Explicit MMSE MIMO transceiver solution for analog joint source channel coding

作者: Markus Rupp , Oscar Fresnedo , Luis Castedo Ribas

DOI: 10.1109/ISWCS.2014.6933359

关键词:

摘要: The joint design of optimal linear Minimum MSE (MMSE) filters at the transmitter and receiver a Multiple-Input Multiple-Output (MIMO) system arises as natural problem when transmitting discrete-time continuous-amplitude sources using analog Joint Source Channel Coding (JSCC). In this work, we derive an explicit closed form solution for MMSE precoder equalizer MIMO under transmit power constraint. Such is specially suitable JSCC because it preserves low complexity negligible delay distinctive type systems. We also show that obtained resembles waterfilling algorithm provides distribution among different data streams. performance transceiver evaluated in context transmissions MIMO-OFDM channels results closely approaches theoretical limits outperforms zero forcing (ZF) precoding. Finally, some interesting properties systems with equalizer, quantify their superior respect to those use ZF precoding and/or equalization.

参考文章(17)
Markus Rupp, Robust Design of Adaptive Equalizers IEEE Transactions on Signal Processing. ,vol. 60, pp. 1612- 1626 ,(2012) , 10.1109/TSP.2011.2180717
CE Shennon, Warren Weaver, A mathematical theory of communication Bell System Technical Journal. ,vol. 27, pp. 379- 423 ,(1948) , 10.1002/J.1538-7305.1948.TB01338.X
Jian Yang, S. Roy, On joint transmitter and receiver optimization for multiple-input-multiple-output (MIMO) transmission systems IEEE Transactions on Communications. ,vol. 42, pp. 3221- 3231 ,(1994) , 10.1109/26.339844
B. Lu, G. Yue, X. Wang, Performance analysis and design optimization of LDPC-coded MIMO OFDM systems IEEE Transactions on Signal Processing. ,vol. 52, pp. 348- 361 ,(2004) , 10.1109/TSP.2003.820991
Oscar Fresnedo, Francisco J. Vazquez-Araujo, Luis Castedo, Javier Garcia-Frias, Analog Joint Source-Channel Coding for OFDM systems international workshop on signal processing advances in wireless communications. pp. 704- 708 ,(2013) , 10.1109/SPAWC.2013.6612141
A. Scaglione, S. Barbarossa, G.B. Giannakis, Filterbank transceivers optimizing information rate in block transmissions over dispersive channels IEEE Transactions on Information Theory. ,vol. 45, pp. 1019- 1032 ,(1999) , 10.1109/18.761338
M. Joham, W. Utschick, J.A. Nossek, Linear transmit processing in MIMO communications systems IEEE Transactions on Signal Processing. ,vol. 53, pp. 2700- 2712 ,(2005) , 10.1109/TSP.2005.850331
F. Hekland, P.A. Floor, T.A. Ramstad, Shannon-kotel-nikov mappings in joint source-channel coding IEEE Transactions on Communications. ,vol. 57, pp. 94- 105 ,(2009) , 10.1109/TCOMM.2009.0901.070075
Martin Wrulich, Christian Mehlfuhrer, Markus Rupp, Managing the interference structure of MIMO HSDPA: A multi-user interference aware MMSE receiver with moderate complexity IEEE Transactions on Wireless Communications. ,vol. 9, pp. 1472- 1482 ,(2010) , 10.1109/TWC.2010.04.090612
T. Berger, D. Tufts, Optimum pulse amplitude modulation--I: Transmitter-receiver design and bounds from information theory IEEE Transactions on Information Theory. ,vol. 13, pp. 196- 208 ,(1967) , 10.1109/TIT.1967.1053971