Regularized least squares and Gauss Newton Method

... least- squares and Gauss- Newton method 7–20 convergence of Gauss- Newton iterates: 4 56 2 1 −1 −2 −3 −4 −5 −5 −4 −3 −2 Regularized least- squares and Gauss- Newton method −1 7–21 useful varation on Gauss- Newton: ... regularized solution trades off sensor fit, size of x Regularized least- squares and Gauss- Newton method 7–11 Nonlinear least- square...

Ngày tải lên: 21/12/2016, 10:55

... better For example, if the allpass VFD filter is designed again with p ∈ [−0.65, 0.35] for both LS design and minimax design, the absolute errors of group-delay for LS design and minimax design are ... [24] J J Shyu, S C Pei, and C H Chan, Minimax phase error design of allpass variable fractional-delay digital filters by iterative weighted least-squa...

Ngày tải lên: 21/06/2014, 07:20

... Programming 76 (1997), pp 513-532 [6] Y Gao and D F Sun, Calibrating Least Squares Covariance Matrix Problems with Equality and Inequality Constraints, SIAM Journal on Matrix Analysis and Applications ... Y Gao and D F Sun, A Majorized Penalty Approach for Calibrating Rank Constrained Correlation Matrix Problems, manuscript, 2010 38 Bibliography [8] G H Golub and C F Van Loan...

Ngày tải lên: 26/09/2015, 09:56

... the LOS /NLOS identification For example, in [17], the NLOS identification for UWB systems was briefly addressed by comparing the normalized strongest path with a fixed threshold However, for such ... bias Therefore, if NLOS FTs are used in localization, they will degrade the localization accuracy, and it is essential to identify the NLOS FTs and mitigate their effects...

Ngày tải lên: 22/06/2014, 19:20

... TDOA, RSS, and AOA measurements (A1 ) All measurement errors, namely, {nTOA,i }, {nTDOA,i }, {nRSS,i }, and {nAOA,i } are sufficiently small and are modeled as zero-mean Gaussian random variables ... propagation parameter a is known and has a constant value for all RSS measurements (A3 ) The numbers of BSs for location using the TOA, TDOA, RSS, and AOA measurements are at least...

Ngày tải lên: 22/06/2014, 23:20

... concept of Kautz filters Section presents the principles of Kautz modeling and EQ filter design, including both LS design of tap coefficients and principles for Kautz pole selection Loudspeaker equalization ... i=0 N ci2 , (6) 3.2 Direct LS equalization using Kautz filters The equalization method that is of main interest in this paper is the direct EQ configuration...

Ngày tải lên: 22/06/2014, 23:20

... (or serial maps) are contained in the data structure: a symbolic serial map that contains all the cores in the filter and a physical serial map that indicates which cores are assigned to each LE ... Guccione, D Levi, and P Sundararajan, “JBits: Javabased interface for reconfigurable computing,” in 2nd Annual Military and Aerospace Applications of Programmable Devices and Technologie...

Ngày tải lên: 23/06/2014, 01:20

... analysis combines microarray data with ChIP data with the aim of enhancing the estimation of regulator activities and of connectivity strengths In this Our PLS framework allows several drawbacks, ... and it additionally infers meaningful structural components For these reasons PLS is now being adopted as a standard tool for multivariate microarray data analysis, particu...

Ngày tải lên: 13/08/2014, 23:20

... FEM makes it possible to construct general purpose software, many commercial software packages are made available nowadays e.g ABAQUS, ANSYS, etc The FEM has a solid mathematical basis due to the ... good accuracy has been demonstrated viii Nomenclature Nomenclature a Coefficient vector A Linear differential operator B Boundary algebraic operator dc Characteristic length (average no...

Ngày tải lên: 11/09/2015, 16:07

... the annual total pollutant loads during observation periods and to clarify the optimum frequency of routine observation for precise estimation of annual total pollutant loads The flow in the ... during one of the five flooding events The data reflected the differences in traveling time of river water from their main pollutant sources...

Ngày tải lên: 05/09/2013, 09:38

... Expressions (21. 19) and (21. 20) are often rewritten into the so-called normal equations: d − Aw ¯ s sT −(w − w) ˆ ¯ = Emin (21. 21) The results of this section are summarized in Table 21. 2 21. 3.2 Statistical ... gain vector gi in (21. 38) and, hence, we can alternatively rewrite (21. 38) and (21. 39) in the forms: = = gi Pi 21. 5.2 λ−1 γ (i)Pi−1 ui , λ−1 Pi−1 − γ −1 (i)gi giT (21. 41)...

Ngày tải lên: 16/12/2013, 04:15

... requirements of this program consist of an initial demonstration of laboratory capability and an ongoing analysis of spiked samples to evaluate and document data quality The laboratory must maintain records ... µL, analyze each calibration standard according to Section 11 and tabulate peak height or area responses against concentration for each compound and internal st...

Ngày tải lên: 05/03/2014, 21:20

... Comprehensive Capital Analysis and Review 2012: Methodology and Results for Stress Scenario Projections March 13, 2012 BOARD OF G O V E R N O R S OF T H E F E D E R A L RESERVE SYSTEM I Introduction and ... the results of the stress scenario projections and the methodology will provide useful context for market participants, analysts, academics, and...

Ngày tải lên: 06/03/2014, 09:20

Ngày tải lên: 08/03/2014, 05:21