Data for "Multi-frequency Antenna Metrology with Sparse Measurements", to be submitted to IEEE Transactions on Antennas and Propagation or IEEE Transactions on Signal Processing. - Figure_8_horn_PD_errors.csv

This file contains the data for Figure 8, which shows the relative error and success rate phase diagrams for sparse and low-rank matrix recovery with noisy measurements using the for a simulated standard gain horn antenna operating in the 8-12 GHz range. Info on recovery approaches is in Section. 2.1.1 and 2.1.2 in. The CSV data file is organized as described in the header (first row) of the file copied here:Sample density (# of measurements / # of coefficient matrix entries) (no relevant units),Relative error (dB) of recovered coefficients using the basis pursuit approach (Theorem 8) with the JBOS sampling operator (Section 2.1.1).,Relative error (dB) of recovered coefficients using the B. M. factorized matrix sensing approach (Section 2.1.2) with the JBOS sampling operator.,Relative error (dB) of recovered coefficients using the B. M. factorized matrix sensing approach (Section 2.1.2) approach with the Rademacher JBOS sampling operator.,Relative error (dB) of recovered coefficients using the basis pursuit approach (Theorem 6) with the IBOS sampling operator (Section 2.1.1).,Relative error (dB) of recovered coefficients using the B. M. factorized matrix sensing approach (Section 2.1.2) with the IBOS sampling operator.,Relative error (dB) of recovered coefficients using the B. M. factorized matrix sensing approach (Section 2.1.2) approach with the Rademacher IBOS sampling operator.,Mean success rate (relative error < 0.01) (no relevant units) of recovered coefficients using the basis pursuit approach (Theorem 8) with the JBOS sampling operator (Section 2.1.1).,Mean success rate (relative error < 0.01) (no relevant units) of recovered coefficients using the B. M. factorized matrix sensing approach (Section 2.1.2) with the JBOS sampling operator.,Mean success rate (relative error < 0.01) (no relevant units) of recovered coefficients using the B. M. factorized matrix sensing approach (Section 2.1.2) approach with the Rademacher JBOS sampling operator.,Mean success rate (relative error < 0.01) (no relevant units) of recovered coefficients using the basis pursuit approach (Theorem 6) with the IBOS sampling operator (Section 2.1.1).,Mean success rate (relative error < 0.01) (no relevant units) of recovered coefficients using the B. M. factorized matrix sensing approach (Section 2.1.2) with the IBOS sampling operator.,Mean success rate (relative error < 0.01) (no relevant units) of recovered coefficients using the B. M. factorized matrix sensing approach (Section 2.1.2) approach with the Rademacher IBOS sampling operator.

Source: Data for "Multi-frequency Antenna Metrology with Sparse Measurements", to be submitted to IEEE Transactions on Antennas and Propagation or IEEE Transactions on Signal Processing.

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Figure_8_horn_PD_errors.csv

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