Results 21 to 30 of about 1,106,379 (297)
The Cauchy–Schwarz Divergence for Poisson Point Processes [PDF]
IEEE Transactions on Information Theory, 2014 In this paper, we extend the notion of Cauchy-Schwarz divergence to point processes and establish that the Cauchy-Schwarz divergence between the probability densities of two Poisson point processes is half the squared $\mathbf{L^{2}}$-distance between their intensity functions. Extension of this result to mixtures of Poisson point processes and, in the
Hung Gia Hoang +3 more
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IEEE Transactions on Vehicular Technology, 2020 In this paper we investigate downlink performance in a non-orthogonal multiple access (NOMA) based vehicular communication network. In contrast to the previous works wherein the vehicles are simply assumed to be located anywhere in the coverage area, we ...
Yanshi Sun +4 more
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MODELLING THE POSITION OF CELL PROFILES ALLOWING FOR BOTH INHOMOGENEITY AND INTERACTION
Image Analysis and Stereology, 2011 It is of interest to consider models for point processes that allow for interaction between the points as well as for inhomogeneity in the intensity of the points.
Linda Stougaard Nielsen
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Journal of Materials Research and Technology, 2020 Analytical and numerical models of nucleation and growth transformations usually suppose that nuclei are located uniform randomly, i.e., according to a Poisson point process, within the matrix.
Harison da Silva Ventura +4 more
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On the classification problem for Poisson point processes
Journal of Multivariate Analysis, 2017 We study the binary classification problem for Poisson point processes, which are allowed to take values in a general metric space. The problem is tackled in two different ways: estimating nonparametricaly the intensity functions of the processes (and then plugged into a deterministic formula which expresses the regression function in terms of the ...
Alejandro Cholaquidis +3 more
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IEEE Access, 2019 Due to recent developments in the cellular communication system, stochastic process implementation is necessary. The cellular communication system exhibits random patterns in various domains, thereby compelling the utilization of stochastic processes to ...
Faizan Qamar +4 more
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Stein estimation of the intensity of a spatial homogeneous Poisson point process [PDF]
, 2014 In this paper, we revisit the original ideas of Stein and propose an estimator of the intensity parameter of a homogeneous Poisson point process defined in R d and observed in a bounded window. The procedure is based on a new general integration by parts
M. Clausel +2 more
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Deterministic walk on Poisson point process
ESAIM: Proceedings and Surveys, 2017 A deterministic walk on a Poisson point process in Rd is an oriented graph where each point of the process is connected to only one other point following a deterministic and stationary rule of connection.
Stum Simon Le
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Spectrum Analysis of Millimeter Wave Heterogeneous Network Based on Poisson Cluster Process [PDF]
Jisuanji gongcheng, 2020 To address the problem of describing the correlation between User Equipment(UE) and base station space in large-scale hot spot communication scenarios,this paper constructs a millimeter wave heterogeneous network model based on Poisson Cluster Process ...
CHEN Yuwan, JIA Xiangdong, JI Pengshan, Lü Yaping
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Coverage Performance of the Terrestrial-UAV HetNet Utilizing Licensed and Unlicensed Spectrum Bands
IEEE Access, 2021 To address the spectrum shortage issue, the technology of sharing the unlicensed spectrum resource has been developed for terrestrial wireless networks, e.g., the New Radio Unlicensed technology.
Yifan Jiang +3 more
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