Fractional lower order moments
WebAbstract: We propose several classes of fractional lower order moment (FLOM)-based matrices that can be used with MUSIC to estimate the DOAs of independent circular signals embedded in additive S/spl alpha/S (symmetric /spl alpha/ stable) noise (e.g., sea clutter). We run simulations with different choices of the FLOM parameter p for our FLOM-based … WebNov 26, 2024 · Professor Nikias’s team and the related researchers who continue to study this situation defined fractional lower-order statistics (FLOS), which can replace the SOS used in the conventional signal processing methods, including robust covariation (ROC) , fractional lower-order moment (FLOM) [13, 14], and phased fractional lower-order …
Fractional lower order moments
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is p order moment … WebThe fractional lower order moments, with both positive and negative orders, and their applications to signal processing are introduced. Then we present a new algorithm for blind channel identification using the output fractional lower order moments, and the /spl alpha/-Spectrum, a new spectral representation for impulsive signals, is introduced.
WebJan 1, 2024 · This paper presents a novel spectrum sensing scheme based on fractional lower order moment (FLOM) for the detection of a primary user in non-Gaussian … WebJun 1, 2015 · This paper presents a novel spectrum sensing scheme based on fractional lower order moment (FLOM) for the detection of a primary user in non-Gaussian …
WebJul 28, 2024 · In , the authors proposed new subspace methods based on fractional lower-order moment (FLOM) covariance estimates, and the robust covariation-based MUSIC (ROC-MUSIC) used covariations under the assumption that the signals and the additive noise are jointly SαS, which does not hold always because signals of interest are … WebAug 1, 2024 · The filtered-x least mean p-power algorithm—based on minimizing the fractional lower order moment—gives a robust performance for impulsive ANC; however, its convergence speed is very slow.
WebAug 26, 2024 · As fractional lower-order moments can only be applied on symmetric α-stable random variables, the energy redistribution method is used, so reverberation …
WebApr 7, 2024 · In order to solve the above problems, the method of fractional low-order moment is proposed in Ma and Nikias. 7 Due to the contribution of Ma and Nikias, 7 the existing subspace-based algorithm, such as Multiple Signal Classification (MUSIC) 8 and Signal Parameters via Rotational Invariance Techniques (ESPRIT), 9 can be used in the … myriam bourasseauWebJul 1, 1994 · These moments are called fractional lower-order moments (FLOM's). Let X be a SaS random variable with dispersion "Y > O. Define the norm of X as IIX/la = { ~-: (5) If X, Y are jointly SaS, the distance between X and Y is defined as d(X, Y) = /IX - Y/la (6) where C(p, a) depends only on a and p. Thus, the distance between two SaS random ... the sole sistasWebAug 28, 2014 · Fractional-Order Moments. Commonly seen in physics (and statistics) are the concepts of moments of order zero (mass), one (center of mass), and two (moment … the sole sisters