Pith Number

pith:RS6G2RTS

pith:2022:RS6G2RTS6QCHHLBT7UBTUMLWEV

not attested not anchored not stored refs pending

Signal Detection in MIMO Systems with Hardware Imperfections: Message Passing on Neural Networks

Branka Vucetic, Dawei Gao, Guisheng Liao, Qinghua Guo, Yanguang Yu, Yonghui Li, Yonina C. Eldar

arxiv:2210.03911 v1 · 2022-10-08 · eess.SP · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RS6G2RTS6QCHHLBT7UBTUMLWEV}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-07-05T05:04:33.677856Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8cbc6d4672f40473ac33fd033a3176257ff03374d60f69f7ae8bccdb50d5e608

Aliases

arxiv: 2210.03911 · arxiv_version: 2210.03911v1 · doi: 10.48550/arxiv.2210.03911 · pith_short_12: RS6G2RTS6QCH · pith_short_16: RS6G2RTS6QCHHLBT · pith_short_8: RS6G2RTS

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/RS6G2RTS6QCHHLBT7UBTUMLWEV \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 8cbc6d4672f40473ac33fd033a3176257ff03374d60f69f7ae8bccdb50d5e608

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e9997d4964e4fdf805f043979b8174eef2c7f589e14cc17840758329778bdcf1",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2022-10-08T04:32:58Z",
    "title_canon_sha256": "f052305835107448c8bd1440a5af8583318ef6184cafbf8e06d6a21edf21303b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.03911",
    "kind": "arxiv",
    "version": 1
  }
}