Pith Number

pith:B6F4NEGG

pith:2022:B6F4NEGGH3IAFCSPDZKCXXJ3PM

not attested not anchored not stored refs pending

Graph Neural Network Aided MU-MIMO Detectors

Alva Kosasih, Branka Vucetic, Vera Miloslavskaya, Victor Andrean, Vincent Onasis, Wibowo Hardjawana

arxiv:2206.09381 v2 · 2022-06-19 · eess.SP · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{B6F4NEGGH3IAFCSPDZKCXXJ3PM}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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	2026-07-05T04:34:54.963216Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0f8bc690c63ed0028a4f1e542bdd3b7b0460a8f9450a2bb7b2a6dd32361724fb

Aliases

arxiv: 2206.09381 · arxiv_version: 2206.09381v2 · doi: 10.48550/arxiv.2206.09381 · pith_short_12: B6F4NEGGH3IA · pith_short_16: B6F4NEGGH3IAFCSP · pith_short_8: B6F4NEGG

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/B6F4NEGGH3IAFCSPDZKCXXJ3PM \
  | 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: 0f8bc690c63ed0028a4f1e542bdd3b7b0460a8f9450a2bb7b2a6dd32361724fb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7f1bd79d69ca921d4cec9df26843933d2a175eb6cb007dafef3731e3867e23c2",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2022-06-19T11:23:02Z",
    "title_canon_sha256": "3ae0abc60a95ee0038e8027185a238a2a616f4e32b7a119041f3392840826d75"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.09381",
    "kind": "arxiv",
    "version": 2
  }
}