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Paper Citation Record · LEDGER

Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users

As of 14 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 1 inbound Pith citation observation for arXiv:2502.00928.

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

pith.paper-citation-record.v1
2502.00928 v1

Coverage vector

measured 56 of 56 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T17:18:55.872056Z

measured 57 of 57 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:43:46.411803Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-07T13:43:48.186640Z

Reference resolution

56 of 56 outbound references displayed

  • verified exact1
  • verified fuzzy51
  • unresolved4
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9526c6c6-8489-49a9-b113-3fda2cd33209 · outbound

This paper cites Joint uplink–downlink capacity and coverage optimization via site-specific learning of antenna settings,.

Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users Joint uplink–downlink capacity and coverage optimization via site-specific learning of antenna settings,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T17:18:56.567382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-09T17:18:55.686538Z digest=sha256:18a147e3b7c54f28148696ba22caa4ad5de6a118c197ba17c1f9a4ac7b5f8b6b

Observation 8b4c6206-af4d-40c6-a642-b7a03215fd79 · outbound

This paper cites 3D aerial highway: The key enabler of the retail industry transformation,.

Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users 3D aerial highway: The key enabler of the retail industry transformation,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T17:18:56.555621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-09T17:18:55.690844Z digest=sha256:6818b738edbe3882b2c132d2f3c7e51f70ea192c391dfa7546705b91327edfb3

Observation 3bb907e5-ee64-43cf-a7a1-ed91db617b0c · outbound

This paper cites A novel metric for mMIMO base station association for aerial highway systems,.

Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users A novel metric for mMIMO base station association for aerial highway systems,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T17:18:56.543696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-09T17:18:55.694586Z digest=sha256:508072d9a1d2c07f4cc5a0468442ba06cc1f38093c2fc858ef38846e6a6dc1fa

Observation c1e7bb0a-805b-478d-9884-4f22ed8450ce · outbound

This paper cites What will the future of UA V cellular communications be? A flight from 5G to 6G,.

Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users What will the future of UA V cellular communications be? A flight from 5G to 6G,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T17:18:56.532953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-09T17:18:55.698319Z digest=sha256:cbb80b2a7cdabf8f4bdffc27780d8346349975e385c3dff46f70548c8a44b057

Observation 1230797e-af03-48ac-99e3-6360e1003b18 · outbound

This paper cites A comprehensive overview on 5G-and-beyond networks with UA Vs: From communications to sensing and intelligence,.

Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users A comprehensive overview on 5G-and-beyond networks with UA Vs: From communications to sensing and intelligence,

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-09T17:18:55.702207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T17:18:55.702207Z digest=sha256:f8fcd0bc43dcdadcc968b6a1c84e4152fcfb91752d2be586fb8c94f10ccff03c

Observation 0d2a8b46-95be-4c2b-9138-a91d33f705d2 · outbound

This paper cites Study on enhanced LTE support for aerial vehicles (Release 15),.

Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users Study on enhanced LTE support for aerial vehicles (Release 15),

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T17:18:56.515947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-09T17:18:55.705886Z digest=sha256:1cfd25a0281d9dd91a20325ba8094a4df75f404dd47fdcc9240999175b6305ed

Observation e1840e09-4bb8-4c6d-ac5f-cf8fed0dbb01 · outbound

This paper cites Study on channel model for frequencies from 0.5 to 100 GHz (Release 16),.

Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users Study on channel model for frequencies from 0.5 to 100 GHz (Release 16),

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T17:18:56.504892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-09T17:18:55.709607Z digest=sha256:a532e5a17c0b0055f370cb85acef37b72c1a749f45030c5a086e09115edfccd5

Observation 1d0b7b7a-7b31-4d8e-ab4f-0d27f0290da3 · outbound

This paper cites Understanding UA V cellular communications: From existing networks to massive MIMO,.

Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users Understanding UA V cellular communications: From existing networks to massive MIMO,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T17:18:56.492627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-09T17:18:55.712821Z digest=sha256:0281b815c8f3b0145800c9155e298addfb84833a1f69b28fe396fbd4d61764fc

Observation eaaaddcf-5ae7-406c-a882-30beac6ae685 · outbound

This paper cites The essential guide to realizing 5G- connected UA Vs with massive MIMO,.

Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users The essential guide to realizing 5G- connected UA Vs with massive MIMO,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T17:18:56.481241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-09T17:18:55.716048Z digest=sha256:9e02c07b24cbecbb2cc61153654a94d2002d8d502e254665a38e307af3854eea

Observation 27a456a2-704b-4b9a-bfb3-0e5e3be500db · outbound

This paper cites Analysis of UA V communications in cell-free massive MIMO systems,.

Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users Analysis of UA V communications in cell-free massive MIMO systems,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T17:18:56.470888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-09T17:18:55.719430Z digest=sha256:741b5eafb40eec87dfa6a5f251ef8c334f381433bc53c351f92e42bd1623036e

Observation 3ca3c80b-16b7-4892-9621-4cc9c8fa228a · outbound

This paper cites Online antenna tuning in heterogeneous cellular networks with deep reinforcement learning,.

Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users Online antenna tuning in heterogeneous cellular networks with deep reinforcement learning,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T17:18:56.459697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-09T17:18:55.722629Z digest=sha256:2dbb070e090435ac4124603f974880c7623c4c0aebce48e1819bc384fe0fabe8

Observation 8ca4a2a0-9d80-4311-8b7c-8a3b8ef1df1a · outbound

This paper cites Multi-UA V reinforcement learning for data collection in cellular MIMO networks,.

Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users Multi-UA V reinforcement learning for data collection in cellular MIMO networks,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T17:18:56.449102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-09T17:18:55.725958Z digest=sha256:1e465f89b1cbf63e86bc80702aec8140961609a93fa9d89f03ba310aa3a99351

Observation aadb0ac9-bd8a-4d09-a72a-5a3b973b5365 · outbound

This paper cites Remote electrical tilt optimization via safe reinforcement learning,.

Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users Remote electrical tilt optimization via safe reinforcement learning,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T17:18:56.438656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-09T17:18:55.729363Z digest=sha256:5319e9a8d74208811354d56320243f3902b6dc3c2f95545ebdeb64ee2d06282f

Observation 1b5868dc-0144-4133-81f4-b66df6d65cdb · outbound

This paper cites Dynamic self- optimization of the antenna tilt for best trade-off between coverage and capacity in mobile networks,.

Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users Dynamic self- optimization of the antenna tilt for best trade-off between coverage and capacity in mobile networks,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T17:18:56.428153Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-09T17:18:55.732639Z digest=sha256:aaca0c0e6b714e427c860400449a6cb2d38f246b882f871d44858576d5a26d09

Observation c083a042-c91a-4c55-881c-4fce7206f316 · outbound

This paper cites Coordinated reinforcement learning for optimizing mobile networks,.

Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users Coordinated reinforcement learning for optimizing mobile networks,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T17:18:56.417504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-09T17:18:55.735774Z digest=sha256:1dacdf7d229d6f9248230dfe37ba835af82abb6b44617becca813b5527851e40

Observation 8ef1b7d7-ab65-41aa-b73b-d7d84d1c4a71 · outbound

This paper cites Optimizing coverage and capacity in cellular networks using machine learning,.

Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users Optimizing coverage and capacity in cellular networks using machine learning,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T17:18:56.407315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-09T17:18:55.739093Z digest=sha256:c1e80117e8e5e79ab0829afe9967964974969e5872271f918bede331b039d564

Observation 1ea9e665-b5bf-4f75-8ccc-828900e8bde6 · outbound

This paper cites Designing cellular networks for UA V corridors via Bayesian optimization,.

Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users Designing cellular networks for UA V corridors via Bayesian optimization,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T17:18:56.397906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-09T17:18:55.742422Z digest=sha256:90475fe36651d966b1791339e1ff5be3b9785aedc3f7c379f447892f2ed144fa

Observation 67bfdb4a-b882-4752-909a-9196eb59c091 · outbound

This paper cites Taking the human out of the loop: A review of Bayesian optimization,.

Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users Taking the human out of the loop: A review of Bayesian optimization,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T17:18:56.388442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-09T17:18:55.745572Z digest=sha256:5de5da3d4363e540e72b060adbd3d942d57269f6ea3ecd5c601975ea170d293c

Observation 9eff0843-aa44-4c86-86cc-a7324ec8c3e6 · outbound

This paper cites A Tutorial on Bayesian Optimization.

Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users A Tutorial on Bayesian Optimization

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-09T17:18:55.748571Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T17:18:55.748571Z digest=sha256:67f20e068763c1f41054ebfecca2515b27b649d3418ba14c37f4b1cce0784eaa

Observation f13a7684-80fc-4216-b536-ddf96cb74fb5 · outbound

This paper cites Bayesian optimization for radio resource management: Open loop power control,.

Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users Bayesian optimization for radio resource management: Open loop power control,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T17:18:56.378400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-09T17:18:55.752146Z digest=sha256:79c5044bca8a6f641e0b16adf2cf84d36f92e204dff3bde5df541b58ad0a22c7

Observation 10353e87-96da-4886-98d1-e17aadef1b3f · outbound

This paper cites Quantization,.

Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users Quantization,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T17:18:56.368453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-09T17:18:55.755397Z digest=sha256:b507ee62912a8f32eae8d689390581ed6d24c80594ddee32456516056b0eb859

Observation f6055560-d600-4e21-aa82-45fc7fc15b73 · outbound

This paper cites Stochastic geometry and random graphs for the analysis and design of wireless networks,.

Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users Stochastic geometry and random graphs for the analysis and design of wireless networks,

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T17:18:56.358187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-09T17:18:55.758457Z digest=sha256:51de84b80ccab12730e6b2b6b37799633f16e6721d2bcc5f760b1c6619aa8cce

Observation b5410006-b20d-4094-a377-98fcc150c842 · outbound

This paper cites A mathematical theory of network interference and its applications,.

Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users A mathematical theory of network interference and its applications,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T17:18:56.348807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-09T17:18:55.761559Z digest=sha256:71c60f45f0fd3567409111b2cb4a5f66d546202d81e7862e86a41c3935ecccc0

Observation d4c45471-0aba-4a27-819c-f4f358dbf71b · outbound

This paper cites Stochastic geometry for modeling, analysis, and design of multi-tier and cognitive cellular wireless networks: A survey,.

Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users Stochastic geometry for modeling, analysis, and design of multi-tier and cognitive cellular wireless networks: A survey,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T17:18:56.339093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-09T17:18:55.764739Z digest=sha256:88d9178b78721c02ad76174e67c121d0967136a3ab973b371c736788e1eef50f

Observation b3a2e5c5-8484-4be6-a3ae-40a9837a920b · outbound

This paper cites Cellular connectivity for UA Vs: Network modeling, performance analysis, and design guidelines,.

Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users Cellular connectivity for UA Vs: Network modeling, performance analysis, and design guidelines,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T17:18:56.229388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-09T17:18:55.767961Z digest=sha256:5ad04ede1ea8dfa2a87b7296be8c9282a61e4c9e2c066e39c7fc8b8f1219dc97

Observation 7293c7bd-18db-4314-b8f4-a46c7ccb9b7d · outbound

This paper cites UA V- to-UA V communications in cellular networks,.

Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users UA V- to-UA V communications in cellular networks,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T17:18:56.219719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-09T17:18:55.771159Z digest=sha256:dec128f621e73c165daac2b6165ad63c2c39918b4f65b365ec99b29cf63cc39b

Observation 17fd27cf-4fd6-427b-bbf8-ebbf8153d69b · outbound

This paper cites Performance gains of optimal antenna deployment in massive MIMO systems,.

Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users Performance gains of optimal antenna deployment in massive MIMO systems,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T17:18:56.209546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-09T17:18:55.774218Z digest=sha256:0b99040994abab161b135e462b699c53ac8889828bc5f8a2ce0ac2a2b9d00916

Observation 8b279bba-6191-4ddb-9abd-7cb882ae55cd · outbound

This paper cites Modified vector quantization for small-cell access point placement with inter-cell interference,.

Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users Modified vector quantization for small-cell access point placement with inter-cell interference,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T17:18:56.199889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-09T17:18:55.777541Z digest=sha256:f5267ab6e160ab96033ca8338e63fcdd3e62e3ff4996c6b2e6e7026fb0610e30

Observation f22a6d86-7c71-450f-b630-405c87a168da · outbound

This paper cites Vector quantization methods for access point placement in cell-free massive MIMO systems,.

Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users Vector quantization methods for access point placement in cell-free massive MIMO systems,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T17:18:56.190365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-09T17:18:55.781013Z digest=sha256:d708611ed40333b83d447735884bc43a4a1348174a036b33eca446c721d6c3bd

Observation 3a259013-b402-4bf9-966b-55e110c82a6c · outbound

This paper cites Sensor deployment with limited communication range in homogeneous and heterogeneous wireless sensor networks,.

Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users Sensor deployment with limited communication range in homogeneous and heterogeneous wireless sensor networks,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T17:18:56.180397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-09T17:18:55.784134Z digest=sha256:00f4300bf68114200967e1abc29084ae46d119857dfb2eb2db3e282a08191234

Observation 98452834-490d-4f53-93f0-25e714b96492 · outbound

This paper cites Spatially-distributed coverage optimization and control with limited-range interactions,.

Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users Spatially-distributed coverage optimization and control with limited-range interactions,

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T17:18:56.170899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-09T17:18:55.787392Z digest=sha256:6ae8275a9ad2ef776fa5f1a0fc63f4ead0a756a45cc0f391e426428d1a8fda93

Observation 04e280af-8ac9-41b1-8f64-2dd8a24f5083 · outbound

This paper cites A source coding perspective on node deployment in two-tier networks,.

Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users A source coding perspective on node deployment in two-tier networks,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T17:18:56.160635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-09T17:18:55.790536Z digest=sha256:aff437a6c8981046d6f5ed420346b749618020a9fdcbe415eaf67932e998452f

Observation 15cd91ef-8041-4bb9-98cd-448e01194b40 · outbound

This paper cites An energy efficient deployment of nodes in wireless sensor network using V oronoi diagram,.

Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users An energy efficient deployment of nodes in wireless sensor network using V oronoi diagram,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T17:18:56.150406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-09T17:18:55.793811Z digest=sha256:e1572ede6dd76e3fb0fa3d0986a52697dc490afd04eb764820b8b0f4489fefe2

Observation 4b202d16-7e37-419e-8615-ec4c29414f1d · outbound

This paper cites Movement-efficient sensor deployment in wireless sensor networks with limited communication range,.

Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users Movement-efficient sensor deployment in wireless sensor networks with limited communication range,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T17:18:56.139752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-09T17:18:55.796904Z digest=sha256:1dfe3ef53c30b0d1e8616bc0381f074120b677441304e24990abcae01801b0bf

Observation db69c9cb-bb14-40f5-86cd-bf7a71f70122 · outbound

This paper cites Coverage control for mobile sensing networks,.

Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users Coverage control for mobile sensing networks,

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-09T17:18:55.800276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T17:18:55.800276Z digest=sha256:ed7c3c52d5e54bfda39ae965a01a92ca9cc8e64777d7e6bbc4bf324dfa81ef60

Observation 063fe8d9-146e-47e9-9f4e-82c3f435c234 · outbound

This paper cites Energy-efficient node deployment in heterogeneous two-tier wireless sensor networks with limited communication range,.

Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users Energy-efficient node deployment in heterogeneous two-tier wireless sensor networks with limited communication range,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T17:18:56.122084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-09T17:18:55.803485Z digest=sha256:50355bcb0e87ba7db31fb2d9dfd617c5dfea3db5da486f1c5e7c9d41f7461703

Observation e6d2c540-8463-414c-89ac-376493c4dd89 · outbound

This paper cites Three-dimensional V oronoi diagram–based self-deployment algorithm in IoT sensor networks,.

Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users Three-dimensional V oronoi diagram–based self-deployment algorithm in IoT sensor networks,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T17:18:56.110595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-09T17:18:55.807005Z digest=sha256:ba1ad766683228aaee6b485557542345f15d2aeb805629e7b8a1f1d78d30120e

Observation 9d97cbc1-4be3-4830-9363-87b1beb16a43 · outbound

This paper cites Energy-efficient deployment in static and mobile heterogeneous multi-hop wireless sensor networks,.

Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users Energy-efficient deployment in static and mobile heterogeneous multi-hop wireless sensor networks,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T17:18:56.100248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-09T17:18:55.810096Z digest=sha256:8ec4e0ec85cd55f4cfd9b6f5daaddb11e80da6623445687c94710b248bc374fb

Observation 6c6795e5-cd5f-4122-922d-d1f7ded67fde · outbound

This paper cites Movement-assisted sensor deployment,.

Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users Movement-assisted sensor deployment,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T17:18:56.090492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-09T17:18:55.813472Z digest=sha256:baf7f031f898a2485a4204c8245ffe3084b9c63ee467dcf7a742a61d02766741

Observation 754ba594-570a-47b4-859d-dd4eeb2842b5 · outbound

This paper cites Outage-aware deployment in heterogeneous Rayleigh fading wireless sensor networks,.

Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users Outage-aware deployment in heterogeneous Rayleigh fading wireless sensor networks,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T17:18:56.081118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-09T17:18:55.816835Z digest=sha256:a41fcfe513066a3383ee48f934f8a7525463bac263423d92228ecbc5c12feecd

Observation 4ec8f048-0d96-4c3c-8ea1-343e160047ff · outbound

This paper cites Deployment and trajectory optimization of UA Vs: A quantization theory approach,.

Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users Deployment and trajectory optimization of UA Vs: A quantization theory approach,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T17:18:56.070813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-09T17:18:55.819925Z digest=sha256:5decce570db7dfc1d7538f6893073391718b7b3e07774f3f3b15da32c1da2bd8

Observation 407b8d10-44e1-445c-9da2-daa94e53569a · outbound

This paper cites Optimal deployments of UA Vs with directional antennas for a power-efficient coverage,.

Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users Optimal deployments of UA Vs with directional antennas for a power-efficient coverage,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T17:18:56.059743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-09T17:18:55.823199Z digest=sha256:704323b0263bf5afe43e4111920ce14ad6874b07a3f456d71f1e9151ea398d9f

Observation 77c7c18e-976b-474d-b9e3-8f0f29319433 · outbound

This paper cites Optimal UA V deployment for rate maximization in IoT networks,.

Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users Optimal UA V deployment for rate maximization in IoT networks,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T17:18:56.048492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-09T17:18:55.826713Z digest=sha256:78bac07fc26d77a2af1dc42f9efeba52b703a81c7b6bc183c7648eeef463d938

Observation c54ffa11-1fd8-45af-be6e-38c4181ff346 · outbound

This paper cites Power-efficient deployment of UA Vs as relays,.

Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users Power-efficient deployment of UA Vs as relays,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T17:18:56.037478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-09T17:18:55.829987Z digest=sha256:ee490409eb6d7bad8194a5b5604dc703a5af7a59765ebc9d02e52cdffc944cf8

Observation 31113cf7-7a48-4b89-8230-15b4b036b885 · outbound

This paper cites Optimizing cellular networks for UA V corridors via quantization theory,.

Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users Optimizing cellular networks for UA V corridors via quantization theory,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T17:18:56.026214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-09T17:18:55.833332Z digest=sha256:2f5f69c9d58f1176f1e19648bb24c72131eb4b41eea7e643fcc81d8491e17ba5

Observation 7582ee66-7df2-473e-9a05-1503b8c4875b · outbound

This paper cites Least squares quantization in PCM,.

Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users Least squares quantization in PCM,

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-09T17:18:55.836352Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T17:18:55.836352Z digest=sha256:aab3200d845b2a1421044d56d92a47ac20f91b67028fa07dc12ef3651af49802

Observation 1854082d-b240-4a7a-a76f-666c0254ea6a · outbound

This paper cites Boots, K.

Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users Boots, K

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T17:18:56.009187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-09T17:18:55.839679Z digest=sha256:43ace7592ea87385eff49623fba1397157b58b99601256471a65e682bb5283e7

Observation e523e9c5-1b50-4577-9341-27d37c3b3882 · outbound

This paper cites Centroidal V oronoi tessellations: Applications and algorithms,.

Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users Centroidal V oronoi tessellations: Applications and algorithms,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T17:18:55.999026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-09T17:18:55.843327Z digest=sha256:1d65e4405379f634f2b30ce53e0d0fef2655b5beeeedcc6ab6139c180ea091a4

Observation 5617a70b-9656-4886-8492-737fd42c9061 · outbound

This paper cites Integrating terrestrial and non-terrestrial networks: 3D opportunities and challenges,.

Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users Integrating terrestrial and non-terrestrial networks: 3D opportunities and challenges,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T17:18:55.989441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-09T17:18:55.846481Z digest=sha256:4277c3028829531452c0e260a06255392e8ce3045d5cdaacc3889e59aa083506

Observation 5288e160-5608-48ea-ac2e-d3deae7e1ef8 · outbound

This paper cites Toward 6G with connected sky: UA Vs and beyond,.

Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users Toward 6G with connected sky: UA Vs and beyond,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T17:18:55.979914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-09T17:18:55.849693Z digest=sha256:adec66f20454c6205ff88553f2a568f997e1c6fb0dc767cb98a627e6cf80bf72

Observation 4ff4c856-2788-49a4-821e-560f7ba8ee47 · outbound

This paper cites Millimeter-wave UA V coverage in urban environments,.

Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users Millimeter-wave UA V coverage in urban environments,

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T17:18:55.969607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-09T17:18:55.854462Z digest=sha256:bdbd5f25ac23298d6456d6d60403cb936820a6dc8a54bc1ba747d807b4c9b979

Observation 9560478f-ebf4-4a49-b665-e4e2e19c5126 · outbound

This paper cites On the optimization of cellular networks for UA V aerial corridor support,.

Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users On the optimization of cellular networks for UA V aerial corridor support,

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T17:18:55.959882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-09T17:18:55.857745Z digest=sha256:67e7ce6684cae9c9a8a6b37d31b916a4713403e7e6b25f466e15fd3c2bdc8511

Observation 998c92b6-7c1c-4aa7-bb52-dbf4ccf134ee · outbound

This paper cites A novel metric for mMIMO base station association for aerial highway systems,.

Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users A novel metric for mMIMO base station association for aerial highway systems,

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T17:18:55.950107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-09T17:18:55.861374Z digest=sha256:79da21fc09e513032587da4364e4dd1e77e09d1ccef111df87bf47e78a64cdd8

Observation e049c859-eb42-4ec3-8fb2-7155f61259b6 · outbound

This paper cites Base station antenna uptilt optimization for cellular-connected drone corridors,.

Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users Base station antenna uptilt optimization for cellular-connected drone corridors,

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T17:18:55.939440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-09T17:18:55.864822Z digest=sha256:42d7b794d25e87afeab29418dad8da15e617f6164f506505de71574a26cb693a

Observation cc08450f-cdd6-49de-921f-30d1fe79f253 · outbound

This paper cites Ensuring Reliable Connectivity to Cellular-Connected UAVs with Up-tilted Antennas and Interference Coordination.

Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users Ensuring Reliable Connectivity to Cellular-Connected UAVs with Up-tilted Antennas and Interference Coordination

Reference 55

Resolution
verified exact
local_arxiv, observed 2026-08-09T17:18:55.907070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-09T17:18:55.868101Z digest=sha256:ff443b1280b0d34ddf9959cb3aa15c4e4d4204a7d6962c7d75736c92f8f6baad

Observation b984ba97-29a7-45ca-9b89-d9445b9ffa23 · outbound

This paper cites Placement of mmWave base stations for serving urban drone corridors,.

Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users Placement of mmWave base stations for serving urban drone corridors,

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T17:18:55.928435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-09T17:18:55.872056Z digest=sha256:f9b1ed038f47bb37388898fd389a2b803fdccadf1a58d1f4df6852f2a67baf64

Pith citing papers

Observation 83078b52-a30a-4c04-91e4-ff42a087d33a · inbound

Data-Driven Cellular Mobility Management via Bayesian Optimization and Reinforcement Learning cites this paper.

Data-Driven Cellular Mobility Management via Bayesian Optimization and Reinforcement Learning Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users

Reference 46

Resolution
verified exact
local_arxiv, observed 2026-08-07T13:43:48.285523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:43:46.411803Z digest=sha256:5cf80db1987012ece13ac27dcb961ea529610f79679f21fefed5d073743608d9