Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-09T17:18:55.872056Z
Paper Citation Record · LEDGER
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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-09T17:18:55.872056Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T13:43:46.411803Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-07T13:43:48.186640Z
56 of 56 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 9526c6c6-8489-49a9-b113-3fda2cd33209 · outbound
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
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.
Observation 8b4c6206-af4d-40c6-a642-b7a03215fd79 · outbound
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
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.
Observation 3bb907e5-ee64-43cf-a7a1-ed91db617b0c · outbound
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
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.
Observation c1e7bb0a-805b-478d-9884-4f22ed8450ce · outbound
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
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.
Observation 1230797e-af03-48ac-99e3-6360e1003b18 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0d2a8b46-95be-4c2b-9138-a91d33f705d2 · outbound
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
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.
Observation e1840e09-4bb8-4c6d-ac5f-cf8fed0dbb01 · outbound
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
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.
Observation 1d0b7b7a-7b31-4d8e-ab4f-0d27f0290da3 · outbound
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
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.
Observation eaaaddcf-5ae7-406c-a882-30beac6ae685 · outbound
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
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.
Observation 27a456a2-704b-4b9a-bfb3-0e5e3be500db · outbound
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
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.
Observation 3ca3c80b-16b7-4892-9621-4cc9c8fa228a · outbound
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
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.
Observation 8ca4a2a0-9d80-4311-8b7c-8a3b8ef1df1a · outbound
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
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.
Observation aadb0ac9-bd8a-4d09-a72a-5a3b973b5365 · outbound
Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users Remote electrical tilt optimization via safe reinforcement learning,
Reference 13
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.
Observation 1b5868dc-0144-4133-81f4-b66df6d65cdb · outbound
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
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.
Observation c083a042-c91a-4c55-881c-4fce7206f316 · outbound
Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users Coordinated reinforcement learning for optimizing mobile networks,
Reference 15
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.
Observation 8ef1b7d7-ab65-41aa-b73b-d7d84d1c4a71 · outbound
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
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.
Observation 1ea9e665-b5bf-4f75-8ccc-828900e8bde6 · outbound
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
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.
Observation 67bfdb4a-b882-4752-909a-9196eb59c091 · outbound
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
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.
Observation 9eff0843-aa44-4c86-86cc-a7324ec8c3e6 · outbound
Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users A Tutorial on Bayesian Optimization
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f13a7684-80fc-4216-b536-ddf96cb74fb5 · outbound
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
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.
Observation 10353e87-96da-4886-98d1-e17aadef1b3f · outbound
Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users Quantization,
Reference 21
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.
Observation f6055560-d600-4e21-aa82-45fc7fc15b73 · outbound
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
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.
Observation b5410006-b20d-4094-a377-98fcc150c842 · outbound
Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users A mathematical theory of network interference and its applications,
Reference 23
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.
Observation d4c45471-0aba-4a27-819c-f4f358dbf71b · outbound
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
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.
Observation b3a2e5c5-8484-4be6-a3ae-40a9837a920b · outbound
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
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.
Observation 7293c7bd-18db-4314-b8f4-a46c7ccb9b7d · outbound
Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users UA V- to-UA V communications in cellular networks,
Reference 26
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.
Observation 17fd27cf-4fd6-427b-bbf8-ebbf8153d69b · outbound
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
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.
Observation 8b279bba-6191-4ddb-9abd-7cb882ae55cd · outbound
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
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.
Observation f22a6d86-7c71-450f-b630-405c87a168da · outbound
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
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.
Observation 3a259013-b402-4bf9-966b-55e110c82a6c · outbound
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
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.
Observation 98452834-490d-4f53-93f0-25e714b96492 · outbound
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
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.
Observation 04e280af-8ac9-41b1-8f64-2dd8a24f5083 · outbound
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
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.
Observation 15cd91ef-8041-4bb9-98cd-448e01194b40 · outbound
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
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.
Observation 4b202d16-7e37-419e-8615-ec4c29414f1d · outbound
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
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.
Observation db69c9cb-bb14-40f5-86cd-bf7a71f70122 · outbound
Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users Coverage control for mobile sensing networks,
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 063fe8d9-146e-47e9-9f4e-82c3f435c234 · outbound
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
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.
Observation e6d2c540-8463-414c-89ac-376493c4dd89 · outbound
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
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.
Observation 9d97cbc1-4be3-4830-9363-87b1beb16a43 · outbound
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
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.
Observation 6c6795e5-cd5f-4122-922d-d1f7ded67fde · outbound
Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users Movement-assisted sensor deployment,
Reference 39
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.
Observation 754ba594-570a-47b4-859d-dd4eeb2842b5 · outbound
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
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.
Observation 4ec8f048-0d96-4c3c-8ea1-343e160047ff · outbound
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
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.
Observation 407b8d10-44e1-445c-9da2-daa94e53569a · outbound
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
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.
Observation 77c7c18e-976b-474d-b9e3-8f0f29319433 · outbound
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
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.
Observation c54ffa11-1fd8-45af-be6e-38c4181ff346 · outbound
Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users Power-efficient deployment of UA Vs as relays,
Reference 44
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.
Observation 31113cf7-7a48-4b89-8230-15b4b036b885 · outbound
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
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.
Observation 7582ee66-7df2-473e-9a05-1503b8c4875b · outbound
Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users Least squares quantization in PCM,
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1854082d-b240-4a7a-a76f-666c0254ea6a · outbound
Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users Boots, K
Reference 47
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.
Observation e523e9c5-1b50-4577-9341-27d37c3b3882 · outbound
Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users Centroidal V oronoi tessellations: Applications and algorithms,
Reference 48
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.
Observation 5617a70b-9656-4886-8492-737fd42c9061 · outbound
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
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.
Observation 5288e160-5608-48ea-ac2e-d3deae7e1ef8 · outbound
Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users Toward 6G with connected sky: UA Vs and beyond,
Reference 50
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.
Observation 4ff4c856-2788-49a4-821e-560f7ba8ee47 · outbound
Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users Millimeter-wave UA V coverage in urban environments,
Reference 51
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.
Observation 9560478f-ebf4-4a49-b665-e4e2e19c5126 · outbound
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
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.
Observation 998c92b6-7c1c-4aa7-bb52-dbf4ccf134ee · outbound
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
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.
Observation e049c859-eb42-4ec3-8fb2-7155f61259b6 · outbound
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
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.
Observation cc08450f-cdd6-49de-921f-30d1fe79f253 · outbound
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
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.
Observation b984ba97-29a7-45ca-9b89-d9445b9ffa23 · outbound
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
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.
Observation 83078b52-a30a-4c04-91e4-ff42a087d33a · inbound
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
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.