Title :
Structured semi-blind interference rejection in dispersive multichannel systems
Author :
Klang, Göran ; Ottersten, Björn
Author_Institution :
Dept. of Signals, Sensors, & Syst., R. Inst. of Technol., Stockholm, Sweden
fDate :
8/1/2002 12:00:00 AM
Abstract :
The impact of interference is one of the most capacity limiting factors in cellular networks today. In order to host more users in existing systems and maximize the capacity of future networks, the use of interference suppression techniques are instrumental. We propose a structured semi-blind parameter estimation procedure to support rejection of unknown cochannel interference (CCI) in systems facing multipath channels with non-negligible delay spread. Employing spatio-temporal processing, the proposed scheme exploits the temporal correlation present in the output signal from an antenna array and the training data of a desired user in order to find parameter estimates that fit the range space of a structured CCI model to the signal subspace of the interfering signals. Simulation results illustrating the behavior of a spatio-temporal receiver using the proposed scheme with respect to both signal-to-noise and signal-to-interference ratios (SNRs and SIRs) are presented. In addition, results highlighting the impact of the training sequence length as well as the impact of the channel model order of the CCI users are also included
Keywords :
antenna arrays; array signal processing; cochannel interference; dispersive channels; interference suppression; intersymbol interference; multiuser channels; parameter estimation; radio receivers; SIR; SNR; antenna arrays; array signal processing; cellular networks; channel model order; cochannel interference; delay spread; dispersive multichannel systems; interference suppression; multipath channels; multiuser communication; network capacity; output signal; parameter estimates; signal subspace; signal-to-interference ratio; signal-to-noise ratio; simulation results; spatio-temporal processing; spatio-temporal receiver; structured CCI model; structured semi-blind interference rejection; structured semi-blind parameter estimation; systems capacity; temporal correlation; training data; training sequence length; Dispersion; Instruments; Interchannel interference; Interference suppression; Land mobile radio cellular systems; Limiting; Multipath channels; Parameter estimation; Radiofrequency interference; Signal processing;
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2002.800403