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Blind equalization using higher order cumulants and neural network
IEEE Transactions on Signal Processing, 1994The paper develops a new method to achieve blind equalization in digital communication for linear finite impulse response (FIR) systems, whether the systems are minimum phase or not. This new approach divides the problem into two parts. First, it employs the characteristic of the linear system to estimate the original channel based on the fourth-order ...
Shaomin Mo, Bahram Shafai
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Weak convergence using higher-order cumulants
Journal of Theoretical Probability, 1992Let \(c_ j(F)\) denote the \(j\)-th cumulant of the distribution function \(F\). The main result of the paper can be formulated as follows. Let \(\{F_ n\}\) be a sequence of distribution functions and let \(F\) be a distribution function which is specified by its higher-order cumulants (this notion is defined in the appropriate way, similar as in the ...
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Higher order log-cumulants for texture analysis of PolSAR data
2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2016The log-cumulants of the second and third order are widely used to determine the statistical model of PolSAR data. However, same values of these statistics could result from both the product model and the mixture model, which represent two different physical scenarios.
Xinping Deng, Carlos López-Martínez
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A fast algorithm for estimating higher-order cumulants
Proceedings of Third International Conference on Signal Processing (ICSP'96), 2002In many problems of digital signal processing, it is required to estimate higher-order cumulants of a given process. We present a fast, inexpensive, and unbiased cumulant estimator. This estimator is based on, a polarity scheme. Unbiasedness is achieved by the addition of statistically independent auxiliary noise sources to the input signals.
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Dynamic higher-order cumulants analysis for state monitoring based on a novel lag selection
Information Sciences, 2016Youqing Wang, Biao Huang
exaly
UAV Detection with the Variance of Higher-Order Cumulants
2024 IEEE Wireless Communications and Networking Conference (WCNC)Nanzhou Hu +5 more
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A new approach for geological pattern recognition using high-order spatial cumulants
Computers and Geosciences, 2010Hussein Mustapha +1 more
exaly
High-order cumulants from the 3-dimensional spin models
Nuclear Physics A, 2013Xue Pan, Lizhu Chen, X S Chen
exaly

