Paper Citation Record · LEDGER

A Reproducible Analysis of RSSI Fingerprinting for Outdoor Localization Using Sigfox: Preprocessing and Hyperparameter Tuning

As of 16 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 0 inbound Pith citation observations for arXiv:1908.06851.

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

pith.paper-citation-record.v1
1908.06851 v1

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T13:28:38.062186Z

measured 14 of 14 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 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

14 of 14 outbound references displayed

verified exact1
verified fuzzy6
unresolved7
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 93d72734-4b92-470d-ad54-410068f8af7a · outbound

This paper cites Geolocalization whitepaper.

A Reproducible Analysis of RSSI Fingerprinting for Outdoor Localization Using Sigfox: Preprocessing and Hyperparameter Tuning Geolocalization whitepaper

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:28:38.453309Z

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.

Observation b69ec63d-64f5-4f91-8143-8a64bde808e5 · outbound

This paper cites Sigfox geolocalization.

A Reproducible Analysis of RSSI Fingerprinting for Outdoor Localization Using Sigfox: Preprocessing and Hyperparameter Tuning Sigfox geolocalization

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:28:38.378064Z

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.

Observation 66f6f52b-bb11-4b9d-9e9d-944010dfdaa6 · outbound

This paper cites Sigfox and lorawan datasets for ﬁngerprint localization in large urban and rural areas,.

A Reproducible Analysis of RSSI Fingerprinting for Outdoor Localization Using Sigfox: Preprocessing and Hyperparameter Tuning Sigfox and lorawan datasets for ﬁngerprint localization in large urban and rural areas,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-14T13:28:37.961100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0570843f-09fb-4924-b02d-b62ae4baaabd · outbound

This paper cites In- doorloc platform: A public repository for comparing and evaluating indoor positioning systems,.

A Reproducible Analysis of RSSI Fingerprinting for Outdoor Localization Using Sigfox: Preprocessing and Hyperparameter Tuning In- doorloc platform: A public repository for comparing and evaluating indoor positioning systems,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:28:38.207554Z

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.

Observation 0bb941d9-2f26-402c-b461-4e92bca5d097 · outbound

This paper cites A survey of experimental evaluation in indoor localization research,.

A Reproducible Analysis of RSSI Fingerprinting for Outdoor Localization Using Sigfox: Preprocessing and Hyperparameter Tuning A survey of experimental evaluation in indoor localization research,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:28:38.176282Z

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.

Observation 4c1f8b6a-1cd6-49b1-be5d-65419c7b16ff · outbound

This paper cites Indoor ﬁngerprint positioning based on wi-ﬁ: An overview,.

A Reproducible Analysis of RSSI Fingerprinting for Outdoor Localization Using Sigfox: Preprocessing and Hyperparameter Tuning Indoor ﬁngerprint positioning based on wi-ﬁ: An overview,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-14T13:28:38.033780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38fcdc17-a253-4236-9131-5b0bd36f1b7c · outbound

This paper cites A survey of selected indoor positioning methods for smartphones,.

A Reproducible Analysis of RSSI Fingerprinting for Outdoor Localization Using Sigfox: Preprocessing and Hyperparameter Tuning A survey of selected indoor positioning methods for smartphones,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:28:38.157108Z

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.

Observation 2675c626-4f75-4f02-b251-619c7ca14dea · outbound

This paper cites A comparison of signal strength localization methods with sigfox,.

A Reproducible Analysis of RSSI Fingerprinting for Outdoor Localization Using Sigfox: Preprocessing and Hyperparameter Tuning A comparison of signal strength localization methods with sigfox,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:28:38.144823Z

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.

Observation 34113e86-26f5-4eba-98b9-28680edb3301 · outbound

This paper cites Experimen- tal performance evaluation of outdoor tdoa and rss positioning in a public lora network,.

A Reproducible Analysis of RSSI Fingerprinting for Outdoor Localization Using Sigfox: Preprocessing and Hyperparameter Tuning Experimen- tal performance evaluation of outdoor tdoa and rss positioning in a public lora network,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-14T13:28:38.043456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d19a70ca-6d1b-4107-9482-2fdb240711e2 · outbound

This paper cites Tdoa-based outdoor positioning with tracking algorithm in a public lora network,.

A Reproducible Analysis of RSSI Fingerprinting for Outdoor Localization Using Sigfox: Preprocessing and Hyperparameter Tuning Tdoa-based outdoor positioning with tracking algorithm in a public lora network,

Reference 10

Resolution: verified exact; doi, observed 2026-08-14T13:28:38.096571Z

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.

Observation 6f5768c9-7cc4-4a0e-b039-eb03815be46f · outbound

This paper cites Low-power lora signal-based outdoor positioning using ﬁngerprint algorithm,.

A Reproducible Analysis of RSSI Fingerprinting for Outdoor Localization Using Sigfox: Preprocessing and Hyperparameter Tuning Low-power lora signal-based outdoor positioning using ﬁngerprint algorithm,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-14T13:28:38.051161Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ad4869c-c599-4cef-b043-04bbc45010cc · outbound

This paper cites Low-cost car park localization using rssi in supervised lora mesh networks,.

A Reproducible Analysis of RSSI Fingerprinting for Outdoor Localization Using Sigfox: Preprocessing and Hyperparameter Tuning Low-cost car park localization using rssi in supervised lora mesh networks,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-14T13:28:38.054545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc3b1ddc-109f-433c-b750-469c25880c6d · outbound

This paper cites Outdoor ﬁnger- printing localization using sigfox,.

A Reproducible Analysis of RSSI Fingerprinting for Outdoor Localization Using Sigfox: Preprocessing and Hyperparameter Tuning Outdoor ﬁnger- printing localization using sigfox,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-14T13:28:38.058251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ece8788-1e4c-4754-8270-6e0be23ed9d4 · outbound

This paper cites Comprehensive analysis of distance and similarity measures for wi-ﬁ ﬁngerprinting indoor positioning systems,.

A Reproducible Analysis of RSSI Fingerprinting for Outdoor Localization Using Sigfox: Preprocessing and Hyperparameter Tuning Comprehensive analysis of distance and similarity measures for wi-ﬁ ﬁngerprinting indoor positioning systems,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-14T13:28:38.062186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.