Results 11 to 20 of about 14,248 (263)
Polar Formed Histogram of Fast Fourier Transform Feature for Time-series Classification Problems [PDF]
Background and Objectives: Time series classification (TSC) means classifying the data over time and based on their behavior. TSC is one of the main machine learning tasks related to time series.
K. Kiaei, H. Omranpour
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Fast Partial Fourier Transform
Given a time series vector, how can we efficiently compute a specified part of Fourier coefficients? Fast Fourier transform (FFT) is a widely used algorithm that computes the discrete Fourier transform in many machine learning applications. Despite its pervasive use, all known FFT algorithms do not provide a fine-tuning option for the user to specify ...
Yong-chan Park, Jun-Gi Jang, U Kang
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Fast Computation of Singular Oscillatory Fourier Transforms
We consider the problem of the numerical evaluation of singular oscillatory Fourier transforms ∫abx-aαb-xβf(x)eiωxdx, where α>-1 and β>-1. Based on substituting the original interval of integration by the paths of steepest descent, if f is analytic ...
Hongchao Kang, Xinping Shao
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A novel secondary code acquisition algorithm for the BDS‐3 B1C signal
The BDS‐3 recently started broadcasting a new civil B1C signal to provide open services for global users, which brings benefits to GNSS‐based applications.
Tongsheng Qiu +4 more
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A Fast Mellin and Scale Transform
A fast algorithm for the discrete-scale (and β-Mellin) transform is proposed. It performs a discrete-time discrete-scale approximation of the continuous-time transform, with subquadratic asymptotic complexity.
Davide Rocchesso, Antonio De Sena
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An Improved Antenna Array Pattern Synthesis Method Using Fast Fourier Transforms
An improved antenna array pattern synthesis method using fast Fourier transform is proposed, which can be effectively applied to the synthesis of large planar arrays with periodic structure.
Xucun Wang, Yiguo Zhou, Yanfei Wang
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Rock heterogeneity (such as mineral inclusions, micro-cracks, micro-voids and other microstructures) significantly affects its nonlinear mechanical behavior and failure process.
Li Mingyao +5 more
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Quantum-inspired algorithms for multivariate analysis: from interpolation to partial differential equations [PDF]
In this work we study the encoding of smooth, differentiable multivariate functions in quantum registers, using quantum computers or tensor-network representations. We show that a large family of distributions can be encoded as low-entanglement states of
Juan José García-Ripoll
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The Future Fast Fourier Transform? [PDF]
The authors propose that an inexact discrete Fourier transform such as an approximate matrix-vector approach based on singular values or a variation of the fast-multipole-based algorithm of \textit{A. Dutt} and \textit{V. Rokhlin} [Appl. Comput. Harmon. Anal. 2, No.
Alan Edelman +2 more
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Generalized Orthogonal Discrete W Transform and Its Fast Algorithm
Based on the generalized discrete Fourier transform, the generalized orthogonal discrete W transform and its fast algorithm are proposed and derived in this paper. The orthogonal discrete W transform proposed by Zhongde Wang has only four types. However,
Jichao Sun, Zhengping Zhang
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