Paper Citation Record · LEDGER

Localization in Ultra Narrow Band IoT Networks: Design Guidelines and Trade-Offs

As of 4 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 0 inbound Pith citation observations for arXiv:1907.11205.

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

pith.paper-citation-record.v1
1907.11205 v1

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-24T15:48:39.273189Z

measured 44 of 44 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-03T06:30:56.289259+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

44 of 44 outbound references displayed

verified exact0
verified fuzzy40
unresolved4
parse uncertain0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4225e723-8a3c-40e3-8c72-456e1c102a7c · outbound

This paper cites Localization in Long- range Ultra Narrow Band IoT Networks using RSSI.

Localization in Ultra Narrow Band IoT Networks: Design Guidelines and Trade-Offs Localization in Long- range Ultra Narrow Band IoT Networks using RSSI

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T15:49:40.232250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 90dd0707-2574-4ef3-8daf-3b08a3490055 · outbound

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

Localization in Ultra Narrow Band IoT Networks: Design Guidelines and Trade-Offs Sigfox and lorawan datasets for ﬁngerprint localization in large urban and rural areas

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T15:49:40.257693Z

Source-reported events for the cited work

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Observation 48946b36-3892-44dd-8636-8c8bf02dac85 · outbound

This paper cites Internet of things for smart cities.

Localization in Ultra Narrow Band IoT Networks: Design Guidelines and Trade-Offs Internet of things for smart cities

Reference 3

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation bb386906-31eb-442c-b467-cc2991e68619 · outbound

This paper cites Location of things (lot): A review and taxonomy of sensors localization in iot infrastructure.

Localization in Ultra Narrow Band IoT Networks: Design Guidelines and Trade-Offs Location of things (lot): A review and taxonomy of sensors localization in iot infrastructure

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T15:49:40.267858Z

Source-reported events for the cited work

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Observation ba19012d-de77-4799-8c16-4e280ba1eda7 · outbound

This paper cites ulora: Ultra low-power, low-cost and open platform for the lora networks.

Localization in Ultra Narrow Band IoT Networks: Design Guidelines and Trade-Offs ulora: Ultra low-power, low-cost and open platform for the lora networks

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T15:49:40.178899Z

Source-reported events for the cited work

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Observation b04392f4-db48-4bba-b695-c517fd981d01 · outbound

This paper cites an unresolved cited work.

Localization in Ultra Narrow Band IoT Networks: Design Guidelines and Trade-Offs Unresolved cited work

Reference 6

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 1fbb71c7-5055-4422-ba50-3750d2da2c09 · outbound

This paper cites an unresolved cited work.

Localization in Ultra Narrow Band IoT Networks: Design Guidelines and Trade-Offs Unresolved cited work

Reference 7

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Observation 92cf0744-169b-42f1-9dd8-3f154318a11f · outbound

This paper cites alliance: http://lora-alliance.org, [online] Accessed on: Jan.

Localization in Ultra Narrow Band IoT Networks: Design Guidelines and Trade-Offs alliance: http://lora-alliance.org, [online] Accessed on: Jan

Reference 8

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Observation a1ddca1f-fad9-4bb9-99e1-a41614974d26 · outbound

This paper cites an unresolved cited work.

Localization in Ultra Narrow Band IoT Networks: Design Guidelines and Trade-Offs Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-05-24T15:49:40.227878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 9dd2bbe3-2ad4-40ff-aa7e-f43aba358956 · outbound

This paper cites Localization via ultra-wideband radios: a look at positioning aspects for future sensor networks.

Localization in Ultra Narrow Band IoT Networks: Design Guidelines and Trade-Offs Localization via ultra-wideband radios: a look at positioning aspects for future sensor networks

Reference 10

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation b39f4b6e-f311-4fd8-9a17-e221d8f04f09 · outbound

This paper cites Wireless rssi ﬁngerprinting localization.

Localization in Ultra Narrow Band IoT Networks: Design Guidelines and Trade-Offs Wireless rssi ﬁngerprinting localization

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T15:49:40.095847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 5d37435d-6c11-4684-a4c0-49d15bc2e34d · outbound

This paper cites Base station ordering for emergency call localization in ultra-dense cellular networks.

Localization in Ultra Narrow Band IoT Networks: Design Guidelines and Trade-Offs Base station ordering for emergency call localization in ultra-dense cellular networks

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T15:49:40.087153Z

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No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation b172b14b-ca2c-497b-aa4c-1ceba09281c0 · outbound

This paper cites A theoretical foundation of network localization and navigation.

Localization in Ultra Narrow Band IoT Networks: Design Guidelines and Trade-Offs A theoretical foundation of network localization and navigation

Reference 13

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No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 83039de3-c6ce-44f3-8876-9d2bfe976805 · outbound

This paper cites Mercury: An infrastructure-free system for network localization and navigation.

Localization in Ultra Narrow Band IoT Networks: Design Guidelines and Trade-Offs Mercury: An infrastructure-free system for network localization and navigation

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T15:49:40.215618Z

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Observation 299586d0-b09e-422e-9c86-4a34c70b0d46 · outbound

This paper cites Network localization and navigation via cooperation.

Localization in Ultra Narrow Band IoT Networks: Design Guidelines and Trade-Offs Network localization and navigation via cooperation

Reference 15

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No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation d440ffc0-6dcb-46fb-8963-db98e86da8f7 · outbound

This paper cites Network op- eration strategies for efﬁcient localization and navigation.

Localization in Ultra Narrow Band IoT Networks: Design Guidelines and Trade-Offs Network op- eration strategies for efﬁcient localization and navigation

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T15:49:40.134816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 6ac54530-52d7-49e5-8802-e7a54a9e6d90 · outbound

This paper cites Efﬁcient multisensor localization for the internet of things: Exploring a new class of scalable localization algorithms.

Localization in Ultra Narrow Band IoT Networks: Design Guidelines and Trade-Offs Efﬁcient multisensor localization for the internet of things: Exploring a new class of scalable localization algorithms

Reference 17

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 401d1c41-3a21-4d2d-bbd4-bb1a48133e49 · outbound

This paper cites Nextme: Localization using cellular traces in internet of things.

Localization in Ultra Narrow Band IoT Networks: Design Guidelines and Trade-Offs Nextme: Localization using cellular traces in internet of things

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T15:49:40.182868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 4a712417-6f98-4336-b37a-8942af9b4132 · outbound

This paper cites Indoor positioning: A key enabling technology for iot applications.

Localization in Ultra Narrow Band IoT Networks: Design Guidelines and Trade-Offs Indoor positioning: A key enabling technology for iot applications

Reference 19

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation fb4c53f5-ccaf-4018-8622-9863ab87c2fd · outbound

This paper cites Location of things (lot): A review and taxonomy of sensors localization in iot infrastructure.

Localization in Ultra Narrow Band IoT Networks: Design Guidelines and Trade-Offs Location of things (lot): A review and taxonomy of sensors localization in iot infrastructure

Reference 20

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 57c81932-8086-4ccb-b359-31232bb4c507 · outbound

This paper cites An energy-efﬁcient and lightweight indoor localization system for internet-of-things (iot) environments.

Localization in Ultra Narrow Band IoT Networks: Design Guidelines and Trade-Offs An energy-efﬁcient and lightweight indoor localization system for internet-of-things (iot) environments

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T15:49:40.120509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation deb56a2b-d667-48b7-b229-796550ad473b · outbound

This paper cites Path-loss-based ﬁngerprint lo- calization approach for location-based services in indoor environments.

Localization in Ultra Narrow Band IoT Networks: Design Guidelines and Trade-Offs Path-loss-based ﬁngerprint lo- calization approach for location-based services in indoor environments

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T15:49:40.116339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation c6a3c101-c234-4045-a984-70846a02d28c · outbound

This paper cites Indoor localization for iot applica- tions using ﬁngerprinting.

Localization in Ultra Narrow Band IoT Networks: Design Guidelines and Trade-Offs Indoor localization for iot applica- tions using ﬁngerprinting

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T15:49:40.125102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 4cf507c3-1f0e-4595-b49e-12efaccacae5 · outbound

This paper cites Csi amplitude ﬁngerprinting-based nb-iot indoor local- ization.

Localization in Ultra Narrow Band IoT Networks: Design Guidelines and Trade-Offs Csi amplitude ﬁngerprinting-based nb-iot indoor local- ization

Reference 24

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation ba917032-a842-43bd-a5e6-9a5e062f9323 · outbound

This paper cites A comparative study on machine learning algorithms for indoor positioning.

Localization in Ultra Narrow Band IoT Networks: Design Guidelines and Trade-Offs A comparative study on machine learning algorithms for indoor positioning

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T15:49:40.249048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 6a0e1e57-c1be-4852-a540-61ed8dc059c9 · outbound

This paper cites Support vector machines for indoor sensor localization.

Localization in Ultra Narrow Band IoT Networks: Design Guidelines and Trade-Offs Support vector machines for indoor sensor localization

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T15:49:40.100197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 871c626b-f8d6-4a89-851e-157ec328ffb7 · outbound

This paper cites Gaussian process regression for ﬁngerprinting based localization.

Localization in Ultra Narrow Band IoT Networks: Design Guidelines and Trade-Offs Gaussian process regression for ﬁngerprinting based localization

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T15:49:40.187203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 9d16a72d-a15a-49f2-96c0-90729418ed7a · outbound

This paper cites Ubiquitous localization (ubiloc): A survey and taxon- omy on device free localization for smart world.

Localization in Ultra Narrow Band IoT Networks: Design Guidelines and Trade-Offs Ubiquitous localization (ubiloc): A survey and taxon- omy on device free localization for smart world

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T15:49:40.091397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 2ae01e81-6d5a-4e9d-8cf6-ccb21236ff8f · outbound

This paper cites Probabilistic rss ﬁngerprinting for localization in smart platforms.

Localization in Ultra Narrow Band IoT Networks: Design Guidelines and Trade-Offs Probabilistic rss ﬁngerprinting for localization in smart platforms

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T15:49:40.155455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 4e4cdbf9-f96d-4dc1-9d99-f933fdb79567 · outbound

This paper cites Device-free presence detection and localization with svm and csi ﬁngerprinting.

Localization in Ultra Narrow Band IoT Networks: Design Guidelines and Trade-Offs Device-free presence detection and localization with svm and csi ﬁngerprinting

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T15:49:40.082543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation e7fe267e-f4aa-40c5-8d07-203cf5f563bc · outbound

This paper cites Localization in wireless sensor networks based on support vector machines.

Localization in Ultra Narrow Band IoT Networks: Design Guidelines and Trade-Offs Localization in wireless sensor networks based on support vector machines

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T15:49:40.139184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 04c97539-4f81-4dea-a72f-4c5b560b40ab · outbound

This paper cites Towards location enhanced iot: Characterization of lora signal for wide area localization.

Localization in Ultra Narrow Band IoT Networks: Design Guidelines and Trade-Offs Towards location enhanced iot: Characterization of lora signal for wide area localization

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T15:49:40.130337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 34cfb797-e956-42ff-bd10-ca19208918e6 · outbound

This paper cites Robust localization for cognitive iot via the mobile anchor node based on the diameter-varying spiral line.

Localization in Ultra Narrow Band IoT Networks: Design Guidelines and Trade-Offs Robust localization for cognitive iot via the mobile anchor node based on the diameter-varying spiral line

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T15:49:40.107765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 0d7e6709-5da9-419c-aeb9-337d79f53a89 · outbound

This paper cites Energy-constrained uav trajectory design for ground node localization.

Localization in Ultra Narrow Band IoT Networks: Design Guidelines and Trade-Offs Energy-constrained uav trajectory design for ground node localization

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T15:49:40.219897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation ceb05d98-a7ee-4d30-a32f-03ba0ceac0a8 · outbound

This paper cites Localization in low power wide area networks using wi-ﬁ ﬁngerprints.

Localization in Ultra Narrow Band IoT Networks: Design Guidelines and Trade-Offs Localization in low power wide area networks using wi-ﬁ ﬁngerprints

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T15:49:40.244737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 6e929f3c-5d51-4c44-ba2f-eaaf13539c68 · outbound

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

Localization in Ultra Narrow Band IoT Networks: Design Guidelines and Trade-Offs A comparison of signal strength localization methods with sigfox

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T15:49:40.223898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation d1fc7f8d-2fa0-476a-9454-0b4aff317598 · outbound

This paper cites an unresolved cited work.

Localization in Ultra Narrow Band IoT Networks: Design Guidelines and Trade-Offs Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-05-24T15:49:40.252971Z

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Observation 385cbeb5-0363-4bb6-b8ee-c324138ad962 · outbound

This paper cites Range and coexistence analysis of long range unlicensed communication.

Localization in Ultra Narrow Band IoT Networks: Design Guidelines and Trade-Offs Range and coexistence analysis of long range unlicensed communication

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T15:49:40.206570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation c35a817e-18d2-45f1-a59c-0144e87e8a84 · outbound

This paper cites Scikit-learn: Machine learning in Python.

Localization in Ultra Narrow Band IoT Networks: Design Guidelines and Trade-Offs Scikit-learn: Machine learning in Python

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T15:49:40.175082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 2bfef711-bfaa-4427-b799-2cf08ba66a81 · outbound

This paper cites Performance com- parison of support vector machine, random forest, and extreme learning machine for intrusion detection.

Localization in Ultra Narrow Band IoT Networks: Design Guidelines and Trade-Offs Performance com- parison of support vector machine, random forest, and extreme learning machine for intrusion detection

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T15:49:40.192422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 350102c3-e04f-4ba1-b7fb-91901c71cf79 · outbound

This paper cites Gaussian process regression for csi and feedback estimation in lte.

Localization in Ultra Narrow Band IoT Networks: Design Guidelines and Trade-Offs Gaussian process regression for csi and feedback estimation in lte

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T15:49:40.150562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 17c300ef-45cf-42a3-80b8-60bc021f1a0c · outbound

This paper cites Adaptive CSI and feedback estimation in LTE and beyond: a Gaussian process regression approach.

Localization in Ultra Narrow Band IoT Networks: Design Guidelines and Trade-Offs Adaptive CSI and feedback estimation in LTE and beyond: a Gaussian process regression approach

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T15:49:40.160873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation b23b942c-5237-494c-8782-34272379788c · outbound

This paper cites Indoor localization using improved rss-based lateration methods.

Localization in Ultra Narrow Band IoT Networks: Design Guidelines and Trade-Offs Indoor localization using improved rss-based lateration methods

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T15:49:40.197114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 916f2cca-5c9f-4611-9749-67e8598613a0 · outbound

This paper cites Preventing over-ﬁtting during model selection via bayesian regularisation of the hyper-parameters.

Localization in Ultra Narrow Band IoT Networks: Design Guidelines and Trade-Offs Preventing over-ﬁtting during model selection via bayesian regularisation of the hyper-parameters

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T15:49:40.201869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Pith citing papers

No inbound Pith citation observations are available.