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Polar Code SC-List Decoding with CRC-Aided Selection

  • Task ID: electrical_engineering.polar_scl_decoding
  • Domain: electrical_engineering
  • Subdomain: channel_coding_decoding
  • Status: test
  • Tags: digital_communications, polar_codes, successive_cancellation, scl_decoding, tal_vardy, crc_aided, bpsk, awgn, 5g_nr_control_channel

Public Summary

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Example B1 Prompt Excerpt

You are implementing a soft-input decoder for a binary polar code over a
BPSK-AWGN channel. The reference decoder is Tal & Vardy's SC-List (SCL)
algorithm with CRC-aided final selection; the obvious single-path SC
decoder is 1-2 dB worse and will lose significant credit.
## Inputs (read-only)
- `./data/received_llr.npy` — channel log-likelihood ratios per codeword,
  shape `(num_cases, n_codewords_per_case, N)`, dtype `float32`.
  Convention: `LLR = log P(y|bit=0) - log P(y|bit=1)`, so **positive LLR

Notes

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  • Higher-level prompt details and internal benchmark specifics may remain intentionally undisclosed.