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Direction of arrival estimation using radio interferometric arrays

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doaFind

Direction of arrival estimation using radio interferometric arrays. Methods are described in this paper.

Run from ./src directory. Pass A12 or SKA for --array option.

  1. Generate training data:
./rfisig.py --seed 1 --array A12
  1. Train model:
./train.py --iterations 250000
  1. Generate testing data:
./rfisig.py --seed 2 --array A12
  1. Evaluate model:
./eval.py --iterations 20

Pass --help option to see more options.

Use --simulate_range, --estimate_range and --range_grid options to perform DOA and range estimation.

do 30 okt 2025 9:34:37 CET

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