Title :
Equalizers for multiple input/multiple output channels and PAM systems with cyclostationary input sequences
Author :
Duel-Hallen, Alexandra
Author_Institution :
Bell Lab., Murray Hill, NJ, USA
fDate :
4/1/1992 12:00:00 AM
Abstract :
The author studies minimum mean square error (MMSE) linear and decision feedback (DF) equalisers for multiple input/multiple output (MIMO) communication systems with intersymbol interference (ISI) and wide-sense stationary (WSS) inputs. To derive these equalizers, one works in the D-transform domain and uses prediction theory results. Partial-response MMSE equalizers are also found. As an application, the author considers a pulse amplitude modulation (PAM) communication system with ISI and cyclostationary inputs. The MMSE linear and DF equalizers are determined by studying an equivalent MIMO system. The resulting filters are expressed in compact matrix notation and are time-invariant, whereas the corresponding single input/single output filters are periodically time-invariant. The author also considers MMSE equalizers for a wide-sense stationary process by introducing a `random phase´. To aid in the performance evaluation of various equalizers, the author derives their mean square errors
Keywords :
binary sequences; equalisers; filtering and prediction theory; intersymbol interference; pulse amplitude modulation; telecommunication channels; telecommunication systems; D-transform domain; DFE; MIMO communication systems; MMSE equalizers; cyclostationary input sequences; decision feedback equalisers; filters; intersymbol interference; linear equalisers; matrix notation; minimum mean square error; multiple input/multiple output channels; partial response MMSE; performance evaluation; periodically time-invariant; prediction theory; pulse amplitude modulation; wide-sense stationary process; Amplitude modulation; Communication systems; Equalizers; Filters; Intersymbol interference; MIMO; Mean square error methods; Output feedback; Prediction theory; Pulse modulation;
Journal_Title :
Selected Areas in Communications, IEEE Journal on