Adaptive Beamforming Using Projection Method in Large-Scale Antenna Arrays
محورهای موضوعی : Majlesi Journal of Telecommunication DevicesMina Modaresi 1 , Mansour Nejati Jahromi 2 , Vahid Tabataba Vakili 3
1 - Department of Electrical Engineering, Islamic Azad University Tehran South Branch, Tehran, Iran
2 - Department of Electrical Engineering, Aeronautical College and Islamic Azad University Tehran South Branch, Tehran, Iran
3 - Department of Electrical Engineering, Iran University of Science and Technology and Islamic Azad University Tehran South Branch, Tehran, Iran
کلید واژه: en,
چکیده مقاله :
Due to geometrical errors, complexity, and interference, the steering vector in large-scale antenna arrays needs to be accurately calculated. Beamforming methods based on adaptive processing can effectively overcome complexities and limitations of large-scale arrays. Here, we present the projection-based parallel linearly-constrained minimum variance (PBPLCMV) algorithm which calculates the steering vector of the desired signal through projecting the assumed steering vector onto the signal subspace. Then, the optimum weights of the adaptive beamformer are calculated using the parallel linear constrained minimum variance (PLCMV) algorithm. The simulation results show that for low input SNRs, the proposed method has better performance and output SINRs up to 18 dB more than the output SINRs of the parallel robust recursive linearly constrained minimum variance (PRRLCMV).
[1] R.A. Monzingo and T.W. Miller, “Introduction to Adaptive Arrays, ” New Yourk, Wiley, 1980.
[2] D.J. Chapman, “Partial Adaptivity for the Large Array, ” IEEE Trans. On Antennas and Propagation., Vol. 24, pp. 685-696, Sep. 1976.
[3] D.R. Morgan, “Partially Adaptive Array Techniques,” IEEE Trans. On Antennas and Propagation., Vol. 26, pp. 823-833, Nov. 1978.
[4] S.J. YU, J.H. Lee, “Adaptive Array Beamforming Based on an Efficient Technique, ” IEEE Trans. On Antennas and Propagation, Vol. 44, pp. 1094-1101, Aug. 1996.
[5] W. Wang, W.X. Sheng, B.Y Qi, “Subarray Adaptive Array Beamforming Algorithm based on LCMV,” Asia Pacific Microwave Conference Proceedings, Vol. 3, pp. 1964-1966, Dec. 2005.
[6] O.L. Frost, “An Algorithm for Linearly Constrained Adaptive Array Processing, ” Proceedings of The IEEE, Vol. 60, No. 8,pp. 926-935, Aug. 1972.
[7] F. Huang, W. Sheng, X. Ma and W. Wang, “Robust Adaptive Beamforming for Large-Scale Arrays, ” Elsevier Signal Processing, pp. 165-172, June 2009.
[8] Z.L. Yu, Q. Zou, M.H. Er, “A New Approach to Robust Beamforming against Generalized Phase Errors, ” Proceedings of the Sixth Circuits and System Symposium on Emerging Technologies: Frontiers of Mobile and Wireless Communications, Vol. 2, pp. 775-778, June 2004.
[9] F. Huang, W. Shemg and X. Ma, “Modified Projection Approach for Robust Adaptive Array Beamforming, ” Elsevier Signal Processing, pp. 1758-1763, June 2012.