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Wyszukujesz frazę "linear interpolation" wg kryterium: Temat


Wyświetlanie 1-8 z 8
Tytuł:
Missing-data imputation using wearable sensors in heart rate variability
Autorzy:
Tlija, A.
Węgrzyn-Wolska, K.
Istrate, D.
Powiązania:
https://bibliotekanauki.pl/articles/200516.pdf
Data publikacji:
2020
Wydawca:
Polska Akademia Nauk. Czytelnia Czasopism PAN
Tematy:
data imputation
spline interpolation
linear interpolation
HRV
IoT
Opis:
The objective of this work is to set up a methodology that considers missing data from a connected heartbeat sensor in order to propose a good replacement methodology in the context of heart rate variability (HRV) computation. The framework is a research project, which aims to build a system that can measure stress and other factors influencing the onset and development of heart disease. The research encompasses studying existing methods, and improving them by use of experimental data from case study that describe the participant’s everyday life. We conduct a study to modelize stress from the HRV signal, which is extracted from a heart rate monitor belt connected to a smart watch. This paper describes data recording procedure and data imputation methodology. Missing data is a topic that has been discussed by several authors. The manuscript explains why we choose spline interpolation for data values imputation. We implement a random suppression data procedure and simulate removed data. After that, we implement several algorithms and choose the best one for our case study based on the mean square error.
Źródło:
Bulletin of the Polish Academy of Sciences. Technical Sciences; 2020, 68, 2; 255-261
0239-7528
Pojawia się w:
Bulletin of the Polish Academy of Sciences. Technical Sciences
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Influence of the Length of a Linear Interpolation Line Segment on the Accuracy of a Grinding Wheel Characterized by Variable Curvature
Autorzy:
Bełzo, Artur
Skoczylas, Leszek
Wdowik, Roman
Powiązania:
https://bibliotekanauki.pl/articles/2022493.pdf
Data publikacji:
2022
Wydawca:
Stowarzyszenie Inżynierów i Techników Mechaników Polskich
Tematy:
linear interpolation
grinding wheel
tool’s outline
Opis:
The paper concerns an analysis regarding geometry of a grinding wheel used in grinding of cylindrical worm threads characterized by various geometry. It presents geometrical and physical factors having impact on the dressing process and quality of the grinding wheel. In particular, an attention is paid on the accuracy of a grinding wheel’s outline if it is approximated by linear interpolation line segments which are obtained in the case of dressing on a CNC machine tool. On the basis of two grinding wheel outlines (Archimedes and circular-arched one), the relevance of the length of the segment line on the geometrical accuracy of wheel’s outline has been presented. In the case of development of a wheel dresser path on the CNC machine tool, the necessity of a customized approach has also been indicated.
Źródło:
Advances in Science and Technology. Research Journal; 2022, 16, 1; 316-324
2299-8624
Pojawia się w:
Advances in Science and Technology. Research Journal
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Precise sub-pixel size measurement with linear interpolation
Autorzy:
Yin, A
Yang, Z
Long, G
Powiązania:
https://bibliotekanauki.pl/articles/174568.pdf
Data publikacji:
2015
Wydawca:
Politechnika Wrocławska. Oficyna Wydawnicza Politechniki Wrocławskiej
Tematy:
geometry size measurement
linear image sensor
linear interpolation algorithm
Opis:
High precision automated size measurements are required during industrial and scientific applications. The principle of sub-pixel measuring is based on an intensity interpolation algorithm. Combined with the characteristics of light, a system with high precision, short measuring time and low cost was developed. The proposed system is then applied to the measurement of 5 cm objects and compared with traditional measuring techniques. The experiment demonstrates that the measuring accuracy can reach up to 0.012 μm, and that the measurement size of the system is practical and prompt. In addition, it is able to meet the requirement for industrial applications in a variety of settings with stable performance and high precision.
Źródło:
Optica Applicata; 2015, 45, 1; 113-123
0078-5466
1899-7015
Pojawia się w:
Optica Applicata
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Metody interpolacji liniowej oraz Lagrange’a do uzupełniania trajektorii ruchu 3D
Methods of linear and Lagrange interpolation to fill in 3D motion trajectory
Autorzy:
Pędzioł, M.
Skublewska-Paszkowska, M.
Powiązania:
https://bibliotekanauki.pl/articles/98406.pdf
Data publikacji:
2016
Wydawca:
Politechnika Lubelska. Instytut Informatyki
Tematy:
interpolacja liniowa
wielomian Lagrange'a
uzupełnianie trajektorii 3D
linear interpolation
Lagrange polynomial
filling in the 3D trajectory
Opis:
Podczas rejestracji ruchu z zastosowaniem pasywnego systemu akwizycji ruchu, w trajektorii danego markera może powstać luka, którą w procesie obróbki danych należy uzupełnić. Stosuje się w tym celu różne algorytmy interpolacji. Artykuł przedstawia trzy różne metody interpolacji: liniową, wielomianem Lagrange’a drugiego stopnia oraz piątego stopnia. W oryginalnych danych 3D zostały utworzone dziury, które następnie uzupełniono trzema metodami. Każda metoda została oceniona za pomocą miary odległości Euklidesa dla trzech wymiarów danych oryginalnych oraz po uzupełnieniu trajektorii. W artykule przedstawiono także program do uzupełniania trajektorii, zaimplementowany w języku C++. Przedstawiona analiza dotyczy uzupełnianie trajektorii wybranych markerów z modelu Plug-in Gait podczas chodu osoby.
During the motion registration using passive motion capture system in the marker’s trajectory a gap may appear, which in the data post-processing should be filled in. Various interpolation algorithms are used for this purpose. This article presents three different interpolation methods: linear, polynomial of Lagrange of second degree and fifth degree. In the original 3D data the holes have been created, which are then filled in by mentioned methods. Each method was evaluated by measuring the Euklides distance for three dimensions of the original and interpolated data. The article presents the program to interpolate gaps in the trajectory, implemented in C ++ language. The analysis concerns the interpolation of selected marker’s trajectory which belongs to the Plug-in Gait model while performing walking.
Źródło:
Journal of Computer Sciences Institute; 2016, 2; 81-84
2544-0764
Pojawia się w:
Journal of Computer Sciences Institute
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Autoregressive error-processes, cubic splines and tridiagonal matrices
Autorzy:
Drygas, Hilmar
Powiązania:
https://bibliotekanauki.pl/articles/729816.pdf
Data publikacji:
2003
Wydawca:
Uniwersytet Zielonogórski. Wydział Matematyki, Informatyki i Ekonometrii
Tematy:
autoregressive processes
cubic splines interpolation
linear regression model
time series
Opis:
In the paper formulate for the inversion of some tridiagonal matrices are given. The results can be applied to the autoregressive processes.
Źródło:
Discussiones Mathematicae Probability and Statistics; 2003, 23, 2; 147-165
1509-9423
Pojawia się w:
Discussiones Mathematicae Probability and Statistics
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Robust fuzzy model predictive control of an overhead crane
Autorzy:
Smoczek, J.
Szpytko, J.
Powiązania:
https://bibliotekanauki.pl/articles/242944.pdf
Data publikacji:
2015
Wydawca:
Instytut Techniczny Wojsk Lotniczych
Tematy:
overhead crane
model predictive control
linear parameter varying model
fuzzy interpolation
Opis:
The method of controlling an overhead crane with respect to the variation of operating conditions and control constraints is developed using a model predictive control (MPC) and fuzzy interpolation applied in linear parameter varying (LPV) approach to crane dynamic modelling. The proposed control approach is based on the assumption that operating conditions vary within the known range of scheduling variables, and the parameters of a crane dynamic model can be interpolated by a quasi-linear fuzzy model designed through utilizing the P1-TS fuzzy theory. Hence, a crane dynamic is approximated through interpolation between a set of local linear models determined through identification experiments at the local operating points selected within the bounded intervals of scheduling variables. For the modelling assumptions, the control algorithm is developed based on a generalized predictive control (GPC) procedure taking into consideration the constraints on sway angle of a payload and control signal. Feasibility and applicability of the proposed control technique were confirmed during experiments carried out on a laboratory-scaled overhead crane. The results of experiments are presented and compared with performances of a fuzzy logic-based scheduling control scheme.
Źródło:
Journal of KONES; 2015, 22, 2; 205-212
1231-4005
2354-0133
Pojawia się w:
Journal of KONES
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Robust predictive control of an overhead crane
Autorzy:
Smoczek, J.
Szpytko, J.
Powiązania:
https://bibliotekanauki.pl/articles/243833.pdf
Data publikacji:
2017
Wydawca:
Instytut Techniczny Wojsk Lotniczych
Tematy:
overhead crane
predictive control
linear parameter varying model
recursive estimation
fuzzy interpolation
Opis:
The predictive control scheme is developed for an overhead crane using the generalized predictive procedure applied for the discrete time linear parameter-varying model of a crane dynamic. The robust control technique is developed with respect to the constraints of sway angle of a payload and control input signal. The two predictive strategies are presented and compared experimentally. In the first predictive control scheme, the online estimation of the parameters of a crane dynamic model is performed using the recursive least square algorithm. The second approach is a sensorless anti-sway control strategy. The sway angle feedback signal is estimated by a linear parameter-varying model of an unactuated pendulum system with the parameters interpolated using a quasi-linear fuzzy model designed through utilizing the P1-TS fuzzy theory. The fuzzy interpolator is applied to approximate the parameters of a crane discrete-time dynamic model within the range of scheduling variables changes: the rope length and mass of a payload. The experiments carried out on a laboratory scaled overhead crane confirmed effectiveness and feasibility of the proposed solutions. The implementation of control systems was performed using the PAC system with RX3i controller. The series of experiments carried out for different operating points proved robustness of the control approaches presented in the article.
Źródło:
Journal of KONES; 2017, 24, 2; 231-238
1231-4005
2354-0133
Pojawia się w:
Journal of KONES
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Modelowanie procesu osiadania terenu górniczego Kopalni Węgla Brunatnego Bełchatów - nowe podejście
Land subsidence modeling in mining area of open pit Brown Coal Mine Bełchatów - a new approach
Autorzy:
Palmąka, M.
Powiązania:
https://bibliotekanauki.pl/articles/2074851.pdf
Data publikacji:
2011
Wydawca:
Państwowy Instytut Geologiczny – Państwowy Instytut Badawczy
Tematy:
Bełchatów
GIS
geostatystyka
interpolacja
modele liniowe
modele nieliniowe
osiadanie terenu
Sammon's mapping
mapy samoorganizujące się
SOM
sieci neuronowe
regresja liniowa
geostatistics
interpolation
linear models
land subsidence
self-organizing map
neural networks
multiple linear regression
Opis:
From the beginning of open-pit mining works (i.e. ground massive dewatering, access excavation, cover dumping) in 1976, which were strictly connected with an exposure a brown coal beds on Bełchatów field it was noticed, that a land surface subsided in the vicinity of Brown Coal Mine Bełchatów. Quantitative land subsidence assessments, which are based on deterministic models (elastic ground model, consolidation model), are not efficient enough to simulate the process – adjusted coefficient of determination amounts R2kor2kor
Źródło:
Przegląd Geologiczny; 2011, 59; 245-250
0033-2151
Pojawia się w:
Przegląd Geologiczny
Dostawca treści:
Biblioteka Nauki
Artykuł
    Wyświetlanie 1-8 z 8

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