Error Analysis of the Optimal Antenna Array Processors
- 1 July 1986
- journal article
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Aerospace and Electronic Systems
- Vol. AES-22 (4) , 395-409
- https://doi.org/10.1109/taes.1986.310775
Abstract
The optimal weights of an antenna array processor, which maximizes the output signal-to-noise ratio (SNR) in the absence of errors, are computed using the noise-alone matrix inverse (NAMI) and the steering vector in the look direction or the signal-plus-noise matrix inverse (SPNMI) and the steering vector. In practice the estimated steering vector as well as the estimated optimal weights are corrupted by random errors. This paper has analyzed the effects of these errors on the performance of the NAMI processor and the SPNMI processor by deriving analytic expressions for the output signal power, output noise power, output SNR, and the array gain as a function of the error variance. The treatment is for a general array configuration and no assumption about a particular array geometry is made.Keywords
This publication has 23 references indexed in Scilit:
- Analysis of constrained LMS algorithm with application to adaptive beamforming using perturbation sequencesIEEE Transactions on Antennas and Propagation, 1986
- Analysis of the performance of adaptive beam forming using perturbation sequencesIEEE Transactions on Antennas and Propagation, 1983
- Fast Algorithms for Time Domain Broadband Adaptive Array ProcessingIEEE Transactions on Aerospace and Electronic Systems, 1982
- Array beam response in the presence of amplitude and phase fluctuationsThe Journal of the Acoustical Society of America, 1982
- Impact of beam steering errors on shifted sideband and phase shift beamforming techniquesThe Journal of the Acoustical Society of America, 1981
- Effect of element failure and random errors in amplitude and phase on the sidelobe level attainable with a linear arrayThe Journal of the Acoustical Society of America, 1980
- Array gain for signals and noise having amplitude and phase fluctuationsThe Journal of the Acoustical Society of America, 1980
- A comparison of adaptive algorithms based on the methods of steepest descent and random searchIEEE Transactions on Antennas and Propagation, 1976
- An algorithm for linearly constrained adaptive array processingProceedings of the IEEE, 1972
- Criteria for Optimum-Signal-Detection Theory for ArraysThe Journal of the Acoustical Society of America, 1967