In this paper we present a method to improve phase-less Direction-of-Arrival estimation accuracy for indoor scenarios based on the combined use of Space and Frequency Division Multiple Access.This approach for DoA estimation of a nomadic node is the result of a likelihood criteria driven by the expected signal partition, enabled by the Space Division Multiple Access algorithm, applied over a range of frequencies. An experimental validation demonstrates the system performance in a real scenario. Despite a poor localization result at single frequency, with a maximum DoA error of 18.5, the weighted combination of five sample frequencies resolves in a maximum error of 5.5. The mean error is reduced as well, from 3.8 to 1.8°, demonstrating the effectiveness of the proposed approach
Improving phaseless direction of arrival estimation exploiting space and frequency diversities / Cidronali A.; Collodi G.; Lucarelli M.; Maddio S.; Passafiume M.; Pelosi G.; Selleri S.. - ELETTRONICO. - (2019), pp. 49-52. (Intervento presentato al convegno 16th European Radar Conference, EuRAD 2019 tenutosi a fra nel 2019).
Improving phaseless direction of arrival estimation exploiting space and frequency diversities
Cidronali A.;Collodi G.;Lucarelli M.;Maddio S.;Passafiume M.;Pelosi G.;Selleri S.
2019
Abstract
In this paper we present a method to improve phase-less Direction-of-Arrival estimation accuracy for indoor scenarios based on the combined use of Space and Frequency Division Multiple Access.This approach for DoA estimation of a nomadic node is the result of a likelihood criteria driven by the expected signal partition, enabled by the Space Division Multiple Access algorithm, applied over a range of frequencies. An experimental validation demonstrates the system performance in a real scenario. Despite a poor localization result at single frequency, with a maximum DoA error of 18.5, the weighted combination of five sample frequencies resolves in a maximum error of 5.5. The mean error is reduced as well, from 3.8 to 1.8°, demonstrating the effectiveness of the proposed approachFile | Dimensione | Formato | |
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