Pith Number

pith:N55NSKDM

pith:2025:N55NSKDMXMTCJG6LQ3U3NCMF4Q

not attested not anchored not stored refs pending

Large Wireless Localization Model (LWLM): A Foundation Model for Positioning in 6G Networks

Christian H\"ager, Guangjin Pan, Henk Wymeersch, Hui Chen, Kaixuan Huang, Shunqing Zhang

arxiv:2505.10134 v1 · 2025-05-15 · eess.SP · cs.AI · cs.LG

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\usepackage{pith}
\pithnumber{N55NSKDMXMTCJG6LQ3U3NCMF4Q}

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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

7 papers in Pith

CSI-CLIP++: A Scalable Channel Foundation Model for Wireless Communication via CIR-CSI Consistency

OmniLoc: A Geometry-Aware Foundation Model for Anchor-Free UE Localization Across Diverse Indoor Environments

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

RA-LWLM: Retrieval-Augmented In-Context Localization with Wireless Foundation Models

PilotWiMAE: Pilot-Native Representation Learning for Wireless Channels

Receipt and verification

First computed	2026-07-05T11:03:33.898389Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6f7ad9286cbb26249bcb86e9b68985e41f26c0922e9577219920b336fb5dcdb2

Aliases

arxiv: 2505.10134 · arxiv_version: 2505.10134v1 · doi: 10.48550/arxiv.2505.10134 · pith_short_12: N55NSKDMXMTC · pith_short_16: N55NSKDMXMTCJG6L · pith_short_8: N55NSKDM

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/N55NSKDMXMTCJG6LQ3U3NCMF4Q \
  | 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: 6f7ad9286cbb26249bcb86e9b68985e41f26c0922e9577219920b336fb5dcdb2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0bdcd8e3df385c780c05ba9769fe3d9e30af5dd1a7546ac6366aad06052743a6",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2025-05-15T10:04:44Z",
    "title_canon_sha256": "698389b33c110f3703f4263a1e9a2375abcfb51ae9d09c8c909b679eddb6a88b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.10134",
    "kind": "arxiv",
    "version": 1
  }
}