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DOA estimation dataset for variable number of signals

Citation Author(s):
Qian Xu
Submitted by:
Qian Xu
Last updated:
DOI:
10.21227/81eb-cw97
Data Format:
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Abstract

Dataset for multiple signal DOA estmation. This the original dataset used in our research. we consider a ULA with M = 16 antenna elements spaced at half-wavelength distance (l = λ/2). We consider narrowband, non-coherent signals with different intermediate frequencies (IF) transmitted from different sources. The signals are sampled at the intermediate frequency with a sampling frequency of 2.5MHz and 300 sample points. Then we simulate the array received signal according to signal model (1) at different SNRs of {-10, -9, -8, -7, -6, -5, -4, -3, -2, -1, 0, 1, 2, 3, 4, 5} dB.

Instructions:

More details can be found in our paper "Deep Learning-Based DOA Estimation via Grid Search Approach for Unknown and Variable Number of Signals".