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Detection of direct path component absence in NLOS UWB channel
April 25, 2024, 7:42 p.m. | Marcin Kolakowski, Jozef Modelski
cs.LG updates on arXiv.org arxiv.org
Abstract: In this paper a novel NLOS (Non-Line-of-Sight) identification technique is proposed. In comparison to other methods described in the literature, it discerns a situation when the delayed direct path component is available from when it's totally blocked and introduced biases are much higher and harder to mitigate. In the method, NLOS identification is performed using Support Vector Machine (SVM) algorithm based on various signal features. The paper includes description of the method and the results …
abstract arxiv biases comparison cs.it cs.lg detection eess.sp identification line literature math.it novel paper path type
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