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Assessment of the Reliability and Exploitation of the Information Content of Inverse Scattering Data through a Fuzzy-Logic-Based Strategy - Preliminary Results

机译:通过基于模糊逻辑的策略评估反向散射数据信息内容的可靠性和开发性-初步结果

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摘要

The presence of the noise in the measured data should be carefully considered in inverse scattering methodologies, because of the intrinsic ill-conditioning of the problem. To limit the effects of the noise on the retrieval procedure, this paper presents an innovative fuzzy-logic-based approach. The proposed strategy allows one to take into account the corrupted nature of the data by fully exploiting all the available information content of the measurements. Selected synthetic and experimental test cases are considered for assessing the effectiveness of the proposed approach also in comparison with a reference inverse scattering technique.
机译:由于问题的内在条件不佳,因此在反向散射方法中应仔细考虑测量数据中是否存在噪声。为了限制噪声对检索过程的影响,本文提出了一种基于模糊逻辑的创新方法。所提出的策略允许人们通过充分利用测量的所有可用信息内容来考虑数据的损坏性质。与参考反向散射技术相比,还考虑了选定的综合和实验测试用例,以评估所提出方法的有效性。

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