一种在脉冲噪声环境下的最大相关熵目标直接定位算法

doi:10.12305/j.issn.1001-506X.2023.09.01

Abstract

Abstract:

Passive localization technique has important application value in many fields such as naval ships position, marine monitoring and ground illegal invasion. We consider the passive localization problem in non-uniform impulsive noise environment. The impulsive noise is modeled with the α-stable distribution. We develop a direct position determination algorithm based on the maximum complex correntropy criterion. Simulation results demonstrate superior localization performance of the proposed algorithm in strong impulsive noise environment. Prior knowledge of the impulsive noise at each receiver is irrelevant to the selection of kernel parameter of the algorithm. Moreover, the perferable localization performance of the proposed algorithm is validated experimentally under the condition of nonuniform impulsive noise.

Key words: direct position determination (DPD), impulsive noise, maximum complex correntropy (MCC), non-uniform noise

CLC Number:

TN911.7

Yi MAO, Yongsheng DUAN, Zhongrui HUANG, Junning ZHANG. Direct position determination algorithm based on maximum complex correntropy target in impulsive noise environment[J]. Systems Engineering and Electronics, 2023, 45(9): 2651-2658.

Figures/Tables 8

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Direct position determination algorithm based on maximum complex correntropy target in impulsive noise environment

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