An adaptive beamforming technique based on cyclostationary signal properties
- 1 July 1995
- journal article
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Signal Processing
- Vol. 43 (7) , 1637-1650
- https://doi.org/10.1109/78.398725
Abstract
A new approach to adaptive beamforming is presented. The method is based on the property of cyclostationary signals to generate spectral lines when they pass through certain nonlinear transformations. The beamformer coefficients are selected according to a new optimization objective, which consists on minimizing the mean square error between the array output after the nonlinearity and a complex exponential. This approach optimally extracts any signal that generates a spectral line at the same frequency as the reference complex exponential. A gradient-based algorithm is derived to compute the optimum weights. Since the proposed cost function is a nonconvex function of the array coefficients, minima are analyzed for the three most common types of perturbations found in communications: Gaussian noise, multiple interferences, and multipath propagation. It is demonstrated via analysis and simulations that minima correspond to points where output noise power is minimized, interferences are canceled, and intersymbol interference is removed, i.e., the beamformer eliminates the distortion introduced by the radiocommunication channelKeywords
This publication has 13 references indexed in Scilit:
- The CM array: An adaptive beamformer for constant modulus signalsPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2005
- Linearly-constrained adaptive beamforming using cyclostationary signal propertiesPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2002
- Spatial equalization of a radio-mobile channel without beamforming using the constant modulus algorithm (CMA)Published by Institute of Electrical and Electronics Engineers (IEEE) ,1993
- Data Communications PrinciplesPublished by Springer Nature ,1992
- Spectral self-coherence restoral: a new approach to blind adaptive signal extraction using antenna arraysProceedings of the IEEE, 1990
- New criteria for blind deconvolution of nonminimum phase systems (channels)IEEE Transactions on Information Theory, 1990
- A complex gradient operator and its application in adaptive array theoryIEE Proceedings H Microwaves, Optics and Antennas, 1983
- Jitter Comparison of Tones Generated by Squaring and by Fourth-Power CircuitsBell System Technical Journal, 1978
- An adaptive array in a spread-spectrum communication systemProceedings of the IEEE, 1978
- Adaptive antenna systemsProceedings of the IEEE, 1967