Title :
Low-complexity linear frequency domain equalization for continuous phase modulation
Author :
Van Thillo, Wim ; Horlin, François ; Nsenga, Jimmy ; Ramon, Valéry ; Bourdoux, André ; Lauwereins, Rudy
Author_Institution :
Interuniversity Micro-Electron. Center (IMEC), Leuven
fDate :
3/1/2009 12:00:00 AM
Abstract :
In this paper, we develop a new low-complexity linear frequency domain equalization (FDE) approach for continuous phase modulated (CPM) signals. As a CPM signal is highly correlated, calculating a linear minimum mean square error (MMSE) channel equalizer requires the inversion of a nondiagonal matrix, even in the frequency domain. In order to regain the FDE advantage of reduced computational complexity, we show that this matrix can be approximated by a block-diagonal matrix without performance loss. Moreover, our MMSE equalizer can be simplified to a low-complexity zero-forcing equalizer. The proposed techniques can be applied to any CPM scheme. To support this theory we present a new polyphase matrix model, valid for any block-based CPM system. Simulation results in a 60 GHz environment show that our reduced-complexity MMSE equalizer significantly outperforms the state of the art linear MMSE receiver for large modulation indices, while it performs only slightly worse for small ones.
Keywords :
computational complexity; equalisers; frequency-domain analysis; least mean squares methods; matrix algebra; wireless channels; CPM signals; MMSE channel equalizer; block-diagonal matrix; computational complexity; continuous phase modulation; frequency 60 GHz; linear minimum mean square error; low-complexity linear frequency domain equalization; low-complexity zero-forcing equalizer; nondiagonal matrix; Continuous phase modulation; Equalizers; Frequency domain analysis; Maximum likelihood decoding; Maximum likelihood detection; Mean square error methods; Nonlinear filters; Personal communication networks; Phase modulation; Pulse shaping methods; Continuous phase modulation (CPM); complexity reduction; frequency domain equalization (FDE); minimum mean square error (MMSE) equalization; polyphase representation;
Journal_Title :
Wireless Communications, IEEE Transactions on
DOI :
10.1109/TWC.2009.080146