Reference no: EM131210894
Signal Processing Applications Assignment - Estimation of Range and Bearing Angle
1. Bearing-angle estimation
A passive detection system consists of two acoustic receivers. The separation between the receivers is 2.5 meters. The acoustic propagation speed in air is 343.6 m/s. The acoustic data tracks detected by the receivers are given. The sampling rate of the A/D conversion is 48 MHz. Estimate the bearing angle of the acoustic source.
2. Range estimation
The purpose of this exercise is to perform step-frequency radar imaging using FFT for range estimation.
The data set was taken over a section of the walkway pavement in front of the Broida Hall. The ground-penetrating radar imaging unit scanned along a linear path and took data at 200 spatial positions. The spatial spacing between the data-collection positions is 0.0213 m (2.13 cm).
At each data-collection position, the system illuminates the subsurface region of the walkway area with microwaves in the step-frequency mode, stepping through 128 frequencies with a constant increment, from 0.976 GHz to 2.00 GHz. The relative permittivity εr is approximately 6.0.
The data set is in the form of a (200 x 128) array, corresponding to 128 complex-amplitude values (for the 128 frequencies) at 200 receiving positions.
Your assignment is to perform the image reconstruction of the subsurface profile. Your result should be a two-dimensional image plot (magnitude-only). Please note:
(a) The propagation speed needs to be adjusted by the relative permittivity.
(b) The depth profile needs to be scaled by a factor of two for the round-trip propagation.
(c) The spatial scale of your image profile should be approximately the same, in both directions for effective visualization.
Your report should include (a) a detailed description of your approach and signal processing procedures, (b) resultant image, (c) code, and (d) a summary.
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Estimate the bearing angle of the acoustic source
: ECE 148 Signal Processing Applications Assignment - Estimation of Range and Bearing Angle. A passive detection system consists of two acoustic receivers. The separation between the receivers is 2.5 meters. Estimate the bearing angle of the acoustic s..
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