Analog joint source-channel coding in MIMO Rayleigh fading channels

In this paper we study the analog transmission of discrete-time continuous-amplitude sources over MIMO Rayleigh fading channels at extremely high data rates. Linear and Decision Feedback MMSE MIMO receivers are used to transform the MIMO channel into several SISO channels. We assume the presence of a limited feedback channel that allows continuous adaptation of the encoder parameters to the time-varying channel SNR. Experimental results show that the decision feedback MIMO receiver performs at 2 dB from the theoretical bound when transmitting Gaussian sources.

[1]  P.A. Floor,et al.  Dimension Reducing Mappings in Joint Source-Channel Coding , 2006, Proceedings of the 7th Nordic Signal Processing Symposium - NORSIG 2006.

[2]  Sang Joon Kim,et al.  A Mathematical Theory of Communication , 2006 .

[3]  Sae-Young Chung,et al.  On the construction of some capacity-approaching coding schemes , 2000 .

[4]  Reinaldo A. Valenzuela,et al.  Simplified processing for high spectral efficiency wireless communication employing multi-element arrays , 1999, IEEE J. Sel. Areas Commun..

[5]  Pål Anders Floor On the Theory of Shannon-Kotel'nikov Mappings in Joint Source-Channel Coding , 2008 .

[6]  Tor A. Ramstad,et al.  Using 2:1 Shannon mapping for joint source-channel coding , 2005, Data Compression Conference.

[7]  Richard Demo Souza,et al.  Analog joint source-channel coding in Rayleigh fading channels , 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

[8]  Toby Berger,et al.  Optimum pulse amplitude modulation-I: Transmitter-receiver design and bounds from information theory , 1967, IEEE Trans. Inf. Theory.

[9]  Yichuan Hu,et al.  Analog Joint Source-Channel Coding Using Non-Linear Curves and MMSE Decoding , 2011, IEEE Transactions on Communications.

[10]  H. Vincent Poor,et al.  Iterative (turbo) soft interference cancellation and decoding for coded CDMA , 1999, IEEE Trans. Commun..

[11]  Luis Castedo,et al.  Experimental Evaluation of Analog Joint Source-Channel Coding in Indoor Environments , 2011, 2011 IEEE International Conference on Communications (ICC).