Pith Number

pith:KVPDFDHT

pith:2024:KVPDFDHTV3VN5PXSEI4OFEM7TX

not attested not anchored not stored refs pending

Channel Deduction: A New Learning Framework to Acquire Channel from Outdated Samples and Coarse Estimate

Chongwen Huang, Merouane Debbah, Zhaohui Yang, Zhaoyang Zhang, Zirui Chen

arxiv:2403.19409 v2 · 2024-03-28 · eess.SP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KVPDFDHTV3VN5PXSEI4OFEM7TX}

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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.

Cited by

1 paper in Pith

Towards Wireless Native Big AI Model: The Mission and Approach Differ From Large Language Model

Receipt and verification

First computed	2026-07-05T09:33:30.284980Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

555e328cf3aeeadebef22238e2919f9df9de9e1cf147ae51992b0034457afba8

Aliases

arxiv: 2403.19409 · arxiv_version: 2403.19409v2 · doi: 10.48550/arxiv.2403.19409 · pith_short_12: KVPDFDHTV3VN · pith_short_16: KVPDFDHTV3VN5PXS · pith_short_8: KVPDFDHT

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/KVPDFDHTV3VN5PXSEI4OFEM7TX \
  | 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: 555e328cf3aeeadebef22238e2919f9df9de9e1cf147ae51992b0034457afba8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2b3b013c777ed4c225b45800f8448255ee163814feed7b11274b42bc07420b99",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2024-03-28T13:34:49Z",
    "title_canon_sha256": "a3d50948a3bd2c04c2aeeacd295c2448863b247f54b1ae08a8d1aed90005aa5f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.19409",
    "kind": "arxiv",
    "version": 2
  }
}