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Paper Citation Record · LEDGER

Multi-Modal Data Fusion in Enhancing Human-Machine Interaction for Robotic Applications: A Survey

As of 16 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2202.07732.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2202.07732 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T04:08:24.345187Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-12T11:16:08.047962Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation b5dc09ff-e1c8-475c-abb7-ba15d225684e · inbound

Robust Dynamic Gesture Recognition at Ultra-Long Distances cites this paper.

Robust Dynamic Gesture Recognition at Ultra-Long Distances Multi-Modal Data Fusion in Enhancing Human-Machine Interaction for Robotic Applications: A Survey

Reference 42

Resolution
verified exact
local_arxiv, observed 2026-08-12T11:16:08.060443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T11:16:07.866022Z digest=sha256:ed6229ed33483e9fe7fb5200914670ce0f648aab7107ba70eda5f72e575bd078

Observation 7ad4cf55-807f-413f-885a-2a0444b3087a · inbound

A Synergistic Framework of Nonlinear Acoustic Computing and Reinforcement Learning for Real-World Human-Robot Interaction cites this paper.

A Synergistic Framework of Nonlinear Acoustic Computing and Reinforcement Learning for Real-World Human-Robot Interaction Multi-Modal Data Fusion in Enhancing Human-Machine Interaction for Robotic Applications: A Survey

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-16T04:08:24.345187Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T04:08:24.345187Z digest=sha256:0640f50c3641a61df1dde08bf670a169812f0c923f66cf56e26f46a57596244e