Pith. sign in
Pith Number

pith:MDPWIS7R

pith:2018:MDPWIS7R2VI2LXNWN2C44HBXW3
not attested not anchored not stored refs pending

Physical Layer Communications System Design Over-the-Air Using Adversarial Networks

Benjamin C. Hilburn, Nathan West, Tamoghna Roy, Timothy J. O'Shea

arxiv:1803.03145 v1 · 2018-03-08 · eess.SP · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{MDPWIS7R2VI2LXNWN2C44HBXW3}

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.

Cited by

1 paper in Pith

Receipt and verification
First computed 2026-05-18T00:21:44.333601Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

60df644bf1d551a5ddb66e85ce1c37b6f1d3243ac10bc749d5a25b94e8f877a0

Aliases

arxiv: 1803.03145 · arxiv_version: 1803.03145v1 · doi: 10.48550/arxiv.1803.03145 · pith_short_12: MDPWIS7R2VI2 · pith_short_16: MDPWIS7R2VI2LXNW · pith_short_8: MDPWIS7R
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/MDPWIS7R2VI2LXNWN2C44HBXW3 \
  | 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: 60df644bf1d551a5ddb66e85ce1c37b6f1d3243ac10bc749d5a25b94e8f877a0
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "49a8c461587d3d1edda11221b91049cb17b3f440a94a14a5613e129cb6a6fc4e",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2018-03-08T15:08:46Z",
    "title_canon_sha256": "f39456ac037d33252f2a43bf85da18370a1638ac7eef61d6656794e0478f7964"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1803.03145",
    "kind": "arxiv",
    "version": 1
  }
}