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Paper Citation Record · LEDGER

A Privacy-Preserving Indoor Localization System based on Hierarchical Federated Learning

As of 22 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 0 inbound Pith citation observations for arXiv:2507.01581.

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

pith.paper-citation-record.v1
2507.01581 v1

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:53:13.554331Z

measured 17 of 17 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+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

17 of 17 outbound references displayed

  • verified exact0
  • verified fuzzy16
  • unresolved1
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c8dc59d9-b71f-44c3-b7a7-5b5b39de7f8b · outbound

This paper cites Precise Posi- tioning of Marketing and Behavior Intentions of Location-based Mobile Commerce in the Internet of Things,.

A Privacy-Preserving Indoor Localization System based on Hierarchical Federated Learning Precise Posi- tioning of Marketing and Behavior Intentions of Location-based Mobile Commerce in the Internet of Things,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:53:16.363833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T20:53:12.318643Z digest=sha256:5c1d9bb5c04dfa51338241d5bda1425cb438c078543e0728130f1174b8ca3967

Observation e4bf003c-db28-4562-bdf9-4a74ec9fb5bd · outbound

This paper cites Hinch, Outdoor Navigation with GPS.

A Privacy-Preserving Indoor Localization System based on Hierarchical Federated Learning Hinch, Outdoor Navigation with GPS

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:53:16.230893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T20:53:12.369457Z digest=sha256:73e2e7ab0033607a0f3f8336be4197aee109fb7cf1bf2da58b4bb843746963fd

Observation 9f1ce519-bf7c-48b6-8fe3-59cfcc46cd10 · outbound

This paper cites Deep Learning based Data Recovery for Localization,.

A Privacy-Preserving Indoor Localization System based on Hierarchical Federated Learning Deep Learning based Data Recovery for Localization,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:53:16.014745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T20:53:12.432721Z digest=sha256:90a6bfe56b89380c064637be5318bcd7df8f150786186d99b930630002aab0bd

Observation 82745778-60fd-4267-98c9-972ada394c15 · outbound

This paper cites Mobile Positioning using Wireless Networks: Possibilities and Fundamental Limitations based on Available Wireless Network Measurements,.

A Privacy-Preserving Indoor Localization System based on Hierarchical Federated Learning Mobile Positioning using Wireless Networks: Possibilities and Fundamental Limitations based on Available Wireless Network Measurements,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:53:15.805653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T20:53:12.500108Z digest=sha256:108860d7645e63f11355dcb2ca0971f92f25823f9113a898cf2817db80de5272

Observation e1c70a72-ef1a-4957-b26f-526d7ff79058 · outbound

This paper cites Network-based Wireless Location: Challenges Faced in Developing Techniques for Accurate Wireless Location Information,.

A Privacy-Preserving Indoor Localization System based on Hierarchical Federated Learning Network-based Wireless Location: Challenges Faced in Developing Techniques for Accurate Wireless Location Information,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:53:15.613355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T20:53:12.585421Z digest=sha256:3bfc4e9aecac773df13315423d3074fc4b879ae6be93a36bb519e216db91aa57

Observation 4c7c226c-67b1-4443-b304-d05465c1faf1 · outbound

This paper cites FedLoc: Federated Learning Framework for Data-Driven Cooperative Localization and Location Data Processing,.

A Privacy-Preserving Indoor Localization System based on Hierarchical Federated Learning FedLoc: Federated Learning Framework for Data-Driven Cooperative Localization and Location Data Processing,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:53:15.429542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T20:53:12.643337Z digest=sha256:163fc081e29f3fb48d697cbaa853d3596c03a64dad72eac1f5939a17ca8d1676

Observation 3b166a9f-504d-4894-b2c9-1353b7d55681 · outbound

This paper cites A Survey of Machine Learning for Indoor Positioning,.

A Privacy-Preserving Indoor Localization System based on Hierarchical Federated Learning A Survey of Machine Learning for Indoor Positioning,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:53:15.269482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T20:53:12.734727Z digest=sha256:ef38b689cf9843793cace1b137ef4173ca44b055eb9ad2db5fa725ef9a616dcd

Observation 6ad28bf5-1e7e-4692-8444-744331f7d008 · outbound

This paper cites Toward Smart Security Enhancement of Federated Learning Networks,.

A Privacy-Preserving Indoor Localization System based on Hierarchical Federated Learning Toward Smart Security Enhancement of Federated Learning Networks,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:53:15.095841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T20:53:12.802391Z digest=sha256:79a0dfef924c72ca2b0d8ee48c8fe5e27ff4fe0c0039f43e950ee4a1c8890b58

Observation 9481a732-8e0f-4351-b172-2ca0459ef040 · outbound

This paper cites How Apple and Google are Enabling Covid-19 Blue- tooth Contact-Tracing,.

A Privacy-Preserving Indoor Localization System based on Hierarchical Federated Learning How Apple and Google are Enabling Covid-19 Blue- tooth Contact-Tracing,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:53:14.912424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T20:53:12.876238Z digest=sha256:8453db3c3bb09a6d7d76fcb2312bbdf707f517915077896ce2be5fb4ddfaf701

Observation a00138b8-bbec-4b4b-b7cc-d71c0c3a9be1 · outbound

This paper cites Federated learning for internet of things: A comprehensive survey,.

A Privacy-Preserving Indoor Localization System based on Hierarchical Federated Learning Federated learning for internet of things: A comprehensive survey,

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-06T20:53:12.992265Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:53:12.992265Z digest=sha256:1ca493552e2584816ee8aec48aba53c2b7abb5bd0046fd30ad6ed3d0dcca1f9a

Observation 7dd877a8-6049-405b-ad22-8e8c24f858f2 · outbound

This paper cites Confidential- ity Preserved Federated Learning for Indoor Localization Using Wi-Fi Fingerprinting,.

A Privacy-Preserving Indoor Localization System based on Hierarchical Federated Learning Confidential- ity Preserved Federated Learning for Indoor Localization Using Wi-Fi Fingerprinting,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:53:14.753488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T20:53:13.058623Z digest=sha256:17dea204a040ced5c5185e822eb99b8e5a677450c127a2722dd3ab9c307edbe1

Observation 8f10ab74-579b-41b6-8200-d3b85c3c9cf1 · outbound

This paper cites Federated Learning based Hierarchical 3D Indoor Localization,.

A Privacy-Preserving Indoor Localization System based on Hierarchical Federated Learning Federated Learning based Hierarchical 3D Indoor Localization,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:53:14.549739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T20:53:13.148142Z digest=sha256:3f8c32f3848c2fc74414bcc91498f624432398c2c306929c919865410d6419fd

Observation e884b9cd-1460-44a9-8fd3-99826ef206ec · outbound

This paper cites UJIIndoorLoc: A New Multi-Building and Multi-Floor Database for WLAN Fingerprint-based Indoor Localization Problems,.

A Privacy-Preserving Indoor Localization System based on Hierarchical Federated Learning UJIIndoorLoc: A New Multi-Building and Multi-Floor Database for WLAN Fingerprint-based Indoor Localization Problems,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:53:14.362025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T20:53:13.252633Z digest=sha256:77a53e4182121e4f905a0684d51838873c48409c3e0781c5f6ab64950696553d

Observation 40f4428d-2135-475e-9ffd-ffdd2ad53733 · outbound

This paper cites The Future of Digital Health with Federated Learning,.

A Privacy-Preserving Indoor Localization System based on Hierarchical Federated Learning The Future of Digital Health with Federated Learning,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:53:14.227575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T20:53:13.325334Z digest=sha256:395741f5efb9faec893a0da54a0685501ae732c8d37f4191764d2c4fbfc52efe

Observation 76bd74cb-358e-42b9-b8c5-95f1226957d7 · outbound

This paper cites Comprehensive Analysis of Distance and Similarity Measures for Wi- Fi Fingerprinting Indoor Positioning Systems,.

A Privacy-Preserving Indoor Localization System based on Hierarchical Federated Learning Comprehensive Analysis of Distance and Similarity Measures for Wi- Fi Fingerprinting Indoor Positioning Systems,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:53:14.068357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T20:53:13.392937Z digest=sha256:8f1f3b6bc74cce72a6da7cb75f206d4b736785f80d811979d38115750867f3d5

Observation 3eeb097c-1f8f-4c3f-8cc4-ddfcba6329b8 · outbound

This paper cites A Comprehensive Survey of Deep Learning Models based on Keras Framework,.

A Privacy-Preserving Indoor Localization System based on Hierarchical Federated Learning A Comprehensive Survey of Deep Learning Models based on Keras Framework,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:53:13.894097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T20:53:13.489907Z digest=sha256:3be262e9af402c26b5ae1bf97e9a86debe38b9f9551c11e1b5cc072ffbeee84c

Observation 2f47993e-a409-4208-9480-012e5c92997d · outbound

This paper cites A realistic evaluation of indoor positioning systems based on wi-fi fingerprinting: The 2015 evaal–etri competition,.

A Privacy-Preserving Indoor Localization System based on Hierarchical Federated Learning A realistic evaluation of indoor positioning systems based on wi-fi fingerprinting: The 2015 evaal–etri competition,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:53:13.693402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T20:53:13.554331Z digest=sha256:4d5b1ecb7f427eebe8bc28ab8406a5b660aa3fffcfec0c54b9906ad0bf008157

Pith citing papers

No inbound Pith citation observations are available.