weaklink

Streaming digital modem: bytes on stdin → audio → bytes on stdout. Works with tail -f; no memory buffering, no wait-for-EOF.

Distribution: weaklink-modem (PyPI + release binaries).

Install

Portable Linux binary:

sudo apt install libportaudio2 libsndfile1
curl -L -O https://github.com/ivica3730k/weaklink-9a3ice/releases/latest/download/weaklink-modem-linux-x86_64-latest
chmod +x weaklink-modem-linux-x86_64-latest

Debian / Ubuntu .deb:

curl -L -O https://github.com/ivica3730k/weaklink-9a3ice/releases/latest/download/weaklink-modem_amd64-latest.deb
sudo dpkg -i weaklink-modem_amd64-latest.deb

From source:

poetry install
poetry run weaklink-modem --version

PyPI:

pip install weaklink-modem

Quickstart

# WAV roundtrip
echo -n "hello weaklink" | weaklink-modem tx --modem-wav /tmp/hello.wav
weaklink-modem rx --modem-wav /tmp/hello.wav

# Live speaker → mic
weaklink-modem rx > out.txt &
echo -n "over the room" | weaklink-modem tx

# Long-lived stream
tail -f /var/log/syslog | weaklink-modem tx --modem-baud 300

Both sides must use the same --modem-baud (no handshake).

Presets

The three baud rates below are presets — starting points, not fixed configurations. Every preset carries 13 B of payload per RS block (RS(16,8) + CRC-32) by default, so message sizes and per-block air time in the table are what you get if you don't override anything.

Every knob shown is overridable on both sides via CLI flags (--modem-num-tones, --modem-rs-data-bytes, --modem-rs-parity-bytes, --modem-block-repeats, ...), or via ModemOptions in the Python API. Changing them shifts the numbers in the table proportionally -- smaller RS blocks and lower repeat counts mean shorter minimum payloads (and a worse cliff); the reverse is also true.

SNR is measured with AWGN normalised to a 3 kHz reference band — a cross-baud comparison convention, not a physical channel filter.

Doubling --modem-block-repeats buys ~2–3 dB via soft-LLR combining at proportional air time. Full sweep of every combo we test is in results.md.

Debugging live audio

weaklink-modem rx --modem-debug > out.txt writes diagnostics to log.txt (stdout stays clean for piping). Watch for:

• audio: peak +X dBFS below −40 dBFS → wrong mic or gain too low.
• RS corrected — outer code saved a block.
• N slot(s) failed CRC/RS — unrecoverable, data lost.
• macOS mic AGC / voice-isolation destroys tones; disable in System Settings.

Full SNR sweep

Every baud × num_tones × RS × repeats combo is measured in results.md. Re-run poetry run weaklink-modem-benchmark to refresh.

Supported audio backends

* Windows is untested — PortAudio supports it so it should work, but no CI on that platform yet.

CLI reference

How it works

TX signal chain

flowchart LR
    A[stdin bytes] --> B[Chunk<br/>rs_data − 3 B<br/>per block]
    B --> C[Frame<br/>len · idx · payload · pad]
    C --> D[RS + CRC-32]
    D --> E[Conv encode<br/>K=7, r=1/2]
    E --> F[Per-block<br/>interleaver<br/>32-cycle PN]
    F --> G[Bits → 4-FSK<br/>symbols]
    G --> H[CPFSK<br/>modulator]
    H --> I[+ preamble<br/>+ pilot]
    I --> J[audio out]

RX signal chain

flowchart LR
    A[audio in] --> B[Non-coherent<br/>4-FSK demod]
    B --> C[Coarse FFT<br/>LO offset]
    C --> D[Preamble<br/>correlator]
    D --> E[Peak detect<br/>+ non-max<br/>suppression]
    E --> F[Per-preamble<br/>fine offset]
    F --> G[Slot soft LLRs]
    G --> H[Deinterleave<br/>seed brute-force]
    H --> I[Soft Viterbi]
    I --> J{RS + CRC<br/>ok?}
    J -- yes --> K[Assemble<br/>by block_index]
    J -- no --> L[Buffer LLRs;<br/>combine across<br/>R copies]
    L --> I
    K --> M[Strip zero-pad<br/>via length]
    M --> N[stdout bytes]

Every slot is bracketed by a preamble, so any single slot decodes standalone. Spurious mid-stream peaks get dropped. Message boundaries between separate tx sessions are inferred from non-block-length spans between preambles — one rx pipe can watch many tx sessions in a row.

Wire format

One tx session (live audio):

  ┌────────┬─────┬────────┬─────┬────────┬─────┬─────┬────────┬─────┬────────┐
  │ pilot  │ pre │ slot 0 │ pre │ slot 1 │ pre │ ... │slot N-1│ pre │ pilot  │
  └────────┴─────┴────────┴─────┴────────┴─────┴─────┴────────┴─────┴────────┘

One RS block, data area (before conv + interleave + FSK):

  ┌── 1B ──┬── 2B ────┬──── rs_data − 3 B ────┬── 4B CRC ──┬── rs_parity B ──┐
  │ length │block_idx │ payload (zero-padded) │  CRC-32    │  RS parity      │
  └────────┴──────────┴───────────────────────┴────────────┴─────────────────┘

block_idx is 2 bytes → one tx session is bounded at 65 535 slots.

Testing

poetry run pytest -q            # ~2 min, full suite

Every batch-decode test has an e2e-streaming companion that drives audio through the same _StreamingRxPump the CLI uses.

Glossary

• N-FSK / CPFSK — N continuous-phase tones, log₂(N) bits per symbol. Default N=4.
• Preamble — Fixed 32-symbol PN sequence bracketing every slot; RX locks timing / frequency / amplitude from it.
• Slot — Preamble + one RS-encoded block.
• Block — RS-encoded chunk carrying header + payload.
• RS(n,k) — Reed-Solomon outer code. k data + parity → n wire bytes; corrects (n-k)/2 byte errors.
• CRC-32 — Catches errors past RS correction.
• Convolutional code (K=7, r=1/2) + soft Viterbi — Inner FEC and its decoder, driven by per-bit LLRs.
• LLR — Log-likelihood ratio; a soft (real-valued) confidence per bit instead of a hard 0/1.
• Interleaver — Bit shuffle so bursts become isolated errors. Ours changes every block (32-permutation cycle).
• Non-coherent demod — Tone detection by energy; ~3 dB behind coherent.
• LO offset — Radio frequency error; we correct up to ±500 Hz.
• Pilot — Short random N-FSK burst before / after every live TX.
• SNR (dB) — Signal-to-noise ratio. Negative = noise louder than signal.
• AWGN — Additive white Gaussian noise; the standard clean-channel noise model used by the benchmark.
• Shannon limit — Theoretical lowest SNR at which a given data rate can be decoded error-free. Every FEC decoder sits some dB above it — that gap is what "Gap" columns report.
• Best SNR / cliff — Lowest SNR at which decode still works for a given config. Below it, everything breaks.
• Nyquist theorem — A signal is only recoverable if sampled above twice its highest frequency. In practice: tones must sit below sample_rate/2, and N-FSK tone spacing must be at least 1/T_symbol for non-coherent orthogonality.

Roadmap

• Coherent detection — Costas-loop demod, ~3 dB gain. Big DSP lift.
• LDPC — Closes ~2–4 dB of the Shannon gap. Needs a proper construction.

License

MIT. See LICENSE.

Reed-Solomon via reedsolo. Convolutional code uses the standard NASA/CCSDS (171, 133) generator polynomials. Audio via sounddevice and soundfile.