In this communication, we introduce a channel model for personal radar applications where a millimeter-wave (mm-wave) massive array is required to scan the environment and to reconstruct a map of it. The analysis is based on measurement campaigns, in a corridor and in an office room, performed using mm-wave massive arrays. In such a context, we aim at characterizing the channel from both a temporal and an angular perspective by exploiting a 2D CLEAN-like technique to extrapolate the multipath components and a K-means algorithm for clustering, where centroids statistics depend on the environment contour. The obtained channel model can be exploited for mapping algorithms based on backscattered radar measurements.

A millimeter-wave indoor backscattering channel model for environment mapping / Guerra, Anna*; Guidi, Francesco; Dardari, Davide; Clemente, Antonio; D'Errico, Raffaele. - In: IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION. - ISSN 0018-926X. - STAMPA. - 65:9(2017), pp. 7982802.4935-7982802.4940. [10.1109/TAP.2017.2728088]

A millimeter-wave indoor backscattering channel model for environment mapping

Guerra, Anna
Writing – Original Draft Preparation
;
Guidi, Francesco
Writing – Original Draft Preparation
;
Dardari, Davide
Writing – Original Draft Preparation
;
2017

Abstract

In this communication, we introduce a channel model for personal radar applications where a millimeter-wave (mm-wave) massive array is required to scan the environment and to reconstruct a map of it. The analysis is based on measurement campaigns, in a corridor and in an office room, performed using mm-wave massive arrays. In such a context, we aim at characterizing the channel from both a temporal and an angular perspective by exploiting a 2D CLEAN-like technique to extrapolate the multipath components and a K-means algorithm for clustering, where centroids statistics depend on the environment contour. The obtained channel model can be exploited for mapping algorithms based on backscattered radar measurements.
2017
A millimeter-wave indoor backscattering channel model for environment mapping / Guerra, Anna*; Guidi, Francesco; Dardari, Davide; Clemente, Antonio; D'Errico, Raffaele. - In: IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION. - ISSN 0018-926X. - STAMPA. - 65:9(2017), pp. 7982802.4935-7982802.4940. [10.1109/TAP.2017.2728088]
Guerra, Anna*; Guidi, Francesco; Dardari, Davide; Clemente, Antonio; D'Errico, Raffaele
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11585/621203
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