Distributed Parameter Estimation for Univariate Generalized Gaussian Distribution over Sensor Networks
Sign Up to like & getrecommendations! Published in 2017 at "Circuits, Systems, and Signal Processing"
DOI: 10.1007/s00034-016-0345-0
Abstract: Generalized Gaussian distribution (GGD) is one of the most prominent and widely used parametric distributions to model the statistical properties of various phenomena. Parameter estimation for these distributions becomes a fundamental problem. However, most of… read more here.
Keywords: distributed parameter; estimation; generalized gaussian; parameter estimation ... See more keywords
Packaged food detection method based on the generalized Gaussian model for line-scan Raman scattering images
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Food Engineering"
DOI: 10.1016/j.jfoodeng.2019.04.005
Abstract: Abstract Packaged food safety has gained increasing attention worldwide. Existing analytical methods pose difficulties in accurately measuring food quality without destroying the packaging. In this study, a nondestructive detection method for packaged food was proposed… read more here.
Keywords: generalized gaussian; food; raman; gaussian model ... See more keywords
Signal Detection in Generalized Gaussian Distribution Noise With Nakagami Fading Channel
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2895627
Abstract: A fractional order moments-based detector is proposed for the detection of weak signals in additive impulsive noise environment assumed as generalized Gaussian distribution with properly selected parameter values. The asymptotic detection performance is derived and… read more here.
Keywords: noise nakagami; generalized gaussian; nakagami fading; noise ... See more keywords
Robust DRSS Based Localization in Sensor Networks With Generalized Gaussian Noise
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Communications Letters"
DOI: 10.1109/lcomm.2022.3205740
Abstract: This letter addresses the problem of robust differential received signal strength (DRSS) based localization in the presence of generalized Gaussian noise. Instead of transforming the nonlinear equation into a pseudo-linear equation, we develop a maximum… read more here.
Keywords: localization; gaussian noise; tex math; inline formula ... See more keywords
Capacity of Peak and Average Power Constrained Additive Generalized Gaussian Noise Channels
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Communications Letters"
DOI: 10.1109/lcomm.2022.3208888
Abstract: In this letter, we derive new closed-form, lower and upper bounds on the capacity of the additive white generalized Gaussian noise (AWGGN) channel with both peak and average power constraints. Analytically, we prove that the… read more here.
Keywords: average power; capacity; gaussian noise; peak average ... See more keywords
Shape Parameter Estimator of the Generalized Gaussian Distribution Based on the MoLC
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2017.2787558
Abstract: A novel estimator for the shape parameter of the generalized Gaussian distribution (GGD) is proposed based on the method of logarithmic cumulants. First, the expression of the log-cumulant for the GGD is theoretically derived. As… read more here.
Keywords: gaussian distribution; shape parameter; estimator; generalized gaussian ... See more keywords
On the Generalized Gaussian Fibonacci Numbers and Horadam Hybrid Numbers: A Unified Approach
Sign Up to like & getrecommendations! Published in 2022 at "Axioms"
DOI: 10.3390/axioms11060255
Abstract: In this paper, we consider an approach based on the elementary matrix theory. In other words, we take into account the generalized Gaussian Fibonacci numbers. In this context, we consider a general tridiagonal matrix family.… read more here.
Keywords: fibonacci numbers; gaussian fibonacci; horadam hybrid; hybrid numbers ... See more keywords