Title :
A Novel Adaptive Antenna Array for DS/CDMA Code Acquisition
Author :
Yang, Hua-Lung ; Wu, Wen-Rong
Author_Institution :
Nat. Chiao Tung Univ., Hsinchu
Abstract :
Equipped with an adaptive beamformer, existing adaptive array code acquisition still relies on the correlator structure. Due to the inherent property of the associated serial-search scheme, its mean acquisition time is large, especially in strong interference environments. In this paper, we propose a novel adaptive filtering scheme to solve the problem. The proposed scheme comprises two adaptive filters, an adaptive spatial and an adaptive temporal filter. With a specially designed structure, the spatial filter can act as a beamformer suppressing interference, while the temporal filter can act as a code-delay estimator. A mean squared error (MSE) criterion is proposed such that these filters can be simultaneously adjusted by a stochastic gradient descent method. The performance as well as the convergence behavior of the proposed algorithm are analyzed in detail. Closed-form expressions for optimum filter weights, optimum beamformer signal-to-interference-plus-noise ratio (SINR), steady-state MSE, and mean acquisition time are derived for the additive white Gaussian noise (AWGN) channel. Computer simulations show that the mean acquisition time of the proposed algorithm is much shorter than that of the correlator-based approach, and the derived theoretical expressions are accurate.
Keywords :
AWGN channels; adaptive antenna arrays; adaptive filters; array signal processing; code division multiple access; interference suppression; mean square error methods; spatial filters; spread spectrum communication; DS-CDMA; adaptive antenna array; adaptive beamformer; adaptive temporal filter; additive white Gaussian noise channel; associated serial-search; code acquisition; code division multiple access; code-delay estimator; interference suppresion; mean acquisition time; mean squared error; spatial filter; AWGN; Adaptive arrays; Adaptive filters; Antenna arrays; Convergence; Correlators; Interference suppression; Multiaccess communication; Spatial filters; Stochastic resonance; Adaptive filter; antenna array; code acquisition; code-division multiple access; multipath; multiple-access interference;
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2007.893916