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Titel:

1D Localization of Mobile Stochastic EM Sources with Variable Radiated Power Using Two-Stage Neural Model

Dokumenttyp:
Konferenzbeitrag
Art des Konferenzbeitrags:
Textbeitrag / Aufsatz
Autor(en):
Stanković, Z.; Dončov, N.; Milovanović, I.; Stošić, B.; Milovanović, B.; Russer, J.A.
Abstract:
In this paper, a cascade two-stage neural model is proposed for 1D DoA estimation of mobile stochastic EM sources with variable radiated power. Architecture of the neural model is based on MLP neural networks whose number is determined by the dimension of the linear antenna array at the receiver. Model accuracy is illustrated on the example of two uncorrelated EM sources whose radiated powers are fluctuated during their movement.
Stichworte:
Stochastic processes , Antenna arrays , Testing , Correlation , Sensor arrays , Direction-of-arrival estimation , Training
Kongress- / Buchtitel:
2018 2nd URSI Atlantic Radio Science Meeting (AT-RASC)
Kongress / Zusatzinformationen:
Gran Canaria, Spain, 28 May - 01 June 2018 2018-05
Verlag / Institution:
IEEE Xplore Digital Library
Jahr:
2018
Quartal:
2. Quartal
Jahr / Monat:
2018-05
Monat:
May
Print-ISBN:
978-1-5386-3764-7
E-ISBN:
978-90-82598-73-5
Sprache:
en
Volltext / DOI:
doi:10.23919/URSI-AT-RASC.2018.8471456
WWW:
https://ieeexplore.ieee.org/abstract/document/8471456/keywords#keywords
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