Analysis and Design of a MuSiC-Based Angle of Arrival Positioning System
Publikation: Beitrag in Fachzeitschrift › Forschungsartikel › Beigetragen › Begutachtung
Beitragende
Abstract
In this research paper, a concept for a secondary RAdio Direction And Ranging (RADAR) Angle of Arrival (AoA)-based system with cooperative targets transmitting at 2.4 GHz and using Multiple Signal Classification (MuSiC) to determine the angles of incidence is investigated. In addition to introducing common algorithms and presenting thorough derivations, the system is first examined through simulations. To prove the concept, hardware, firmware and software are developed. For MuSiC, we propose three novel methods to obtain the correct incident angle from the spectrum, especially in strong multipath environments. These methods work either for a single spectrum or for a combination recorded at multiple times. Together with the estimated angles of incidence, our methods determine measures on the respective likelihoods. Based on this, we additionally propose two algorithms for computing the final position. Our system is characterized in both a simple 20 m × 15 m outdoor and a 17 m × 13 m multipath indoor environment, where we achieve a mean angular error of 3° and a mean positioning error of 0.67 m for the former using only four base stations with four antennas each. Our novel approach shows position accuracy improvements of 15% outdoors and 25% indoors compared to classical MuSiC estimation.
Details
Originalsprache | Englisch |
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Seiten (von - bis) | 1-41 |
Seitenumfang | 41 |
Fachzeitschrift | ACM Transactions on Sensor Networks |
Jahrgang | 19 |
Ausgabenummer | 3 |
Publikationsstatus | Veröffentlicht - März 2023 |
Peer-Review-Status | Ja |
Externe IDs
Mendeley | 51a9e83c-9915-3018-83b8-214bc3580396 |
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unpaywall | 10.1145/3577927 |
Scopus | 85166312390 |
WOS | 001035842600020 |
ORCID | /0000-0001-9692-2808/work/142238889 |
Schlagworte
Forschungsprofillinien der TU Dresden
DFG-Fachsystematik nach Fachkollegium
ASJC Scopus Sachgebiete
Schlagwörter
- own, dissertation, firstauthor, journal, Positioning, secondary RADAR, Angle of arrival, Fast Fourier Transform, Multiple signal classification, Phase difference, Spectrum, Incident angle, Relevance, Direction of arrival, AoA, Weighting, Fft, MuSiC, Quality, DoA, Area ratio, Localization