Title :
Constrained Constant Modulus RLS-based Blind Adaptive Beamforming Algorithm for Smart Antennas
Author :
Wang, Lei ; De Lamare, Rodrigo C.
Author_Institution :
Univ. of York York, York
Abstract :
In this paper, we study the performance of blind adaptive beamforming algorithms for smart antennas in realistic environments. A constrained constant modulus (CCM) design criterion is described and used for deriving a recursive least squares (RLS) type optimization algorithm. Furthermore, two kinds of scenarios are considered in the paper for analyzing its performance. Simulations are performed to compare the performance of the proposed method to other well-known methods for blind adaptive beamforming. Results indicate that the proposed method has a significant faster convergence rate, better robustness to changeable environments and better tracking capability.
Keywords :
adaptive antenna arrays; array signal processing; least squares approximations; blind adaptive beamforming algorithm; constrained constant modulus; recursive least squares; smart antennas; Adaptive arrays; Algorithm design and analysis; Array signal processing; Constraint optimization; Convergence; Design optimization; Least squares methods; Performance analysis; Resonance light scattering; Robustness;
Conference_Titel :
Wireless Communication Systems, 2007. ISWCS 2007. 4th International Symposium on
Conference_Location :
Trondheim
Print_ISBN :
978-1-4244-0979-2
Electronic_ISBN :
978-1-4244-0979-2
DOI :
10.1109/ISWCS.2007.4392422