K. Nishimori et al., THE DIFFERENTIAL CMA ADAPTIVE ARRAY ANTENNA USING AN EIGEN-BEAMSPACE SYSTEM, IEICE transactions on communications, E78B(11), 1995, pp. 1480-1488
This paper addresses approaches to enhancement of performance of the C
MA (Constant Modulus Algorithm) adaptive array antenna in multipath en
vironments that characterize the mobile radio communications. The cost
function of the CMA reveals that it has an AGC (Automatic Gain Contro
l) procedure of holding the array output voltage at a constant value.
Therefore, if the output voltage by the initial weights is different f
rom the object value, then the CMA may suffer from slow convergence be
cause suppression of the multipath waves is delayed by the AGC behavio
r. Our objective is to improve the convergence characteristics by adop
ting the differential CMA for the adaptive array algorithm. First, the
basic performance of the differential CMA is clarified via computer s
imulation. Next, the differential CMA is incorporated into the eigen-b
eamspace system in which the eigenvectors of the correlation matrix of
array inputs are used in the BFN (Beam Forming Network). This BFN cre
ates the optimum orthogonal multibeams for radio environments and work
s helpfully as a preprocessor of the differential CMA. The computer si
mulation results have demonstrated that the differential CMA with the
eigen-beamspace system has much better convergence characteristics tha
n the conventional CMA with the element space system. Furthermore, a m
odified algorithm is introduced which gives the stable array output vo
ltages after convergence, and it is confirmed that the algorithm can c
arry out more successful adaptation even if the radio environments are
changed abruptly.