications, algorithms need to be developed and mapped onto parallel computer architectures. Main memory access for shared memory system or global communication in message passing system deteriorate the computation speed. In this paper, it is found that the m-step generalization of the block Lanczos method enhances parallel properties by forming m simultaneous search direction vector blocks. QR factorization, which lowers the speed on parallel computers, is not necessary in the m-step block Lanczos method. The m-step method has the minimized synchronization points, which resulted in the minimized global communications compared to the standard methods.

  • PDF

Camera Calibration and Barrel Undistortion for Fisheye Lens (차량용 어안렌즈 카메라 캘리브레이션 및 왜곡 보정)

  • Heo, Joon-Young;Lee, Dong-Wook
    • The Transactions of The Korean Institute of Electrical Engineers
    • /
    • v.62 no.9
    • /
    • pp.1270-1275
    • /
    • 2013
  • A lot of research about camera calibration and lens distortion for wide-angle lens has been made. Especially, calibration for fish-eye lens which has 180 degree FOV(field of view) or above is more tricky, so existing research employed a huge calibration pattern or even 3D pattern. And it is important that calibration parameters (such as distortion coefficients) are suitably initialized to get accurate calibration results. It can be achieved by using manufacturer information or lease-square method for relatively narrow FOV(135, 150 degree) lens. In this paper, without any previous manufacturer information, camera calibration and barrel undistortion for fish-eye lens with over 180 degree FOV are achieved by only using one calibration pattern image. We applied QR decomposition for initialization and Regularization for optimization. With the result of experiment, we verified that our algorithm can achieve camera calibration and image undistortion successfully.

An Efficient Signal Detection Scheme using QRD-M and QRPIC (QRD-M 및 QRPIC 을 이용한 효율적인 신호 검출 기법)

  • Kim, Jae-Jeong;You, Young-Hwan;Song, Hyoung-Kyu
    • Proceedings of the Korean Society of Broadcast Engineers Conference
    • /
    • 2013.06a
    • /
    • pp.221-222
    • /
    • 2013
  • 본 논문에서는 채널상태에 기반하여 QRD-M (QR-decomposition based M algorithm)및 QRPIC (parallel interference cancellation using QR-decomposition)을 이용한 검출 기법을 제안한다. 기존의 QRD-M 검출기법은 성능은 좋지만 복잡도가 높고, QRPIC 기법은 성능은 떨어지지만 복잡도가 낮다. 제안된 검출 기법은 채널상태에 따라 QRD-M 검출 기법을 사용할지 QRPIC 검출 기법을 사용할지 결정하게 되므로 기존의 QRD-M 검출 기법보다 성능은 조금 감소하지만 복잡도가 크게 낮아진다.

  • PDF

EXTRAPOLATED CRANK-NICOLSON APPROXIMATION FOR A LINEAR STEFAN PROBLEM WITH A FORCING TERM

  • Ahn, Min-Jung;Lee, Hyun-Young
    • Journal of applied mathematics & informatics
    • /
    • v.8 no.3
    • /
    • pp.773-793
    • /
    • 2001
  • The explicit expressions for the 2n+1 primitive idempotents in R/sub pⁿ/ = F[x]/< x/sup pⁿ/ -1>, where F is the field of prime power order q and the multiplicative order of q modulo pⁿ is ø(pⁿ)/2(n≥1 and p is an odd prime), are obtained. An algorithm for computing the generating polynomials of the minimal QR cyclic codes of length pⁿ, generated by these primitive idempotents, is given and hence some bounds on the minimum distance of some QR codes of prime length over GF(q)(q=2, 3, ...) are obtained.