Ambient backscatter (AmBC) communications cap-italize on ambient radio-frequency (RF) signals to enable communications among ultra-low-power devices, thus representing a promising cost-effective solution for wireless sensor networks in the Internet of Things. In this paper, we study the scenario where single-antenna AmBC sensors are employed to perform decision fusion over multiple-access fading channels. Specifically, AmBC sensors detect the presence/absence of a phenomenon of interest and transmit their decisions to a multiple-antenna fusion center reader (FCR), by reflecting part of an incident RF ambient signal. In this scenario, we derive fusion rules at the FCR by considering both the cases of instantaneous and statistical channel state information, as well as their corresponding low-complexity alternatives. Numerical simulation results are provided to compare the proposed fusion rules and highlight the relevant trends.

Decision Fusion Rules in Ambient Backscatter Wireless Sensor Networks / Ciuonzo, D.; Gelli, G.; Pescape, A.; Verde, F.. - 2019-:(2019), pp. 1-6. (Intervento presentato al convegno 30th IEEE Annual International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC 2019 tenutosi a Istanbul, Turkey nel 2019) [10.1109/PIMRC.2019.8904358].

Decision Fusion Rules in Ambient Backscatter Wireless Sensor Networks

Ciuonzo D.;Gelli G.;Pescape A.;Verde F.
2019

Abstract

Ambient backscatter (AmBC) communications cap-italize on ambient radio-frequency (RF) signals to enable communications among ultra-low-power devices, thus representing a promising cost-effective solution for wireless sensor networks in the Internet of Things. In this paper, we study the scenario where single-antenna AmBC sensors are employed to perform decision fusion over multiple-access fading channels. Specifically, AmBC sensors detect the presence/absence of a phenomenon of interest and transmit their decisions to a multiple-antenna fusion center reader (FCR), by reflecting part of an incident RF ambient signal. In this scenario, we derive fusion rules at the FCR by considering both the cases of instantaneous and statistical channel state information, as well as their corresponding low-complexity alternatives. Numerical simulation results are provided to compare the proposed fusion rules and highlight the relevant trends.
2019
978-1-5386-8110-7
Decision Fusion Rules in Ambient Backscatter Wireless Sensor Networks / Ciuonzo, D.; Gelli, G.; Pescape, A.; Verde, F.. - 2019-:(2019), pp. 1-6. (Intervento presentato al convegno 30th IEEE Annual International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC 2019 tenutosi a Istanbul, Turkey nel 2019) [10.1109/PIMRC.2019.8904358].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11588/785002
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