Pith Number

pith:P23XI5XM

pith:2026:P23XI5XM6JTW3JUTQHASHRRRST

not attested not anchored not stored refs pending

WiFo-M$^2$: Empower Wireless Communications With Plug-and-Play Environment Sensing via Foundation Model

Haotian Zhang, Shijian Gao, Xiang Cheng

arxiv:2601.09179 v3 · 2026-01-14 · 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{P23XI5XM6JTW3JUTQHASHRRRST}

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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

3 papers in Pith

Foundation Models for Wireless Communications: From PHY Intelligence to Network Autonomy

WiFo-MiSAC: A Wireless Foundation Model for Multimodal Sensing and Communication Integration via Synesthesia of Machines (SoM)

Paradigm Shift from Statistical Channel Modeling to Digital Twin Prediction: An Environment-Generalizable ChannelLM for 6G AI-enabled Air Interface

Receipt and verification

First computed	2026-07-28T01:21:34.998995Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7eb77476ecf2676da69381c123c63194f9de4633a0ded1ea1ee126f755bc39e7

Aliases

arxiv: 2601.09179 · arxiv_version: 2601.09179v3 · doi: 10.48550/arxiv.2601.09179 · pith_short_12: P23XI5XM6JTW · pith_short_16: P23XI5XM6JTW3JUT · pith_short_8: P23XI5XM

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/P23XI5XM6JTW3JUTQHASHRRRST \
  | 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: 7eb77476ecf2676da69381c123c63194f9de4633a0ded1ea1ee126f755bc39e7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "528c4b47bc3f8a037b4dec6b437a8bd78be9eefeda4b1d0cd668a64eb84379e5",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2026-01-14T05:26:25Z",
    "title_canon_sha256": "fbedbba7338db6efc5f82079f9dad211d7d7c57a6feb6a11dee0f6116ecb1750"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2601.09179",
    "kind": "arxiv",
    "version": 3
  }
}