Paper Citation Record · LEDGER

Robust Base Station Placement in Agricultural IoT via Bayesian Optimization

As of 10 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 0 inbound Pith citation observations for arXiv:2607.00549.

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

pith.paper-citation-record.v1
2607.00549 v1

Coverage vector

measured 22 of 22 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-02T05:18:05.402487Z

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

22 of 22 outbound references displayed

verified exact1
verified fuzzy20
unresolved1
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 37476325-e57b-42af-96fa-ecade9179fd6 · outbound

This paper cites Enhancing sustainable 5G powered agriculture 4.0: Summary of low power con- nectivity, internet of UA V things, AI solutions and research trends,.

Robust Base Station Placement in Agricultural IoT via Bayesian Optimization Enhancing sustainable 5G powered agriculture 4.0: Summary of low power con- nectivity, internet of UA V things, AI solutions and research trends,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T07:32:01.476903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e1ecef71-db7f-4d41-9142-653dc0ee4e3f · outbound

This paper cites An overview of Internet of Things (IoT) and data analytics in agriculture: Benefits and challenges,.

Robust Base Station Placement in Agricultural IoT via Bayesian Optimization An overview of Internet of Things (IoT) and data analytics in agriculture: Benefits and challenges,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T07:32:01.476557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b2200ccc-cf65-4c11-b636-40aa52beab37 · outbound

This paper cites Wireless sensor network deployment for monitoring soil moisture dynamics at the field scale,.

Robust Base Station Placement in Agricultural IoT via Bayesian Optimization Wireless sensor network deployment for monitoring soil moisture dynamics at the field scale,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T07:32:01.484872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 711ca262-9840-47e0-809d-8a0f7fbb6545 · outbound

This paper cites Deployment strategies of soil monitoring wsn for precision agriculture irrigation scheduling in rural areas,.

Robust Base Station Placement in Agricultural IoT via Bayesian Optimization Deployment strategies of soil monitoring wsn for precision agriculture irrigation scheduling in rural areas,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T07:32:01.482020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 91993d57-d7e9-4c1d-907b-d785195599e0 · outbound

This paper cites Foliage attenuation measurement at millimeter wave frequencies in tropical vegetation,.

Robust Base Station Placement in Agricultural IoT via Bayesian Optimization Foliage attenuation measurement at millimeter wave frequencies in tropical vegetation,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T07:32:01.487301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3098efd3-8672-46ed-8e4f-a566c675de7f · outbound

This paper cites Planning effective cellular mobile radio networks,.

Robust Base Station Placement in Agricultural IoT via Bayesian Optimization Planning effective cellular mobile radio networks,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T07:32:01.485236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b9801977-ac45-438a-a3e6-7fff62e2f2c7 · outbound

This paper cites Particle swarm optimization for base station placement in mobile communication,.

Robust Base Station Placement in Agricultural IoT via Bayesian Optimization Particle swarm optimization for base station placement in mobile communication,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T07:32:01.495708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a75fb093-e304-427e-9d9e-a8be63ef7302 · outbound

This paper cites Base- station location optimization for lte systems with genetic algorithms,.

Robust Base Station Placement in Agricultural IoT via Bayesian Optimization Base- station location optimization for lte systems with genetic algorithms,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T07:32:01.499148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 60d779c9-bc62-4262-a886-b65a27be3100 · outbound

This paper cites Multiobjective Bayesian optimization for antenna placement in in-building distributed antenna system,.

Robust Base Station Placement in Agricultural IoT via Bayesian Optimization Multiobjective Bayesian optimization for antenna placement in in-building distributed antenna system,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T07:32:01.494932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 139788f4-8647-4be1-9537-f3c0ffea366a · outbound

This paper cites Bayesian optimization framework for channel simulation-based base station placement and transmission power design.

Robust Base Station Placement in Agricultural IoT via Bayesian Optimization Bayesian optimization framework for channel simulation-based base station placement and transmission power design

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T07:32:01.499312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation efaaf884-9fd5-4185-9fc3-7d6df95afd01 · outbound

This paper cites Sionna RT: Differentiable Ray Tracing for Radio Propagation Modeling.

Robust Base Station Placement in Agricultural IoT via Bayesian Optimization Sionna RT: Differentiable Ray Tracing for Radio Propagation Modeling

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-07-02T05:26:39.835656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation bb8f3880-b3ab-435b-b8ef-f0b320fb745f · outbound

This paper cites Attenuation in vegetation,.

Robust Base Station Placement in Agricultural IoT via Bayesian Optimization Attenuation in vegetation,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T07:32:01.500818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 364d3139-a0a2-4a89-9298-d36bc50d1dca · outbound

This paper cites Electrical characteristics of the surface of the Earth,.

Robust Base Station Placement in Agricultural IoT via Bayesian Optimization Electrical characteristics of the surface of the Earth,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T07:32:01.501059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9404c6e6-9d1a-4ff0-99cf-16ab96a8a91d · outbound

This paper cites Study on support of re- duced capability NR devices,.

Robust Base Station Placement in Agricultural IoT via Bayesian Optimization Study on support of re- duced capability NR devices,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T07:32:01.493720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 960e93c8-43e2-4ac7-b60e-6d514000424b · outbound

This paper cites Bayesian optimization for adaptive experimental design: A review,.

Robust Base Station Placement in Agricultural IoT via Bayesian Optimization Bayesian optimization for adaptive experimental design: A review,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T07:32:01.497503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 787516ff-0f22-4a3d-9d2d-c69758878edf · outbound

This paper cites GPyTorch: Blackbox matrix-matrix Gaussian process inference with GPU acceleration,.

Robust Base Station Placement in Agricultural IoT via Bayesian Optimization GPyTorch: Blackbox matrix-matrix Gaussian process inference with GPU acceleration,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T07:32:01.474638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 992b9154-a555-47cb-8356-259582eb04c9 · outbound

This paper cites an unresolved cited work.

Robust Base Station Placement in Agricultural IoT via Bayesian Optimization Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-07-06T07:32:01.482565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a9a8b01b-10f5-426e-af1d-51e9049ad081 · outbound

This paper cites Gaussian process optimization in the bandit setting: No regret and experimental design,.

Robust Base Station Placement in Agricultural IoT via Bayesian Optimization Gaussian process optimization in the bandit setting: No regret and experimental design,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T07:32:01.487713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5d79d0e6-47cc-47ee-9689-6e2026bc7cc7 · outbound

This paper cites BoTorch: A framework for efficient Monte Carlo Bayesian optimization,.

Robust Base Station Placement in Agricultural IoT via Bayesian Optimization BoTorch: A framework for efficient Monte Carlo Bayesian optimization,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T07:32:01.472516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3dedfd71-21eb-4f40-b7ae-a9920b239a99 · outbound

This paper cites Unexpected improvements to expected improvement for Bayesian op- timization,.

Robust Base Station Placement in Agricultural IoT via Bayesian Optimization Unexpected improvements to expected improvement for Bayesian op- timization,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T07:32:01.489224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 06257a92-bae9-4b78-9e84-7b633a072f45 · outbound

This paper cites A tutorial on thompson sampling,.

Robust Base Station Placement in Agricultural IoT via Bayesian Optimization A tutorial on thompson sampling,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T07:32:01.470034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8ccfdba9-5bd0-4c79-b575-d1226ec265cd · outbound

This paper cites Max-value entropy search for efficient Bayesian optimization,.

Robust Base Station Placement in Agricultural IoT via Bayesian Optimization Max-value entropy search for efficient Bayesian optimization,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T07:32:01.489533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Pith citing papers

No inbound Pith citation observations are available.