This work focuses on the minimum transmission energy required for communicating a pair of correlated Gaussian sources over a two-user Gaussian broadcast channel with noiseless and causal channel output feedback (GBCF). We study the fundamental limit on the required transmission energy for broadcasting a pair of source samples, such that each source can be reconstructed at its respective receiver to within a target distortion, when the source-channel bandwidth ratio is not restricted. We derive a lower bound and three distinct upper bounds on the minimum required energy. For the upper bounds we analyze three transmission schemes: Two schemes are based on separate source-channel coding, and apply coding over multiple samples of source pairs. The third scheme is based on joint source-channel coding obtained by extending the Ozarow-Leung (OL) transmission scheme, which applies uncoded linear transmission. Numerical simulations show that despite its simplicity, the energy-distortion tradeoff of the OL-based scheme is close to that of the better separation-based scheme, which indicates that the OL scheme is attractive for energy-efficient source transmission over GBCFs.

Energy-distortion tradeoff for the Gaussian broadcast channel with feedback / Murin, Y.; Kaspi, Y.; Dabora, R.; Gunduz, D.. - 2016-:(2016), pp. 1829-1833. (Intervento presentato al convegno 2016 IEEE International Symposium on Information Theory, ISIT 2016 tenutosi a Universitat Pompeu Fabra, esp nel 2016) [10.1109/ISIT.2016.7541615].

Energy-distortion tradeoff for the Gaussian broadcast channel with feedback

D. Gunduz
2016

Abstract

This work focuses on the minimum transmission energy required for communicating a pair of correlated Gaussian sources over a two-user Gaussian broadcast channel with noiseless and causal channel output feedback (GBCF). We study the fundamental limit on the required transmission energy for broadcasting a pair of source samples, such that each source can be reconstructed at its respective receiver to within a target distortion, when the source-channel bandwidth ratio is not restricted. We derive a lower bound and three distinct upper bounds on the minimum required energy. For the upper bounds we analyze three transmission schemes: Two schemes are based on separate source-channel coding, and apply coding over multiple samples of source pairs. The third scheme is based on joint source-channel coding obtained by extending the Ozarow-Leung (OL) transmission scheme, which applies uncoded linear transmission. Numerical simulations show that despite its simplicity, the energy-distortion tradeoff of the OL-based scheme is close to that of the better separation-based scheme, which indicates that the OL scheme is attractive for energy-efficient source transmission over GBCFs.
2016
2016 IEEE International Symposium on Information Theory, ISIT 2016
Universitat Pompeu Fabra, esp
2016
2016-
1829
1833
Murin, Y.; Kaspi, Y.; Dabora, R.; Gunduz, D.
Energy-distortion tradeoff for the Gaussian broadcast channel with feedback / Murin, Y.; Kaspi, Y.; Dabora, R.; Gunduz, D.. - 2016-:(2016), pp. 1829-1833. (Intervento presentato al convegno 2016 IEEE International Symposium on Information Theory, ISIT 2016 tenutosi a Universitat Pompeu Fabra, esp nel 2016) [10.1109/ISIT.2016.7541615].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11380/1202689
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