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Discrimination of the Target and Chaff in Multi-dimensional Space | ||
رادار | ||
Article 1, Volume 5, Issue 4, September 2018, Pages 1-10 PDF (1.16 M) | ||
Authors | ||
Nadali Zareei* ; Mohammad Mahdi Nayebi; Ahmad Reza Amin; Meysam Rayisdanayi; Habibalah Alami | ||
Imam Hosein university | ||
Receive Date: 17 April 2017, Revise Date: 26 February 2019, Accept Date: 19 September 2018 | ||
Abstract | ||
Abstract: Among the various techniques of electronic warfare in the sea, Chaff is very particular due to its easy application, low-cost manufacturing and its impact on the victim radar. Despite the fact that the use of Chaff is dated back to the 1940s, the significant research has not been published on its recognition. It is difficult to study the behavior of Chaff because of the impossibility of Chaff tests in an unechoic chamber. Therefore, the simulation would be a suitable alternative for the study of its behavior. In this paper, the simulation of various features of the target and Chaff are presented in a multi-dimensional space whose features are dependent together. This multi-dimensional space is used to propose a processing structure, based on train and test of the various classifiers, for discrimination between Chaff and the target. Moreover, the comparison between discrimination capability of various classifiers using simulated and real data is carried out and the suitable classifier is concluded for sea applications. | ||
Keywords | ||
Electronic Warfare; Chaff; Classifier; Target | ||
References | ||
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