Generalized Side-Lobe Canceler

A structure of the generalized side-lobe canceler is shown in Figure 10. The array is presteered by delaying received signals on all antennas such that the component of the received signal on all elements arriving from the look direction is in phase after presteering delays. Let αl, l = 1, 2, …, L denote the phase delays to steer the array in the look direction. These are given by

(6.29)
Let the received signals after presteering delays be denoted by x′(t). As these are delayed versions of x(t), it follows that their lth components are related by
(6.30)
This along with (1.9) imply that x′(t) are related to x(t) by  
(6.31)
where Φ0 is a diagonal matrix defined as  
(6.32)

Note that Φ0 satisfies the relation, (Φ0)H*S0 = 1, where 1 is a vector of ones.

Figure 10 : Generalized side-lobe canceler structure.

These signals are used to form the main beam as well as M – 1 interference beams. The main beam is formed using fixed weights on all channels. These weights are selected to be of equal to 1/L so that a unity response is maintained in the look direction. Let these be denoted by an L-dimensional vector V given by

(6.33)
The M – 1 interference beams are formed using a blocking matrix B. Let these be denoted by an M – 1 dimensional vector q(t), given
(6.34)
where matrix B has rank M – 1 and satisfies  
* (6.35)
Expressions for the main beam, interference beams, and GSC output are then, respectively, given by
(6.33)
(6.37)
and  
(6.38)
It can easily be verified that an expression for the mean output power of the GSC for a given w is given by
(6.39)
Where  
(6.40)
is the array correlation matrix after steering delays.
Comparing (6.15) and (6.39), one notes that the expression for the mean output power of the GSC for a given w is analogous to that given by (6.15), with V and R, respectively, given by (6.33) and (6.40) and B satisfying (6.35). Thus, the expression for GSC optimal weights is analogous to (6.18), with R replaced by R, that is,
(6.41)
The expression for the mean output noise power of the optimal GSC then becomes  
(6.42)

and the output SNR is given by (6.28).

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In the next page Postbeamformer Interference Canceler is discussed.

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