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Paper Citation Record · LEDGER

A Reproducible Comparison of RSSI Fingerprinting Localization Methods Using LoRaWAN

As of 16 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 0 inbound Pith citation observations for arXiv:1908.05085.

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

pith.paper-citation-record.v1
1908.05085 v1

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T13:27:10.905254Z

measured 13 of 13 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

13 of 13 outbound references displayed

  • verified exact0
  • verified fuzzy9
  • unresolved4
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b90a8853-9ced-4015-8f52-c757c8e6faeb · outbound

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

A Reproducible Comparison of RSSI Fingerprinting Localization Methods Using LoRaWAN Indoor fingerprint positioning based on wi-fi: An overview,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:27:11.174812Z

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=2026-08-14T13:27:10.849046Z digest=sha256:7cdd34e38df2049808f271dfa8e4baab8069fbc3ca9aa6b51a9e992e414f981f

Observation 987fe35a-a5de-44cb-b601-7e297fa30691 · outbound

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

A Reproducible Comparison of RSSI Fingerprinting Localization Methods Using LoRaWAN Sigfox and lorawan datasets for fingerprint localization in large urban and rural areas,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:27:11.161146Z

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=2026-08-14T13:27:10.853850Z digest=sha256:a7c4a708858537c27ace2c58538edbd57a83e0e800800fd28e5fb041481cd9e4

Observation 4ab1c989-6304-47f8-ba5a-ee56f044dc22 · outbound

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

A Reproducible Comparison of RSSI Fingerprinting Localization Methods Using LoRaWAN Experimen- tal performance evaluation of outdoor tdoa and rss positioning in a public lora network,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:27:11.148123Z

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=2026-08-14T13:27:10.858829Z digest=sha256:6c9da856a5d7a7f522f1610fe7819a45a5d3e1c55dd9f3f70ec91f467ec726e1

Observation d49c235d-7160-48f9-ad9c-d3e8d23d7397 · outbound

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

A Reproducible Comparison of RSSI Fingerprinting Localization Methods Using LoRaWAN Low-power lora signal-based outdoor positioning using fingerprint algorithm,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:27:11.134023Z

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=2026-08-14T13:27:10.863532Z digest=sha256:7c7fe322c54ff9bed8fbc672c8d49465f03c58b284f7f8738210161cf8c2560d

Observation 32f017df-60a3-498d-b751-fee9990ec254 · outbound

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

A Reproducible Comparison of RSSI Fingerprinting Localization Methods Using LoRaWAN Low-cost car park localization using rssi in supervised lora mesh networks,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:27:11.119267Z

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=2026-08-14T13:27:10.867689Z digest=sha256:a31854b2f435705b4a1479492dbc43210f4b0c138bd78c2be37d8088bcc05e0d

Observation 04d95c6a-e043-4ec5-8e46-f3196288d400 · outbound

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

A Reproducible Comparison of RSSI Fingerprinting Localization Methods Using LoRaWAN Outdoor finger- printing localization using sigfox,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:27:11.104410Z

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=2026-08-14T13:27:10.872452Z digest=sha256:40202f48fb109f87db9588e8560cccb0f785cd52673446a0dc736a85db5e2750

Observation 77f71841-6295-4d98-af86-4161843ae950 · outbound

This paper cites A reproducible analysis of rssi fingerprinting for outdoor localization using sigfox: Preprocessing and hyperparameter tuning,.

A Reproducible Comparison of RSSI Fingerprinting Localization Methods Using LoRaWAN A reproducible analysis of rssi fingerprinting for outdoor localization using sigfox: Preprocessing and hyperparameter tuning,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:27:11.090263Z

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=2026-08-14T13:27:10.876864Z digest=sha256:b18bf0605af0da04b73b5fe4385f9c3b60077d77b4f4b8af60058bbd251c4fd6

Observation a447c1d2-2d4a-4d9c-a99f-8b9e0efa9f84 · outbound

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

A Reproducible Comparison of RSSI Fingerprinting Localization Methods Using LoRaWAN Comprehensive analysis of distance and similarity measures for wi-fi fingerprinting indoor positioning systems,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:27:11.077078Z

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=2026-08-14T13:27:10.881368Z digest=sha256:47e2536d42758dbdc746c78081b0e4819a9f53fc02abbe701b2914f3fedab6cd

Observation 74783f88-2840-42ae-ba6b-e153a5945a5f · outbound

This paper cites Extremely randomized trees,.

A Reproducible Comparison of RSSI Fingerprinting Localization Methods Using LoRaWAN Extremely randomized trees,

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-14T13:27:10.885317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T13:27:10.885317Z digest=sha256:d6f3fb67274b74e0564c9ccdb42d5e2f78b9deea312efb40a9516e21bb14c386

Observation b453bebd-c37c-4b7f-9919-76d3d4a4c903 · outbound

This paper cites Dropout: A simple way to prevent neural networks from overfitting,.

A Reproducible Comparison of RSSI Fingerprinting Localization Methods Using LoRaWAN Dropout: A simple way to prevent neural networks from overfitting,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:27:11.061484Z

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=2026-08-14T13:27:10.889441Z digest=sha256:3e37ef2d486b6289dced956e450e9779ea8f4ca3b73e9976e41d31c8396e0b4f

Observation ad800279-28f2-42b5-ac9a-730fcbe99341 · outbound

This paper cites Batch normalization: Accelerating deep network training by reducing internal covariate shift,.

A Reproducible Comparison of RSSI Fingerprinting Localization Methods Using LoRaWAN Batch normalization: Accelerating deep network training by reducing internal covariate shift,

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-14T13:27:10.895363Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T13:27:10.895363Z digest=sha256:4f66fbffd1d6411539d2162f3310d109afa22bc933feeeb56f8c22258a1350f3

Observation 9cdb29e3-33ed-4ac0-a046-ebe239a94140 · outbound

This paper cites Deep Learning using Rectified Linear Units (ReLU).

A Reproducible Comparison of RSSI Fingerprinting Localization Methods Using LoRaWAN Deep Learning using Rectified Linear Units (ReLU)

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-14T13:27:10.900310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T13:27:10.900310Z digest=sha256:1a8927daec8b80ba5ba163ced2b720ff783b915c33ba58dfaffbc110b7a28db2

Observation 8d9065e0-6648-4bac-bbd5-12e8133185c6 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

A Reproducible Comparison of RSSI Fingerprinting Localization Methods Using LoRaWAN Adam: A Method for Stochastic Optimization

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-14T13:27:10.905254Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T13:27:10.905254Z digest=sha256:6530443becb4107b2fb6b4e13422eec5facbc66da0bb2857468fa3b9b24a0457

Pith citing papers

No inbound Pith citation observations are available.