Pith Number

pith:OVGYW5P3

pith:2022:OVGYW5P3B7XFUB2HSNIHBBCENX

not attested not anchored not stored refs pending

A CNN-LSTM-based Fusion Separation Deep Neural Network for 6G Ultra-Massive MIMO Hybrid Beamforming

Abbas Jamalipour (3), Abu Horaira Hridhon (1), Australia), Australia. 3 School of Electrical & Information Engineering, Bangladesh. 2 School of IT, Bangladesh University of Engineering, Canberra, Dhaka, Electronic Engineering, Kumudu Munasinghe (2), MD. Farhad Hossain (1) (1 Department of Electrical, Rafid Umayer Murshed (1), Systems, Technology (BUET), The University of Sydney, University of Canberra, Zulqarnain Bin Ashraf(1)

arxiv:2209.12893 v1 · 2022-09-26 · 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{OVGYW5P3B7XFUB2HSNIHBBCENX}

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.

Receipt and verification

First computed	2026-07-05T05:00:57.338939Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

754d8b75fb0fee5a074793507084446dc6ad1fe88fd6948320f79895f7ee4b00

Aliases

arxiv: 2209.12893 · arxiv_version: 2209.12893v1 · doi: 10.48550/arxiv.2209.12893 · pith_short_12: OVGYW5P3B7XF · pith_short_16: OVGYW5P3B7XFUB2H · pith_short_8: OVGYW5P3

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/OVGYW5P3B7XFUB2HSNIHBBCENX \
  | 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: 754d8b75fb0fee5a074793507084446dc6ad1fe88fd6948320f79895f7ee4b00

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "abaff977c27d1b22736988a9fcbf969dc5a7f89e8a69965b0b4d68d357b9a9ff",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2022-09-26T17:59:59Z",
    "title_canon_sha256": "e65886b7cb2b9d941e44863a2f6b127997b4b243e1782dfb9f9e832f11659226"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2209.12893",
    "kind": "arxiv",
    "version": 1
  }
}