Abrupt Change Detection Method Based on Features of Lorenz Trajectories
نویسندگان
چکیده
This paper presents a definition of bifurcation-type abrupt changes based on the bifurcation features Lorenz trajectories. These are result transition behavior dynamical system trajectories among different equilibrium regions. We demonstrate that these jumps can better reflect nature change. In analyzing equation trajectories, method for detecting is presented. A numerical solution adopted, using curve integral or vector product to construct time series positive and negative values. Changes in sign this accurately determine whether trajectory right left region, points at which equal zero times between regions, is, occurrence changes. completely dependent characteristics system. theoretical approach climate atmospheric model described. Compared with original identifying changes, has dynamic significance detect multi-dimensional series. Although be applied theoretically, applications real data first require smoothed.
منابع مشابه
A new method for abrupt change detection in dynamic structures
Based on Detrended Fluctuation Analysis (DFA), we propose a new method – Moving Detrended Fluctuation Analysis (MDFA) – to detect abrupt change in dynamic structures. Application of this technique shows that this method may be of use in detecting time-instants of abrupt change in dynamic structures and we even find that the MDFA results almost do not depend on length of subseries, and are less ...
متن کاملDetection of a sudden change of the field time series based on the Lorenz system
We conducted an exploratory study of the detection of a sudden change of the field time series based on the numerical solution of the Lorenz system. First, the time when the Lorenz path jumped between the regions on the left and right of the equilibrium point of the Lorenz system was quantitatively marked and the sudden change time of the Lorenz system was obtained. Second, the numerical soluti...
متن کاملJoint synchronization in Eureka 147 DAB system based on abrupt phase change detection
We present a joint symbol, frame, and carrier synchronization method for the Eureka 147 DAB signal in this paper. Symbol timing is determined first by detecting an abrupt change in the phase angle of the complex product between the last quarter of a useful symbol and its cyclic extension in the guard interval. The detection of this abrupt change is based on the maximal likelihood (ML) principle...
متن کاملA Fast Framework for Abrupt Change Detection Based on Binary Search Trees and Kolmogorov Statistic
Change-Point (CP) detection has attracted considerable attention in the fields of data mining and statistics; it is very meaningful to discuss how to quickly and efficiently detect abrupt change from large-scale bioelectric signals. Currently, most of the existing methods, like Kolmogorov-Smirnov (KS) statistic and so forth, are time-consuming, especially for large-scale datasets. In this paper...
متن کاملAction Change Detection in Video Based on HOG
Background and Objectives: Action recognition, as the processes of labeling an unknown action of a query video, is a challenging problem, due to the event complexity, variations in imaging conditions, and intra- and inter-individual action-variability. A number of solutions proposed to solve action recognition problem. Many of these frameworks suppose that each video sequence includes only one ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Atmosphere
سال: 2021
ISSN: ['2073-4433']
DOI: https://doi.org/10.3390/atmos12060781