Title :
Initial results on an MMSE precoding and equalisation approach to MIMO PLC channels
Author :
Weiss, Stephan ; Moret, Nicola ; Millar, Andrew P. ; Tonello, Andrea ; Stewart, Robert W.
Author_Institution :
Dept of EEE, Univ. of Strathclyde, Glasgow, UK
Abstract :
This paper addresses some initial experiments using polynomial matrix decompositions to construct MMSE precoders and equalisers for MIMO power line communications (PLC) channels. The proposed scheme is based on a Wiener formulation based on polynomial matrices, and recent results to design and implement such systems with polynomial matrix tools. Applied to the MIMO PLC channel, the strong spectral dynamics of the PLC system together with the long impulse responses contained in the MIMO system result in problems, such that diagonlisation and spectral majorisation is mostly achieved in bands of high energy, while low-energy bands can resist any diagonalisation efforts. We introduce the subband approach in order to deal with this problem. A representative example using a simulated MIMO PLC channel is presented.
Keywords :
MIMO communication; carrier transmission on power lines; equalisers; least mean squares methods; polynomial matrices; precoding; MIMO PLC channels; MMSE precoding; Wiener formulation; equalisation; impulse response; polynomial matrices; polynomial matrix decompositions; power line communications; Covariance matrix; Jacobian matrices; MIMO; Matrix decomposition; Noise; Polynomials;
Conference_Titel :
Power Line Communications and Its Applications (ISPLC), 2011 IEEE International Symposium on
Conference_Location :
Udine
Print_ISBN :
978-1-4244-7751-7
Electronic_ISBN :
978-1-4244-7749-4
DOI :
10.1109/ISPLC.2011.5764381