Antenna Radiation Pattern Reveals Algorithm Performance

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Resource Overview

Antenna radiation patterns demonstrate algorithm performance by comparing static patterns with Chebyshev-weighted patterns featuring -30dB sidelobe levels, implemented through array-factor calculations and window function applications

Detailed Documentation

Antenna radiation patterns serve as critical indicators for evaluating this algorithm's performance. In this implementation, we compare static radiation patterns with Chebyshev-weighted patterns featuring suppressed sidelobe levels at -30dB threshold. The comparison methodology involves calculating array factors using different weighting schemes - uniform weights for static patterns and Chebyshev coefficients for optimized sidelobe control. This evaluation framework enables comprehensive performance analysis through pattern visualization, including main lobe characteristics, sidelobe suppression effectiveness, and beamwidth comparisons, providing quantitative insights into the algorithm's beamforming capabilities and interference rejection performance.

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