Recent advances on real-time direction finding strategies based on Bayesian Compressive Sensing (BCS) are discussed here. The open-circuit voltages measured at any instant of time (single snapshot data) are processed by the single-task and the multi-task Bayesian Compressive Sensing (ST-BCS and MT-BCS), combined with single frequency and multi-frequency approaches, respectively. In particular, the ST-BCS is integrated within an iterative multi-scaling strategy (IMSA-BCS) for narrowband signals and the MT-BCS is extended to the multi-frequency BCS (MF-BCS) for wideband signals. The selected results from an extensive analysis highlight that the proposed approaches estimate the DoAs with high accuracy in a fraction of second.
Advanced Real-Time Strategies for Direction Finding in Rapidly Changing Scenario / Rocca, Paolo; Hannan, Mohammad Abdul; Oliveri, Giacomo. - STAMPA. - (2019), pp. 1-4. ((Intervento presentato al convegno COMCAS 2019 tenutosi a Tel Aviv nel 4th-6th November 2019 [10.1109/COMCAS44984.2019.8958275].
Titolo: | Advanced Real-Time Strategies for Direction Finding in Rapidly Changing Scenario | |
Autori: | Rocca, Paolo; Hannan, Mohammad Abdul; Oliveri, Giacomo | |
Autori Unitn: | ||
Titolo del volume contenente il saggio: | 2019 IEEE International Conference on Microwaves, Antennas, Communications and Electronic Systems | |
Luogo di edizione: | Piscataway, NJ | |
Casa editrice: | Institute of Electrical and Electronics Engineers Inc. | |
Anno di pubblicazione: | 2019 | |
Codice identificativo Scopus: | 2-s2.0-85078922573 | |
Codice identificativo WOS: | WOS:000532490000107 | |
ISBN: | 978-1-5386-9549-4 978-1-5386-9550-0 | |
Handle: | http://hdl.handle.net/11572/260209 | |
Citazione: | Advanced Real-Time Strategies for Direction Finding in Rapidly Changing Scenario / Rocca, Paolo; Hannan, Mohammad Abdul; Oliveri, Giacomo. - STAMPA. - (2019), pp. 1-4. ((Intervento presentato al convegno COMCAS 2019 tenutosi a Tel Aviv nel 4th-6th November 2019 [10.1109/COMCAS44984.2019.8958275]. | |
Appare nelle tipologie: | 04.1 Saggio in atti di convegno (Paper in Proceedings) |
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