Design and Analysis of a 2-D Eigenspace-Based Interference Canceller
Resource
IEEE Transactions on Antennas and Propagation 47 (4): 733-743
Journal
IEEE Transactions on Antennas and Propagation
Journal Volume
AP-47
Journal Issue
4
Pages
733-743
Date Issued
1999-04
Author(s)
Abstract
This paper deals with the problem of eigenspace-based interference cancellation using a two-dimensional (2-D) rectangular array. An efficient 2-D signal blocking technique is presented to remove the desired signal from the received array data. In conjunction with the 2-D signal blocking technique, a positive definite matrix is further constructed and used to compensate the effect of the signal blocking operation on the sensor noise received by a 2-D eigenspace-based interference canceller (EIC). Therefore, the interference subspace required for computing the optimal weight vector of the designed 2-D EIC can be obtained by simply using conventional eigenvalue decomposition methods instead of any complicated generalized eigenvalue decomposition methods. The performances of the designed 2-D EIC under finite samples and steering angle error are also evaluated. The developed theoretical results are confirmed by several simulation examples.
Type
journal article
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