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Data Association in Communication-Constrained Environments Based on Discrete Fréchet Distance

Abstract— The performance of traditional methods in data association degrades significantly in communication-constrained environments. This paper presents a data association algorithm based on discrete Fréchet distance that establishes metrics on the shape of a target track. It is shown to have good resolving power of distinguishing objects with less data required, which is then verified by simulation results.

Index Terms— data association, discrete Fréchet distance, metrics, communication-constrained, identification friend or foe.

Huan Shao, Yue Wang
Department of Electronic Engineering, Tsinghua University, CHINA

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Cite: Huan Shao, Yue Wang, "Data Association in Communication-Constrained Environments Based on Discrete Fréchet Distance," Proceedings of 2017 the 7th International Workshop on Computer Science and Engineering, pp. 772-778, Beijing, 25-27 June, 2017.