Pith Number

pith:XBO2MYSX

pith:2024:XBO2MYSXFQCF5QU5N2FB6M5XTS

not attested not anchored not stored refs pending

Joint Precoding and AP Selection for Energy Efficient RIS-aided Cell-Free Massive MIMO Using Multi-agent Reinforcement Learning

Bo Ai, Chau Yuen, Derrick Wing Kwan Ng, Enyu Shi, Jiayi Zhang, Marco Di Renzo, Yiyang Zhu, Ziheng Liu

arxiv:2411.11070 v1 · 2024-11-17 · cs.IT · eess.SP · math.IT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XBO2MYSXFQCF5QU5N2FB6M5XTS}

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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

Energy Saving for Cell-Free Massive MIMO Networks: A Multi-Agent Deep Reinforcement Learning Approach

Receipt and verification

First computed	2026-07-05T09:36:28.275759Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b85da662572c045ec29d6e8a1f33b79c8755e8f9013c37464df3d1ae5be69f3b

Aliases

arxiv: 2411.11070 · arxiv_version: 2411.11070v1 · doi: 10.48550/arxiv.2411.11070 · pith_short_12: XBO2MYSXFQCF · pith_short_16: XBO2MYSXFQCF5QU5 · pith_short_8: XBO2MYSX

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/XBO2MYSXFQCF5QU5N2FB6M5XTS \
  | 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: b85da662572c045ec29d6e8a1f33b79c8755e8f9013c37464df3d1ae5be69f3b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1bc5fde1b33c400d2dc02bd81955d6fc99e90b5182af6f094ca8ccf1cba8b77d",
    "cross_cats_sorted": [
      "eess.SP",
      "math.IT"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IT",
    "submitted_at": "2024-11-17T13:19:25Z",
    "title_canon_sha256": "569a4377e090f7f9f843efa1a1cf105c35438cefccc563b1b4718c16373efc7d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.11070",
    "kind": "arxiv",
    "version": 1
  }
}