Title :
Efficient computation of the realizable MIMO DFE
Author :
Wahls, Sander ; Boche, Holger
Author_Institution :
Lehrstuhl fur Informationstheorie und Theor. Informationstechnik, Tech. Univ. Berlin, Berlin, Germany
Abstract :
Realizable DFEs are DFEs with stable and causal IIR filters and finite decision delay. Computational complexity of current algorithms to compute them usually grows cubically with the decision delay. In this paper, we show how complexity can be reduced to quadratic. We compare two approaches, the so-called polynomial approach and a novel state-space approach using inner-outer factorization. In both cases finite linear equation systems with structure lie at the heart of the realizable DFE. Displacement structure theory allows to solve them efficiently.
Keywords :
IIR filters; MIMO communication; computational complexity; decision feedback equalisers; polynomial approximation; state-space methods; telecommunication computing; IIR filters; MIMO DFE; computational complexity; decision feedback equalizers; finite decision delay; finite linear equation systems; inner-outer factorization; polynomial approach; state-space approach; Computational complexity; Decision feedback equalizers; Delay; Equations; Feedforward systems; Finite impulse response filter; IIR filters; MIMO; Nonlinear filters; Polynomials; Computation time; Decision feedback equalizers; IIR digital filters; MIMO systems;
Conference_Titel :
Acoustics Speech and Signal Processing (ICASSP), 2010 IEEE International Conference on
Conference_Location :
Dallas, TX
Print_ISBN :
978-1-4244-4295-9
Electronic_ISBN :
1520-6149
DOI :
10.1109/ICASSP.2010.5496048