Fast implementation of linear discriminant analysis

... Fast Implementation of Linear Discriminant Analysis Goh Siong Thye (B.Sc.(Hons.) NUS) A THESIS SUBMITTED FOR THE DEGREE OF MASTER OF SCIENCE DEPARTMENT OF MATHEMATICS NATIONAL UNIVERSITY OF ... variants of linear discriminant analysis CONTENTS List of Tables Table 1.1: Silverman’s Estimation Table 3.1: Data Dimensions, Sample Size and Number of Cluster Table 3...

Ngày tải lên: 06/10/2015, 20:49

... multiple varying factors In this paper, we separately address the advantages and disadvantages of multifactor analysis and discriminant analysis and propose Multifactor Discriminant Analysis (MDA) ... MDA can be thought of as an extension of LDA to multiple factor frameworks providing both multifactor analysis and discriminant analysis LDA and MPCA ha...

Ngày tải lên: 21/06/2014, 16:20

... growth rate and the specific production rate to [LaH] and pH, the accuracy of latter input values is also of major importance Therefore, an adequate calculation method for the actual values of ... capacity of the medium are known The amount of undissociated lactic acid is then further related to the total amount of lactic acid LaHtot and the pH by the lactic...

Ngày tải lên: 05/05/2014, 08:44

Ngày tải lên: 12/06/2014, 16:07

Ngày tải lên: 12/06/2014, 16:13

... that minimizing the sensitivity-based transfer function and pole errors minimizes the probability to have the shift of the poles and transfer function to be greater than a given bound The unpredictable ... ⎟⎜x(k)⎟ ⎠⎝ ⎠ u(k) (31) The output of first block is computed in the intermediate variable and used as the input of the second block The main point i...

Ngày tải lên: 21/06/2014, 09:20

... Statistical analysis of linear spatial holes estimators in cognitive radio Mohammad Kazemi∗ , Mehrdad Ardebilipour and Behrad Mahboobi Faculty of Electrical and Computer Engineering, Khaje ... RSS-WLS In WLS as a generalization of LS method, the matrix of coefficients is multiplied by a weighting matrix to let the system of linear equations be solved using LS metho...

Ngày tải lên: 21/06/2014, 17:20

... count and code size for IQmath implementation of the key operations for numerical linear algebra (fixed point C64x+ CPU) Floating point emulation on C64x+ CPU core Fixed point implementation IQmath ... implementation on floating point DSP Floating point algorithm implementation on fixed point DSP Floating point algorithm implementation on floating poin...

Ngày tải lên: 22/06/2014, 19:20

... words Use hardware and software firewall Use protection software against trojan, spyware, viruses and other malwares Carefully handle emails, usually viruses, spyware and other malware are distributed ... destination host and can also inject any type of false data MITM attacks can affect on availability, confidentiality, integrity and authenticity of data Strong cryptography can...

Ngày tải lên: 23/07/2014, 00:25

... control of linear systems/ edited by Philippe de Larminat p cm ISBN-13: 97 8-1 - 905 20 9-3 5-4 ISBN- 10: 1-9 05 20 9-3 5-5 Linear control systems Automatic control I Larminat, Philippe de TJ2 20. A5313 200 6 ... 200 6 629.8'32 dc22 200 603 3665 British Library Cataloguing-in-Publication Data A CIP record for this book is available from the British Library ISBN...

Ngày tải lên: 09/08/2014, 06:23

... values of ξ 10 -1 0 -2 0 Phase (degree) -3 0 -4 5 -9 0 -1 35 -1 80 T1 T2 Figure 1. 23 Bode diagram of a second order system with ξ ≥ 32 Analysis and Control of Linear Systems Figure 1. 24 Bode diagram of ... ) πfT0 41 42 Analysis and Control of Linear Systems 1. 7 Bibliography [AZZ 88] D’ÀZZO J.J., HOUPIS C.H., Linear Control System An...

Ngày tải lên: 09/08/2014, 06:23

... parts The analysis and manipulation of signals and discrete-time systems are presented in sections 3. 2 and 3. 3 The discretization of continuous-time systems and certain concepts of the sampling ... rows of the table ( a0 , b0 , c0 , etc.) are all strictly positive 94 Analysis and Control of Linear Systems NOTE 3. 3.– the class of rational systems th...

Ngày tải lên: 09/08/2014, 06:23

... 110 Analysis and Control of Linear Systems The object of this chapter is to describe certain structural properties of linear systems that condition the resolution of numerous control problems ... Journal of Control, vol 72, no 15, p 139 2-1 40 1, 1999 [MOR 73] MORSE A.S., “Structural invariants of linear multivariable systems , SIAM Journal of Control...

Ngày tải lên: 09/08/2014, 06:23

... zero of a module close to and of argument 2π ν0 , then the ˘ power spectrum is almost zero in the proximity of ν0 152 Analysis and Control of Linear Systems Figure 5. 1 Typical power spectrum of ... y2 [5. 9] 144 Analysis and Control of Linear Systems On the other hand, the Fourier transform preserves the energy (Parseval theorem) Indeed, the energy of a c...

Ngày tải lên: 09/08/2014, 06:23

... case of multi -control systems at the expense of additional developments (see [DOR 95, FRI 86] ) 188 Analysis and Control of Linear Systems Figure 6. 10 Control by the observer, compared to control ... stronger control 1 76 Analysis and Control of Linear Systems Figure 6. 6 Stabilization by quadratic optimization Kalman’s Formalism for State Stabiliza...

Ngày tải lên: 09/08/2014, 06:23