Hybrid digital-analog coding for interference broadcast channels

We consider the transmission of bivariate Gaussian sources (V1, V2) over the two-user Gaussian broadcast channel in the presence of interference that is correlated to the source and known to the transmitter. Each user i is interested in estimating Vi. We study hybrid digital-analog (HDA) schemes and analyze the achievable (square-error) distortion region under matched and expansion bandwidth regimes. These schemes require proper combinations of power splitting, bandwidth splitting, rate splitting, Wyner-Ziv and HDA Costa coding. An outer bound on the distortion region is also derived by assuming knowledge of V1 at the second user and full/partial knowledge of the interference at both users. Numerical results show that the HDA schemes outperform tandem and linear schemes and perform close to the derived bound for certain system settings.

[1]  Fady Alajaji,et al.  On the Performance of Hybrid Digital-Analog Coding for Broadcasting Correlated Gaussian Sources , 2011, IEEE Transactions on Communications.

[2]  Max H. M. Costa,et al.  Writing on dirty paper , 1983, IEEE Trans. Inf. Theory.

[3]  Amos Lapidoth,et al.  Broadcasting correlated Gaussians , 2010, IEEE Trans. Inf. Theory.

[4]  Ertem Tuncel,et al.  Separate source-channel coding for broadcasting correlated Gaussians , 2011, 2011 IEEE International Symposium on Information Theory Proceedings.

[5]  Sriram Vishwanath,et al.  Hybrid coding for Gaussian broadcast channels with Gaussian sources , 2009, 2009 IEEE International Symposium on Information Theory.

[6]  Tetsunao Matsuta,et al.  国際会議開催報告:2013 IEEE International Symposium on Information Theory , 2013 .

[7]  Giuseppe Caire,et al.  Joint Source Channel Coding With Side Information Using Hybrid Digital Analog Codes , 2007, IEEE Transactions on Information Theory.

[8]  Amos Lapidoth,et al.  Broadcasting Correlated Gaussians , 2007, IEEE Transactions on Information Theory.

[9]  Michael Gastpar,et al.  To code, or not to code: lossy source-channel communication revisited , 2003, IEEE Trans. Inf. Theory.

[10]  Mikael Skoglund,et al.  Hybrid Digital–Analog Source–Channel Coding for Bandwidth Compression/Expansion , 2006, IEEE Transactions on Information Theory.

[11]  Yu-Chih Huang,et al.  Joint Source-Channel Coding with Correlated Interference , 2012, IEEE Transactions on Communications.

[12]  Nam C. Phamdo,et al.  Hybrid digital-analog (HDA) joint source-channel codes for broadcasting and robust communications , 2002, IEEE Trans. Inf. Theory.

[13]  Tsachy Weissman,et al.  Estimation With a Helper Who Knows the Interference , 2013, IEEE Transactions on Information Theory.

[14]  Suhas N. Diggavi,et al.  The Achievable Distortion Region of Sending a Bivariate Gaussian Source on the Gaussian Broadcast Channel , 2011, IEEE Transactions on Information Theory.

[15]  Aaron D. Wyner,et al.  The rate-distortion function for source coding with side information at the decoder , 1976, IEEE Trans. Inf. Theory.

[16]  Meir Feder,et al.  Distortion Bounds for Broadcasting With Bandwidth Expansion , 2006, IEEE Transactions on Information Theory.