Informacja

Drogi użytkowniku, aplikacja do prawidłowego działania wymaga obsługi JavaScript. Proszę włącz obsługę JavaScript w Twojej przeglądarce.

English (EN)·Polski (PL)·Yкраїнський (UK)
Przejdź do strony domowej biblioteki Centralna Biblioteka Wojskowa Link otwiera się w nowym oknie Logo biblioteki Prolib Integro - strona głównaCentralna Biblioteka Wojskowa

Wyszukujesz frazę "least-square" wg kryterium: Temat

  Lista filtrów
Wyrównaj
Wyświetlanie 1-15 z 38
Tytuł:
Amended Adaptive Algorithm for Corpus Based Improved Speech Enhancement
Autorzy:
Priya, P. Shanmuga
Nidhyananthan, S. Selva
Kumari, R. Shantha Selva
Powiązania:
https://bibliotekanauki.pl/articles/226976.pdf
Data publikacji:
2019
Wydawca:
Polska Akademia Nauk. Czytelnia Czasopism PAN
Tematy:
least mean square
normalised least mean square
amended normalised least mean square
blind source separation
Opis:
Speech enhancement objective is to improve the noisy speech signals for human perception. The intention of speech enhancement algorithm is to improve the performance of the communication, when the signal is occluded by noise. The quality and intelligibility of speech is reduced because of the presence of background noise. There are various adaptive filtering algorithms for speech enhancement. The existing least mean square and normalised least mean square algorithms have the problem of choosing the step size that guarantees the stability of the algorithm. To overcome this problem, we focus on speech enhancement by amended adaptive filtering. The proposed algorithm follows blind source separation strategy using adaptive filtering. Comparison of existing adaptive filtering algorithms with proposed algorithm justifies the amendment incorporated in this paper. Taking the objective criteria into account the algorithms has been tested for segmental signal to noise ratio (SegSNR), segmental mean square error (SegMSE), signal to noise ratio and mean square error. The proposed algorithm can be used for hand-free cell phone, hearing aids and teleconferencing systems.
Źródło:
International Journal of Electronics and Telecommunications; 2019, 65, 3; 513-517
2300-1933
Pojawia się w:
International Journal of Electronics and Telecommunications
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Application the GPS observations in SPP method for aircraft positioning in flight experiment in Dęblin, Poland (01.06.2010)
Autorzy:
Krasuski, K.
Powiązania:
https://bibliotekanauki.pl/articles/384209.pdf
Data publikacji:
2017
Wydawca:
Sieć Badawcza Łukasiewicz - Przemysłowy Instytut Automatyki i Pomiarów
Tematy:
GPS
SPP method
HPL
VPL
least square estimation
Opis:
In this article, the results of GPS positioning in civil aviation are presented. The flight test was conducted using Cessna 172 aircraft in Dęblin on 1st of June 2010. The aircraft position was determinated using Single Point Positioning method for GPS code observations. The numerical computations were executed in Aircraft Positioning Software (APS) in Scilab 5.4.1 language. The average accuracy of aircraft position is higher than 11 m in horizontal coordinates and about 13 m in vertical plane, respectively.
Źródło:
Journal of Automation Mobile Robotics and Intelligent Systems; 2017, 11, 1; 42-47
1897-8649
2080-2145
Pojawia się w:
Journal of Automation Mobile Robotics and Intelligent Systems
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Estimation differential code biases (DCB) P1-C1 using GLONASS data in flight experiment on the Dęblin aerodrome (01.06.2010)
Wyznaczenie opóźnień sprzętowych DCB P1-C1 z użyciem obserwacji GLONASS w eksperymencie lotniczym na lotnisku w Dęblinie (01.06.2010)
Autorzy:
Krasuski, K.
Powiązania:
https://bibliotekanauki.pl/articles/270984.pdf
Data publikacji:
2017
Wydawca:
Centralny Ośrodek Badawczo-Rozwojowy Aparatury Badawczej i Dydaktycznej, COBRABiD
Tematy:
GLONASS
DCB
CODE
least square estimation
metoda najmniejszych kwadratów
Opis:
The studies results of instrumental biases DCB (Differential Code Biases) P1-C1 and their accuracy are presented in this paper. The research test was realized using GLONASS kinematic data (e.g. code observations P1 and C1) from dual-frequency Topcon Hiper Pro receiver. The Topcon Hiper Pro receiver was installed in Cessna 172 plane during flight experiment on the Dęblin military aerodrome on 1st June 2010. The instrumental biases DCB P1-C1 were estimated in SciTEC Toolbox software package in post-processing mode. The instrumental biases DCB P1-C1 are applied for correction the values of receiver and satellite clock bias in adjustment processing of GLONASS observations. In this article, the instrumental biases DCB P1-C1 for satellites are also compared with CODE products. The mean differ- ence of DCB P1-C1 bias for satellites between SciTEC and CODE solution amounts to 0.136 ns, whereas the RMS bias equals to 3.783 ns.
W artykule zaprezentowano rezultaty badań dotyczące wyznaczenia opóźnień sprzętowych DCB P1-C1 oraz ich dokładności. Test badawczy został zrealizowany z użyciem obserwacji kinematycznych GLONASS (P1 i C1) z dwuczęstotliwościowego odbiornika Topcon Hiper Pro. Odbiornik Topcon Hiper Pro został zainstalowany w samolocie Cessna 172 podczas eksperymentu lotniczego na lotnisku w Dęblinie w dniu 01.06.2010. Opóźnienia sprzętowe DCB P1-C1 zostały wyznaczone w programie SciTEC Toolbox w trybie post-processingu. Opóźnienia sprzętowe DCB P1-C1 są stosowane w opracowaniu obserwacji GLONASS do korekcji wartości poprawki chodu zegara odbiornika i satelity. W artykule dokonano rów- nież porównania opóźnień sprzętowych dla satelitów DCB P1-C1 z produktami CODE. Średnia różnica wartości opóźnień sprzętowych dla satelitów DCB P1-C1 pomiędzy rozwiązaniem SciTEC i CODE wynosi 0,136 ns, a błąd RMS jest równy 3,783 ns.
Źródło:
Aparatura Badawcza i Dydaktyczna; 2017, 22, 1; 72-77
2392-1765
Pojawia się w:
Aparatura Badawcza i Dydaktyczna
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
A Case Study in Cianjur West Java, Indonesia: A Correlation Humic and Fulvic Acids with Mineralogical Composition and Physico-Chemical Analysis Using Partial Least Square
Autorzy:
Mulyani, Oviyanti
Joy, Benny
Kurnia, Dikdik
Powiązania:
https://bibliotekanauki.pl/articles/1838395.pdf
Data publikacji:
2021
Wydawca:
Polskie Towarzystwo Inżynierii Ekologicznej
Tematy:
soils properties
humic acid
fulvic acid
partial least square
Opis:
Humic and fulvic acids are important materials for the health of the soil. This is related to the capability of humic and fulvic acids as chelating agent for pollutant in soil. The relationship between humic and fulvic acids with that of the soil properties is an important aspect to determine the characteristics of soil. Furthermore, production of humic and fulvic acids is a time-consuming process with several stages. Regarding this problem, the selection of sample size to study humic and fulvic acids is important. The relationship between the soil properties was analysed using the Partial Least Square (PLS) analysis, which is regarded as a solution to solve the analysis of complicated problems by offering a powerful approach. This study aimed to analyse the relationship between humic and fulvic acids, in terms of their mineral and physicochemical properties using the PLS method. The study was carried out in West Java, Indonesia. The results showed that the relationship between the chemical, physical, mineral contents with humic and fulvic acids, affected the negative and positive aspects of the relationship. Humic acids had a weak to good model category (0.269–0.940) with regards to the soil properties, and fulvic acids had a moderate model category (0.495–0.603) against all soil properties. Thus, the PLS method can solve a problem in study relationship between the soil properties with small sample and can help in understanding the soil characteristics in general.
Źródło:
Journal of Ecological Engineering; 2021, 22, 5; 191-204
2299-8993
Pojawia się w:
Journal of Ecological Engineering
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Application of multiple moving approximation with polynomials in curve smoothing
Autorzy:
Pawletko, R.
Polanowski, S.
Powiązania:
https://bibliotekanauki.pl/articles/246390.pdf
Data publikacji:
2010
Wydawca:
Instytut Techniczny Wojsk Lotniczych
Tematy:
multiple moving least-square approximation
decomposition and separation of disturbances
Opis:
The paper has characterized the method of multiple moving least-square approximation with polynomials, known as the Savitzky-Golay filter. This method enables smoothing the measurement series, decomposition and separation of disturbances, generation of derivatives as well as approximate integration of measurement series. The smoothing properties of the method as well as the possibilities of separation and decomposition of disturbances are shown on the examples of treatment of the selected indicator graph. The attention was paid to the need for additional application of special filters in case of abnormal impulse deviations. The examples show that in case of the analyzed curve, the results of smoothing by means of several wave filters from Wavelet Explorer package, are worse than those received with the methods of moving approximation. On the derivatives of smoothened curve by means of wavelet filters, there are significant oscillations, what is typical of the whole-interval approximation with spline functions. One should highlight the high simplicity of algorithms of multiple moving approximation and associated with this, high speed of operation, what particularly predisposes this method of data processing in an on-line mode. The authors presented their own proposals of programs for measurement data processing with the method of multiple moving approximation with polynomials, with the possibility of selection of an approximation polynomial to the fifth degree. The programs were developed in the Excel and Delphi environment.
Źródło:
Journal of KONES; 2010, 17, 2; 395-401
1231-4005
2354-0133
Pojawia się w:
Journal of KONES
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Application the GPS code observations in BSSD method for recovery the position of the aircraft
Autorzy:
Krasuski, K.
Powiązania:
https://bibliotekanauki.pl/articles/384486.pdf
Data publikacji:
2017
Wydawca:
Sieć Badawcza Łukasiewicz - Przemysłowy Instytut Automatyki i Pomiarów
Tematy:
GPS
BSSD method
air navigation
least square estimation
air transport
Opis:
In this paper, the results of aircraft positioning based on GPS code observations in air aviation are presented. The aircraft position was recovery using Between Satellite Single Difference (BSSD) method in GPS system. The BSSD method was applied for designation the precise position of Cessna 172 plane in flight test in air navigation. The coordinates of Cessna 172 plane were determinated using least square estimation in XYZ geocentric frame. The average accuracy of aircraft position equals to 0.797 m for X axis, 0.496 m for Y axis and 0.966 m for Z axis, respectively. In addition, the protection level of HPL parameter amounts to 4.991 m and 5.749 m for VPL term. In paper, the XYZ coordinates of Cessna 172 plane were also compared with PPP solution from GAPS software. The value of RMS bias is about 1.642 m for X axis, 0.902  m for Y axis and 0.892 m for Z axis, respectively.
Źródło:
Journal of Automation Mobile Robotics and Intelligent Systems; 2017, 11, 3; 45-52
1897-8649
2080-2145
Pojawia się w:
Journal of Automation Mobile Robotics and Intelligent Systems
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Determinants method of explanatory variables set selection to linear model
Autorzy:
Rzymowski, W.
Surowiec, A.
Powiązania:
https://bibliotekanauki.pl/articles/102317.pdf
Data publikacji:
2014
Wydawca:
Stowarzyszenie Inżynierów i Techników Mechaników Polskich
Tematy:
linear regression analysis
least square parameter estimation
relative error
Gram matrix
Opis:
The determinants method of explanatory variables set selection to the linear model is shown in this article. This method is very useful to find such a set of variables which satisfy small relative error of the linear model as well as small relative error of parameters estimation of this model. Knowledge of the values of the parameters of this model is not necessary. An example of the use of the determinants method for world’s population model is also shown in this article. This method was tested for 224 – 1 models for a set of 23 potential explanatory variables. 5 world’s population models with one, two, three, four and five explanatory variables were chosen and analysed.
Źródło:
Advances in Science and Technology. Research Journal; 2014, 8, 23; 80-87
2299-8624
Pojawia się w:
Advances in Science and Technology. Research Journal
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Problems in Modelling Charge Output Accelerometers
Autorzy:
Tomczyk, K.
Powiązania:
https://bibliotekanauki.pl/articles/221482.pdf
Data publikacji:
2016
Wydawca:
Polska Akademia Nauk. Czytelnia Czasopism PAN
Tematy:
weighted least square method
charge output accelerometer
mathematical modelling
parameter estimation
Opis:
The paper presents major issues associated with the problem of modelling change output accelerometers. The presented solutions are based on the weighted least squares (WLS) method using transformation of the complex frequency response of the sensors. The main assumptions of the WLS method and a mathematical model of charge output accelerometers are presented in first two sections of this paper. In the next sections applying the WLS method to estimation of the accelerometer model parameters is discussed and the associated uncertainties are determined. Finally, the results of modelling a PCB357B73 charge output accelerometer are analysed in the last section of this paper. All calculations were executed using the MathCad software program. The main stages of these calculations are presented in Appendices A−E.
Źródło:
Metrology and Measurement Systems; 2016, 23, 4; 645-659
0860-8229
Pojawia się w:
Metrology and Measurement Systems
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Application of Cobb-Douglas Production Function to Manufacturing Industries in West Sumatra Indonesia
Autorzy:
Nurunnajib, Ahfazh Fauzy
Wulan, Elis Ratna
Awalluddin, Asep Solih
Supian, Sudradjat
Subiyanto, Subiyanto
Powiązania:
https://bibliotekanauki.pl/articles/1177721.pdf
Data publikacji:
2018
Wydawca:
Przedsiębiorstwo Wydawnictw Naukowych Darwin / Scientific Publishing House DARWIN
Tematy:
Cobb-Douglas Production Function
Least Square Estimation
Manufacturing Industry
Newton Raphson Method
Opis:
In this paper, we discusses one of the production functions that shows the relationship between the level of output and the level of input combinations that called Cobb-Douglas production function. The estimation method used is the least square estimation with the settlement using Newton Raphson iteration. The Cobb-Douglas production function is applied to five selected manufacturing industries in West Sumatra. From the research result, the return to scale (RTS) of the rubber and plastic goods industry is 0.8424 and the return to scale of the food and beverage industry is 0.8496 in which the two industries produce RTS <1. Whereas return to scale of the publishing and printing industry is 1.0460, the return to scale of the textile industry is 1.0018, and the return to scale of the non-metallic mining industry is 1.3384. Of the three industries each produce RTS> 1.
Źródło:
World Scientific News; 2018, 101; 145-156
2392-2192
Pojawia się w:
World Scientific News
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Comparison of linear interpolation and arctan approximation of one-dimensional monotonic utility functions based on experimental data
Autorzy:
Nikolova, N.
Tenekedjiev, K.
Dong, F.
Hirota, K.
Powiązania:
https://bibliotekanauki.pl/articles/969632.pdf
Data publikacji:
2009
Wydawca:
Polska Akademia Nauk. Instytut Badań Systemowych PAN
Tematy:
utility function
interpolation
approximation
weighted least square
goodness-of-fit
statistical tests
Opis:
Elicitation of utilities is among the most time consuming tasks in decision analysis. We search for ways to shorten this phase without compromising the quality of results. We use the results from an empirical experiment with 104 participants. They elicited 9 inner nodes from their one-dimensional utility function over monetary gains and losses using three elicitation techniques. A specific feature of the results is their interval character, as the elicitators are fuzzy rational individuals. The data is used to construct arctan-approximated and linearly interpolated utilities and to compare the results. We form partial samples with 3, 4 and 5 nodes for each participant and each elicitation method, and again interpolate/approximate the utilities. We introduce goodness-of-fit and deterioration measures to analyze the decrease in quality of the utility function due to reduced data nodes. The analysis, using paired-sample tests, leads to the following conclusions: 1) arctan-approximation is more adequate than linear interpolation over the whole samples; 2) 5 inner nodes are sufficient to construct a satisfactory arctan-approximation; 3) arctan-approximation and linear interpolation are almost equal in quality over the partial samples, but the local risk aversion of the linearly interpolated utility function is of poor quality unlike that of the arctan-approximated utility function.
Źródło:
Control and Cybernetics; 2009, 38, 3; 835-861
0324-8569
Pojawia się w:
Control and Cybernetics
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Computational and Statistical Aspects of Determining Ships Position
Autorzy:
Drapella, A.
Morgaś, W.
Powiązania:
https://bibliotekanauki.pl/articles/320950.pdf
Data publikacji:
2017
Wydawca:
Polskie Forum Nawigacyjne
Tematy:
determining ship’s position
Least Square method
conjugate gradient
Monte Carlo method
Opis:
In its mathematical essence, the task of determining ship’s position coordinates, is to minimize appropriately defined goal function. This paper proposes to use the method of conjugate gradient for this purpose. The reason is that calculations may be performed in some seconds time because Microsoft and Apache implemented the conjugate gradient method as a tool called the Solver and embedded this tool in their widely offered and popular spreadsheets, namely Excel and the Open Office Calc, respectively. Further in this paper it is shown how to precisely assess errors of ship’s position coordinates with the Monte Carlo method that employs the Solver.
Matematyczna istota wyznaczania współrzędnych pozycji okrętu to minimalizacja odpowiednio zdefiniowanej funkcji celu. Artykuł proponuje wykorzystanie do tego metody gradientu sprzężonego. Dzięki niej obliczenia mogą być wykonane w kilka sekund, ponieważ Microsoft i Apache zaimplementowały metodę gradientu sprzężonego jako narzędzie nazwane Solver i umieściły je w swych szeroko oferowanych i popularnych arkuszach kalkulacyjnych: Excelu i Open Office Calc. W artykule pokazano także, jak precyzyjnie określić błędy oszacowania współrzędnych pozycji okrętu metodą Monte Carlo.
Źródło:
Annual of Navigation; 2017, 24; 5-18
1640-8632
Pojawia się w:
Annual of Navigation
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Proces kalibracji głowic pomiarowych dla systemu pomiaru sił wykorzystywanego podczas montażu kotła energetycznego 1100MW
Calibration process of measurement units for the force sensor system used during 1100MW power boiler erection procedure
Autorzy:
Bialic, G.
Zmarzły, M.
Szmechta, M.
Stanisławski, R.
Powiązania:
https://bibliotekanauki.pl/articles/151677.pdf
Data publikacji:
2009
Wydawca:
Stowarzyszenie Inżynierów i Techników Mechaników Polskich
Tematy:
kalibracja
pomiar sił
metoda najmniejszych kwadratów
calibration
force measurement
least square method
Opis:
Zaproponowane zastosowanie pomiarów elektronicznych oraz systemu komputerowego podczas montażu konstrukcji kotła energetycznego ma na celu zwiększenie poziomu bezpieczeństwa procesu montażowego. System FSS (Force Sensor System) monitorujący siły działające na stalowe cięgna podczas procedury tymczasowego wciągania "bandaży" daje możliwość weryfikacji obliczeń projektowych dla technologii montażu kotła. Dane zgromadzone przez system pozwolą w przyszłości na uniknięcie ewentualnych błędów, które mogą pojawić się w fazie projektowej. Dla zapewnienia wysokiej precyzji pomiaru wartości sił kalibrowane zostały kompletne głowice pomiarowe. Specjalnie w tym celu zaprojektowano, wykonano i przetestowano komputerowy system kalibrujący. System ten współpracuje z prasą hydrauliczną, posiadającą aktualną legalizację. Przeprowadzone badania systemu wykazały poprawność proponowanych rozwiązań technicznych a dokładność kalibracji spełnia postawione wymagania technologiczne.
The main goal of using electronic measurements and a computer system during the power boiler erection is to ensure the highest process safety level. The FSS (Force Sensor System) applied to force monitoring allows designers to verify the computations carried out for the technology of the power boiler erection. The data acquisited by FSS will let designers avoid eventual faults in the future. In order to ensure the high precision of measurements, the authors decided that complete measurement units should be calibrated. For that purpose a special automatic calibration system for FSS measurement units was designed and realised. This system cooperates with a legalised hydraulic press. Numerous tests proved that the proposed solution is correct and the accuracy of calibration meets the technological requirements. The computer system (Fig. 1) of automatic calibration consists of: 1) a legalised hydraulic press of the range 1000 kN,a measurement interface of instant force values with a high precision linear displacement sensor (Fig. 3) and a communication unit; these components determine the system master value, 2) a computer system supervising the calibration process. This computer unit displays instantaneous master and slave values of the force, calculate and update the calibration parameters of an amplifier. The calibration system for FSS modules is characterized by the linear relation between the voltage across the strain gauge bridge of the range 0-15mV and the master value obtained from the press. For that reason the estimation of the measured value using a linear function was suggested (1). The automation of the calibration process is obtained as a result of the following procedure: a) sampling the master and measured values in discrete time instants with the frequency of 1Hz, b) the calibration time should be within the range of 1-2 min, c) determining the value of b parameter - corresponding to zero force, d) data selection for the estimation algorithm resulting from technological limits, e) determining the slope of the straight line factor a by means of the least square algorithm.
Źródło:
Pomiary Automatyka Kontrola; 2009, R. 55, nr 2, 2; 114-116
0032-4140
Pojawia się w:
Pomiary Automatyka Kontrola
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Soft-constrained predictive control for an overhead crane
Autorzy:
Smoczek, J.
Szpytko, J.
Powiązania:
https://bibliotekanauki.pl/articles/242511.pdf
Data publikacji:
2017
Wydawca:
Instytut Techniczny Wojsk Lotniczych
Tematy:
overhead crane
predictive control
recursive least square estimation
particle swarm optimization (PSO)
Opis:
Reduction of transient and residual payload swing in crane systems is a key control objective to guarantee the safety and efficiency requirements. The fast and accurate payload positioning with swing suppression within the acceptable range to avoid accidents is the challenging problem due to the underactuated nature of crane systems. Since the actuated motion causes undesirable payload swing, the efficient control method should be developed to ensure fast and precise payload positioning and meet the safety requirements. The standard model predictive control method is not suitable for underactuated mechanical systems. In this article the two, soft and hard-constrained antisway predictive control strategies are compared in experiments carried out on a laboratory scaled overhead travelling crane. The both control schemes are developed based on the linear parameter-varying model of a planar crane system. The recursive least square algorithm with parameter projection is used to estimate the model parameters. The soft-constrained optimization problem is solved using the particle swarm optimization algorithm with the inertia weight linearly decreasing during iteration. The metaheuristic optimizer is applied to determine the sequence of optimal control increments subject to the hard constraint of the control input and soft constraint of the payload swing. The comparison of hard and soft-constrained predictive controllers is carried out on a laboratory stand for different payload deflection constraints.
Źródło:
Journal of KONES; 2017, 24, 3; 291-298
1231-4005
2354-0133
Pojawia się w:
Journal of KONES
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
The Static Unbalance Analysis and Its Measurement System For Gimbals Axes of an Inertial Stabilization Platform
Autorzy:
Yang, H.
Zhao, Y.
Li, M.
Wu, F.
Powiązania:
https://bibliotekanauki.pl/articles/221513.pdf
Data publikacji:
2015
Wydawca:
Polska Akademia Nauk. Czytelnia Czasopism PAN
Tematy:
inertial stabilization platform
mass eccentricity
angular position turntable
dynamical model
least-square fitting
Opis:
To reduce the influence of the static unbalance on an infrared missile guidance system, a new static unbalance measure system for the gimbals axes has been developed. Considering the coupling effects caused by a mass eccentricity, the static balance condition and measure sequence for each gimbal axis are obtained. A novel static unbalance test approach is proposed after analyzing the dynamic model of the measured gimbal axis. This approach is to drive the measured gimbal axis to do sinusoidal reciprocating motion in a small angle and collect its drive currents in real time. Then the static unbalance of the measured gimbal axis can be obtained by the current multi-cycle integration. Also a measuring system using the proposed approach has been developed. A balanced simulator is used to verify the proposed approach by the load and repeatability tests. The results show the proposed approach enhances the efficiency of the static unbalance measurement, and the developed measuring system is able to achieve a high precision with a greater stability.
Źródło:
Metrology and Measurement Systems; 2015, 22, 1; 51-68
0860-8229
Pojawia się w:
Metrology and Measurement Systems
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Real time motion compensation technology based on least square support vector machine prediction
Autorzy:
Song, Zhehan
Feng, Huajun
Xu, Zhihai
Li, Qi
Powiązania:
https://bibliotekanauki.pl/articles/2086762.pdf
Data publikacji:
2022
Wydawca:
Politechnika Wrocławska. Oficyna Wydawnicza Politechniki Wrocławskiej
Tematy:
motion compensation
motion prediction
dual-resolution camera system
least square support vector machine
Opis:
When cameras are used in aerial photography, satellite imaging or other scenes, the motion of the observational target causes image blur. The corresponding motion compensation systems often present some response delay. Thus, we introduce effective and fast motion prediction for the target to achieve steady real-time motion compensation. We first analyze the target motion states to propose a fast and robust prediction method based on the least square support vector machine algorithm. Then, we evaluate the performance between ours and other state-of-the-art methods through experiments. Experimental results confirm that the proposed method provides a fast and robust prediction for target motion. At last, we embed our method with dual-resolution camera system to perform high-quality motion compensation effect in real time.
Źródło:
Optica Applicata; 2022, 52, 2; 259--272
0078-5466
1899-7015
Pojawia się w:
Optica Applicata
Dostawca treści:
Biblioteka Nauki
Artykuł
Wyświetlanie 1-15 z 38

Ta witryna wykorzystuje pliki cookies do przechowywania informacji na Twoim komputerze. Pliki cookies stosujemy w celu świadczenia usług na najwyższym poziomie, w tym w sposób dostosowany do indywidualnych potrzeb. Korzystanie z witryny bez zmiany ustawień dotyczących cookies oznacza, że będą one zamieszczane w Twoim komputerze. W każdym momencie możesz dokonać zmiany ustawień dotyczących cookies