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Paper Citation Record · LEDGER

Fault-Tolerant IoT System Using Software-Based "Digital Twin"

As of 7 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 0 inbound Pith citation observations for arXiv:2505.24047.

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

pith.paper-citation-record.v1
2505.24047 v1

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:41:18.965405Z

measured 24 of 24 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

24 of 24 outbound references displayed

  • verified exact5
  • verified fuzzy14
  • unresolved4
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6d291a1c-1487-4839-af21-dc1f6bda50ae · outbound

This paper cites an unresolved cited work.

Fault-Tolerant IoT System Using Software-Based "Digital Twin" Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:41:23.508878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:41:15.765150Z digest=sha256:2804b2e38b3c090b787333a8fb0fe75915e4d64f10f18af8302e951972cef66d

Observation e40a9049-8098-424c-8ba3-e401d7fd0571 · outbound

This paper cites an unresolved cited work.

Fault-Tolerant IoT System Using Software-Based "Digital Twin" Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:41:23.326315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:41:15.841596Z digest=sha256:49120ce5553ce2e949c2d2b3832f8002880ff8be1c0ce2e4eeca8a320c8fb97d

Observation 5d9756d8-ee96-4bcd-9523-387d662f952f · outbound

This paper cites Fault Tolerance strategies for Wireless Sensor Networks – A Comprehensive Survey.

Fault-Tolerant IoT System Using Software-Based "Digital Twin" Fault Tolerance strategies for Wireless Sensor Networks – A Comprehensive Survey

Reference 3

Resolution
verified exact
raw_fallback, observed 2026-08-07T12:41:20.298822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation f8dfea6e-c07b-4316-b4b2-aae5ba9c50b9 · outbound

This paper cites Fault tolerant and scalable IoT-based architecture for health monitoring.

Fault-Tolerant IoT System Using Software-Based "Digital Twin" Fault tolerant and scalable IoT-based architecture for health monitoring

Reference 4

Resolution
verified exact
raw_fallback, observed 2026-08-07T12:41:20.074872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:41:16.121833Z digest=sha256:307c612db6d655862a8434dcf2edbf91b3cff1e6f74b07f3dfe9b231adeeac15

Observation b9166428-f0d8-47a0-bc8b-20aa8c1ccfc8 · outbound

This paper cites Fault detection of wireless sensor networks.

Fault-Tolerant IoT System Using Software-Based "Digital Twin" Fault detection of wireless sensor networks

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:41:23.193502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:41:16.305951Z digest=sha256:2ad0a6660fbbc3f7bc2f606bbd409db7004182b99254f4e0af8ee25e18ed4daa

Observation b003a865-9b56-4b41-af28-f0ca53f1d98a · outbound

This paper cites Automated Fault Diagnosis in Wireless Sensor Networks: A Comprehensive Survey.

Fault-Tolerant IoT System Using Software-Based "Digital Twin" Automated Fault Diagnosis in Wireless Sensor Networks: A Comprehensive Survey

Reference 6

Resolution
malformed identifier
doi_truncated, observed 2026-08-07T12:41:19.513950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:41:16.464341Z digest=sha256:0f10fdabea45fb3e62dee288e585eff31b46182141c1c93397319ce8c4044685

Observation 96fd3630-4481-4302-9f1b-dddddec6a848 · outbound

This paper cites Fault Tolerance Structures in Wireless Sensor Networks (WSNs): Sur- vey, Classification, and Future Directions.

Fault-Tolerant IoT System Using Software-Based "Digital Twin" Fault Tolerance Structures in Wireless Sensor Networks (WSNs): Sur- vey, Classification, and Future Directions

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-07T12:41:16.577458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:41:16.577458Z digest=sha256:8507814eb29f2387f83014acd219150a64ef3fc75dabcf15842024b2be1a89f3

Observation 4bf1e6f6-393b-4b59-a5a2-c3b266df97ff · outbound

This paper cites Detection, identification, and quan- tification of sensor fault.

Fault-Tolerant IoT System Using Software-Based "Digital Twin" Detection, identification, and quan- tification of sensor fault

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:41:22.980130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:41:16.703324Z digest=sha256:07c948375ca56a9e6c1e4ca5cb106754916a52b879253bc9ee463379d5628392

Observation d53e02d3-73e9-4e0e-a7f3-da9727c931ca · outbound

This paper cites Fault- Tolerant Approaches for IoT Integrated Smart City.

Fault-Tolerant IoT System Using Software-Based "Digital Twin" Fault- Tolerant Approaches for IoT Integrated Smart City

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:41:22.811571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:41:16.854595Z digest=sha256:d42b4e83d7198c4b752305d31d552776cf06d851a6dc0f8b4358f393dec63899

Observation fa146460-70b1-4ab1-bbfa-fdc585074526 · outbound

This paper cites Redundancy and its applications in wireless sensor net- works: A survey.

Fault-Tolerant IoT System Using Software-Based "Digital Twin" Redundancy and its applications in wireless sensor net- works: A survey

Reference 10

Resolution
verified exact
raw_fallback, observed 2026-08-07T12:41:19.775332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:41:16.978204Z digest=sha256:67abb6df2e29ba5c512063418f43a306295e4aedf2e44c0c8f22e4d7eafcf4b8

Observation 327b61d9-e330-494e-a8b0-273ac8f123a3 · outbound

This paper cites Analysis on the redundancy of wireless sensor networks.

Fault-Tolerant IoT System Using Software-Based "Digital Twin" Analysis on the redundancy of wireless sensor networks

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:41:22.629864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:41:17.105382Z digest=sha256:6dc5bdaf32a65136ce2e5358585d53ce6e75e040710560e068699758bb6add24

Observation 49e8d092-0134-40f8-a1bb-5ba0662bf6aa · outbound

This paper cites A survey on wireless sensor networks deployment.

Fault-Tolerant IoT System Using Software-Based "Digital Twin" A survey on wireless sensor networks deployment

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:41:22.451757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:41:17.228121Z digest=sha256:fcb6572054746d28922c4be594c20714d0b2793b21178405cad040d1819cf37a

Observation eb56e4bf-58bc-4aa2-aa06-d9caaa231173 · outbound

This paper cites Redundancy as a measure of fault-tolerance for the Internet of Things: A review.

Fault-Tolerant IoT System Using Software-Based "Digital Twin" Redundancy as a measure of fault-tolerance for the Internet of Things: A review

Reference 13

Resolution
verified exact
doi, observed 2026-08-07T12:41:19.369268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:41:17.339309Z digest=sha256:2dbd93fd222c1f045c875dca79adb7365de7f6a8e8224576369b778e9ecd6471

Observation d66a89d4-5eac-4036-a0af-36524e757e0d · outbound

This paper cites Using redundancy to de- tect security anomalies: towards IoT security attack detectors: ubiquity symposium: the internet of things.

Fault-Tolerant IoT System Using Software-Based "Digital Twin" Using redundancy to de- tect security anomalies: towards IoT security attack detectors: ubiquity symposium: the internet of things

Reference 14

Resolution
verified exact
doi, observed 2026-08-07T12:41:19.132795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:41:17.452112Z digest=sha256:471721e8a595d3e8eda1fb689af0925393a6165151e8771eb08ba574a9e4ac2a

Observation 3f443089-b3c0-471f-94da-4d920260327c · outbound

This paper cites an unresolved cited work.

Fault-Tolerant IoT System Using Software-Based "Digital Twin" Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:41:22.266293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:41:17.611409Z digest=sha256:b557a0a0a44f6ce757a3ce09fce712c3fde63edc3e72409bd43ce9445405681f

Observation ca6adf4e-59b7-4e4c-a7c4-a64ac3d847b0 · outbound

This paper cites Wikipedia, The Free Encyclopedia, 16 Feb.

Fault-Tolerant IoT System Using Software-Based "Digital Twin" Wikipedia, The Free Encyclopedia, 16 Feb

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:41:22.072532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:41:17.793892Z digest=sha256:2223320d13f2d3fbb36ed83b1b28505547c572f5e834c03d05a8e3bc05d566d4

Observation 1b134176-011a-498a-92dd-a2a7c1a4d55b · outbound

This paper cites Ma- chine Learning-Based Anomaly Detection of Correlated Sensor Data: An Integrated Principal Component Analysis-Autoencoder Approach.

Fault-Tolerant IoT System Using Software-Based "Digital Twin" Ma- chine Learning-Based Anomaly Detection of Correlated Sensor Data: An Integrated Principal Component Analysis-Autoencoder Approach

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:41:21.808611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:41:17.936031Z digest=sha256:90ab3396c4230bf2164166acc5a2a9a9a694fa05514ebcc810e54df84a9db27b

Observation 5bb128f5-6b2b-4b03-b64d-033d1ce2026b · outbound

This paper cites 10 Incredibly Useful Time Series Forecasting Algorithms.

Fault-Tolerant IoT System Using Software-Based "Digital Twin" 10 Incredibly Useful Time Series Forecasting Algorithms

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:41:21.631730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:41:18.091572Z digest=sha256:35328679a408a65c0d2a90af06f6ef4b21ce325d42a8d5251a172aacfd1f37a0

Observation 5e53dd65-7658-4f9d-a791-d6b6f6e2835d · outbound

This paper cites Time Series Analysis using Facebook Prophet.

Fault-Tolerant IoT System Using Software-Based "Digital Twin" Time Series Analysis using Facebook Prophet

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:41:21.426062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:41:18.273945Z digest=sha256:b7b11841e5926fee6ddde797932fcf7a8d8b29e7824a63851588cd6233db5844

Observation bb1c12f1-d834-497d-96d9-baead8660d53 · outbound

This paper cites Interpretable Deep Learn- ing for Time Series Forecasting.

Fault-Tolerant IoT System Using Software-Based "Digital Twin" Interpretable Deep Learn- ing for Time Series Forecasting

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:41:21.199424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:41:18.452186Z digest=sha256:afea662cd3fd5c18d7b4ffdf19647d359874936fbbdf196c0615a99ec78f2ee8

Observation 01c6e308-d26e-4d46-9dcc-5fb022c48dda · outbound

This paper cites Time Series Forecasting using Kalman Filter.

Fault-Tolerant IoT System Using Software-Based "Digital Twin" Time Series Forecasting using Kalman Filter

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:41:21.033566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:41:18.642341Z digest=sha256:5c275271b69dc5e7113ef157b793e96e77972f14476c5f7ea9d0d35e7072961c

Observation 1c91de8b-89bb-4e47-9184-c66972475d55 · outbound

This paper cites Intel Berkeley Research Lab Sensor Data.

Fault-Tolerant IoT System Using Software-Based "Digital Twin" Intel Berkeley Research Lab Sensor Data

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:41:20.891728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:41:18.777672Z digest=sha256:54b1e7b4a2a8f010af0eb046498e90e07877a08aadf8f5c76628ed15200322fe

Observation 0fc6b12a-2d92-4a97-a7af-cc35654375c7 · outbound

This paper cites Tempo- ral Fusion Transformers for Interpretable Multi-horizon Time Series Forecasting.

Fault-Tolerant IoT System Using Software-Based "Digital Twin" Tempo- ral Fusion Transformers for Interpretable Multi-horizon Time Series Forecasting

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:41:20.687875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:41:18.878200Z digest=sha256:09bc38a4f9e5c779087b1694f8a68b148522d46fea33798f1dfe9357806186f5

Observation 309be0d9-f1ea-4b7d-b306-b5e03a50299f · outbound

This paper cites Mitchell, Multi-Sensor Data Fusion, 2010, Section 3.3, Pages 33-44.

Fault-Tolerant IoT System Using Software-Based "Digital Twin" Mitchell, Multi-Sensor Data Fusion, 2010, Section 3.3, Pages 33-44

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:41:20.492148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T12:41:18.965405Z digest=sha256:178553089ace68bfea125ee0451eebaf0aae36e83e9fc2afc39e40f1897f67b1

Pith citing papers

No inbound Pith citation observations are available.