Cyclostationarity : theory and methods-- II : contributions to the 7th Workshop on Cyclostationary Systems and Their Applications, Grodek, Poland, 2014. / Fakher Chaari [and five others], editors.
This book reports on the latest advances in the analysis of non-stationary signals, with special emphasis on cyclostationary systems. It includes cutting-edge contributions presented at the 7th Workshop on "Cyclostationary Systems and Their Applications," which was held in Gródek nad Dunaj...
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Format: | Conference Proceeding eBook |
Language: | English |
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[2015]
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Series: | Applied condition monitoring ;
v. 3. |
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MARC
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245 | 0 | 0 | |a Cyclostationarity : |b theory and methods-- II : contributions to the 7th Workshop on Cyclostationary Systems and Their Applications, Grodek, Poland, 2014. / |c Fakher Chaari [and five others], editors. |
264 | 1 | |a Cham : |b Springer, |c [2015] | |
300 | |a 1 online resource : |b illustrations (some color) | ||
336 | |a text |b txt |2 rdacontent. | ||
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490 | 1 | |a Applied condition monitoring, |x 2363-6998 ; |v volume 3. | |
504 | |a Includes bibliographical references. | ||
505 | 0 | |a Introduction; Simulation Study of Performance of MBB in Overall Mean Estimation Problem for APC Time Series; 1 Introduction; 2 Theoretical Background; 3 Simulation Study; 4 Conclusions; References; Parametric Estimation Problem for a Time Periodic Signal in a Periodic Noise; 1 Introduction; 2 Drift Estimation from a Continuous Time Observation; 2.1 Likelihood; 2.2 Consistency of the Estimator; 2.3 Consistency and Efficiency When f(t,θ)=θf(t) ; 3 Drift Estimation from a Discrete Time Observation; 3.1 Consistency of the Estimator ; 3.2 Study of the Case f(t,θ)=θf(t) ; 4 Simulation. | |
505 | 8 | |a 5 ConclusionReferences; Damage Assessment of Rolling Element Bearing Using Cyclostationary Processing of AE Signals with Electromagnetic Interference; 1 Introduction; 2 Problem Description; 3 Experimental Set-up; 4 Results; 5 Conclusion; References; The Stochastic Recurrence Structure of Geophysical Phenomena; 1 Introduction; 2 Annual Variation of Geophysical Processes; 3 Daily Variation; 4 The Properties of Annual and Daily Characteristic Estimators; 5 Conclusions; References; Influence of Different Signal Characteristics on PAR Model Stability; 1 Introduction. | |
505 | 8 | |a 2 Periodic Autoregressive (PAR) Model2.1 Non-Gaussian Noise; 3 Motivation; 4 Influence of Non-Gaussian Noise to PAR Estimation; 4.1 Methodology; 4.2 Simulation Results; 5 Influence to PAR Estimation for Different Number of Period Repetitions; 5.1 Methodology; 5.2 Simulations; 6 Conclusions; References; Limiting Distributions for Explosive PAR(1) Time Series with Strongly Mixing Innovation; 1 Introduction; 2 Background : PAR(1) Time Series; 3 Explosive Asymptotic Behaviour of the Model; 4 Least Squares Estimation of the Coefficients; 5 Estimation of φ; 6 Simulation; References. | |
505 | 8 | |a PARMA Models with Applications in R1 Introduction; 2 PARMA Time Series Analysis; 2.1 Identification of PC-T Structure; 2.2 Estimation of PARMA Parameters; 2.3 Goodness of Fit and Model Selection; 3 Real Data Example; 3.1 Data; 3.2 Non-parametric Spectral Analysis; 3.3 Preliminary Identification and Conditioning; 3.4 Identification; 3.5 Model Fitting; 3.6 Short Time Prediction for PAR Models; 4 Simulated Data Example; 5 Conclusions; References; Multidimensional Analysis of New Zealand Electricity Prices; 1 Introduction; 2 Main Features of New Zealand Electricity Prices. | |
505 | 8 | |a 2.1 New Zealand Electricity Market2.2 Relationship Between Respective Price Data Corresponding to Analysed Nodes; 2.3 Relationship Between Price Data and Deterministic Factors; 3 Multivariate Autoregressive Model with Non-Gaussian Structure; 3.1 The VAR Model with Non-Gaussian Structure; 4 Real Data Analysis; 4.1 Model 1; 4.2 Model 2; 5 Conclusions; References; Imputation of Missing Observations for Heavy Tailed Cyclostationary Time Series; 1 Introduction; 2 Estimation of the Model Parameters; 3 Simulation Study; 4 Conclusions; References. | |
520 | |a This book reports on the latest advances in the analysis of non-stationary signals, with special emphasis on cyclostationary systems. It includes cutting-edge contributions presented at the 7th Workshop on "Cyclostationary Systems and Their Applications," which was held in Gródek nad Dunajcem, Poland, in February 2014. The book covers both the theoretical properties of cyclostationary models and processes, including estimation problems for systems exhibiting cyclostationary properties, and several applications of cyclostationary systems, including case studies on gears and bearings, and metho. | ||
588 | 0 | |a Online resource; title from PDF title page (Ebsco, viewed April 21, 2015) | |
650 | 0 | |a Cyclostationary waves |v Congresses. | |
650 | 0 | |a Signal processing |x Digital techniques |x Mathematics |v Congresses. | |
650 | 7 | |a Cyclostationary waves. |2 fast |0 (OCoLC)fst00886010. | |
650 | 7 | |a Signal processing |x Digital techniques |x Mathematics. |2 fast |0 (OCoLC)fst01118294. | |
655 | 7 | |a Conference papers and proceedings. |2 fast |0 (OCoLC)fst01423772. | |
700 | 1 | |a Chaari, Fakher, |e editor. | |
711 | 2 | |a Workshop on Cyclostationary Systems and Their Applications |n (7th : |d 2014 : |c Grodek, Poland) | |
776 | 0 | 8 | |i Printed edition: |z 9783319163291. |
830 | 0 | |a Applied condition monitoring ; |v v. 3. | |
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