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Paper Citation Record · LEDGER

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

As of 13 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 2026-08-13T06:32:02.005865+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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-09T17:18:55.686538Z digest=sha256:c40b431bfb95d5ca6f807d1283ea531f261d3c0f46f56ccc8cc33eba7544b3ea

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-09T17:18:55.690844Z digest=sha256:a99f24f0ab0dfe1217c181202d90ce88234b62e28d6db8f4131b3a1e5ac9c420

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-09T17:18:55.694586Z digest=sha256:3aa4a0831a737cae8ba2323f10c30a0a2361d9b60f01386e816343066b4e0c4b

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-09T17:18:55.698319Z digest=sha256:72b4efc67fe44ba5a174b9fde2c17d67e25ebcae23a299ef21329fb3ee8388b3

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=sha256:0bccc43994fa714e2174c319552f9e95cb4b99edfbe5f58e7767360b07003867

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-09T17:18:55.705886Z digest=sha256:0105ab20ac8b726858479680a04acca034b421e10a819a9842d7e51b75089349

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-09T17:18:55.709607Z digest=sha256:36690b00c4d5202c20e9f505bba3229e7e8d245b77ca22237ef84f79f977d508

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-09T17:18:55.712821Z digest=sha256:bd2dd509cde8ab7ff53afe60663e1938e752d2124250ca129d8ad316613ac767

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-09T17:18:55.716048Z digest=sha256:48fd9ffd31e6528e8aa58250353decf75c482077d50f1a521577b8a4c79e9876

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-09T17:18:55.719430Z digest=sha256:3129fd994b1844713e02b05bc3cf10065bd861e82a3b45c63033f2a833a3d058

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-09T17:18:55.722629Z digest=sha256:7579f123e4d56e41b5c15fff68004ff4472002fad6bed2546f96e0aadbf0b4ea

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-09T17:18:55.725958Z digest=sha256:98bf00aa14122ac740d2acb411b197aa163a46b56a90ec113c67ece82f4f7478

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-09T17:18:55.729363Z digest=sha256:f242f05e7f286a2068d0ee214f4a8d8b61aa1a3a2d050882be4df4a4d5fb5f9d

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-09T17:18:55.732639Z digest=sha256:021aba12f478036b1c20674e076bb4f80d9d1901aa39aa889cb0b17510fc8058

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-09T17:18:55.735774Z digest=sha256:053513e0a696480fd6fc7c4f09885c1ddeca15eb02b33c14d075bb1a39d90248

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-09T17:18:55.739093Z digest=sha256:dd6473e9381f7a9c48a8a3471714ddb15fd3b6e1289c80a4c333b32ec3dfdb49

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-09T17:18:55.742422Z digest=sha256:d3cce5ffc4a7f9a99ed7db6b9cce39084802589396156e84a83169b75538f97b

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-09T17:18:55.745572Z digest=sha256:558982dbd699c7795cc5db67c0675611ed3c36c77da9bc6f4718623de2bd0a3f

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:f1f9bd6c63baf821b1206dc34c5c26b692f4c2220e1e38688b0c913f622b719e

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-09T17:18:55.752146Z digest=sha256:e313c89c1c90eb7680bfe7103f9a294ebdd00a01a1ae2f766bfa95ba7937edd6

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-09T17:18:55.755397Z digest=sha256:be3047840260f8e0e3da54c004dd95742a8676adb0fa4b699d97d3630e7c90aa

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-09T17:18:55.758457Z digest=sha256:774fe43ea2bbf3801c7287d7d1ca6341404ad3a75c1b44f730aec0bfd660d584

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-09T17:18:55.761559Z digest=sha256:315ef6544662ab3d161bf5252fd5805814bd40f99a8632e4ab1d554fd68cd485

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-09T17:18:55.764739Z digest=sha256:d256d15f5c1c8f3922395a6a84a4da15c2f6b5d245efffafc1081f6f7809fce1

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-09T17:18:55.767961Z digest=sha256:ee4bef94637827bfea9eb0db53871b62adfc3b81f2d114bac675b0b0fcf61db0

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-09T17:18:55.771159Z digest=sha256:2accfcf6f89f6c211086571076c8c4364434ba55bc3e8aac70e412930d207bef

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-09T17:18:55.774218Z digest=sha256:cf563819ea25258e2bf173779812f9e4ac18bf8cd00db47cd1fd9a0657bd58d2

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-09T17:18:55.777541Z digest=sha256:8d06bc5e86ecf17eeaf7158ca361178735a73a1b7be493f29f091f84a03cbf3d

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-09T17:18:55.781013Z digest=sha256:cb9616486d851d09814d2187ce17380dea5c76dc24f0de8a187fdf45a90b2659

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-09T17:18:55.784134Z digest=sha256:f40a1468178698da42929ed57837bb621ebf63900e48939426c571ffa4fde653

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-09T17:18:55.787392Z digest=sha256:bd59d0770adae647ce0952b8dc7b2d41dd843520798bc7f8d8d772896667ec5d

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-09T17:18:55.790536Z digest=sha256:0351b0216429c81cdf35e4adb9371715ff78e2e71015edcbb6e5c4b734239d86

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-09T17:18:55.793811Z digest=sha256:2d8ff9577e942439db11dae721f7c4a2b1111a8ff09774fe095e857cf92999f0

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-09T17:18:55.796904Z digest=sha256:bde63d2dd130b0c1bfd5bf7c013fd4c7f0c691396aa4c720d1bef057328704cc

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:c94429e57dba9110dab3d78d048b8631a74472e5376c09c53356a2d1888e92ea

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-09T17:18:55.803485Z digest=sha256:60d0606785798189e4016fe866fbe31c5abf48257edb8d324fea6a7084f29676

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-09T17:18:55.807005Z digest=sha256:8e7c13019aafcb4d9b53950fc76700f619584465d5c9d273e0486f63849cfcbf

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-09T17:18:55.810096Z digest=sha256:2605e9b30872a50decdd76ed639056663000b30b8f9178f97e2636eec7b8ad91

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-09T17:18:55.813472Z digest=sha256:b9972b059e06a41a1d51df813abf503a52c3e5fedaec5a5685d1bb5e57134489

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-09T17:18:55.816835Z digest=sha256:115069f2af61f00e0785314fea325672e6baf1e944c0ac1ee0657c9865e1b91c

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-09T17:18:55.819925Z digest=sha256:1b29fd456ed0a554580d98c4628a75ce2fcef1335113008c2cee711ad27d379f

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-09T17:18:55.823199Z digest=sha256:ab0776496712fe1c5dd922e539f192f83ab0cc8113103e2aff2e2940f2a5adea

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-09T17:18:55.826713Z digest=sha256:9047a0ac180d9c8ad6506c845223d94550aa391bd71e4ee6114c915e2d0a23dc

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-09T17:18:55.829987Z digest=sha256:b3651c1246a9df5dc3ff2371acd328fa8ced029c9b204bb14394551147fa837e

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-09T17:18:55.833332Z digest=sha256:89bcb4ecd08c74eeaedded0d5ace4ef62cc11772800a09758a6d61ecb7d41f0b

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:fa31f1761abb7da21f840f228965fbe1e2c3000c19237cebb2a7bee4f6e35ec4

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-09T17:18:55.839679Z digest=sha256:ff8b04beaa3b0a080448b096adac2c3c8a9d4fda5542248f715b4a748cc24fee

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-09T17:18:55.843327Z digest=sha256:ea3a72ac1c8c893be749f4571d1ff56f818d9ebbf8940cfdeb092f0d9053a732

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-09T17:18:55.846481Z digest=sha256:6dca2ae668c552ccc5d6ee9d1cb6c2d543e8f94633eaf7c3a3a7fcf0f0f3d731

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-09T17:18:55.849693Z digest=sha256:6c6289cf7c544516ea8ab8d04d87c33beb51db6fc9ce4852ace6f4671cfb2d8b

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-09T17:18:55.854462Z digest=sha256:8551753cc5816a0cfdda38b386eb906e2de4f6cee56ffc06905ba1388d7f0af0

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-09T17:18:55.857745Z digest=sha256:2b1ae839f21730a38bd3ff9fa6717193bc679ffa3647595a83ae0381204db684

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-09T17:18:55.861374Z digest=sha256:b7b8bbac6370851bb7429fa37a649771036b85361a09875b4b104e19f8b566a0

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-09T17:18:55.864822Z digest=sha256:84ca4d1fbe7d25a84cf18a01441a4a2721da68d0f662ef9bdda1dd17b51a5ad5

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-09T17:18:55.868101Z digest=sha256:4bdc2e724b5b534e1ca371305599481301933af664aa70789926366cae1d2e0e

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-09T17:18:55.872056Z digest=sha256:b85181eed946874c1617e210c9d379958310d98e96a873766dd5f116c76f9ba7

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T13:43:46.411803Z digest=sha256:a431987d38713550f46ae21c0a2816b249739ca4576f92078fa361d95ffa2c05