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Paper Citation Record · LEDGER

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs

As of 19 August 2026, this Paper Citation Record lists 100 of 300 outbound references and 9 inbound Pith citation observations for arXiv:2506.08045.

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

pith.paper-citation-record.v1
2506.08045 v1

Coverage vector

measured 100 of 300 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:47:57.177617Z

measured 109 of 109 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 9 of 9 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T00:18:28.857981Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T16:53:40.414158Z

Reference resolution

100 of 300 outbound references displayed

  • verified exact2
  • verified fuzzy0
  • unresolved98
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1db375e8-2a9d-43cc-a574-fd418d93f33e · outbound

This paper cites Overview and current status of remote sensing applications based on unmanned aerial vehicles (uavs).Photogrammetric Engineering & Remote Sensing, 81(4):281–330, 2015.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Overview and current status of remote sensing applications based on unmanned aerial vehicles (uavs).Photogrammetric Engineering & Remote Sensing, 81(4):281–330, 2015

Reference 1

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source=pdf_text observed=2026-08-07T05:47:56.856582Z digest=sha256:c82f83dd5d3e0c0e3d1c1f355d386bcd264f3e1e3d2bf3a11d8821cc0b729791

Observation 9bd03d80-89bc-4594-8ab5-eb31b0e6e263 · outbound

This paper cites Unmanned aerial vehicles in agriculture: A review of perspective of platform, control, and applications.Ieee Access, 7:105100–105115, 2019.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Unmanned aerial vehicles in agriculture: A review of perspective of platform, control, and applications.Ieee Access, 7:105100–105115, 2019

Reference 2

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source=pdf_text observed=2026-08-07T05:47:56.860830Z digest=sha256:c3f0b786f9bd222ffc15655dd190ffc09f25eb3fa265d9a3483fa9bc87dee5d6

Observation 8076268f-c60e-451c-8e30-36473ae89372 · outbound

This paper cites An agent-based self-protective method to secure communication between uavs in unmanned aerial vehicle networks.Vehicular Communications, 26:100267, 2020.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs An agent-based self-protective method to secure communication between uavs in unmanned aerial vehicle networks.Vehicular Communications, 26:100267, 2020

Reference 3

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source=pdf_text observed=2026-08-07T05:47:56.864340Z digest=sha256:707c0b23bce983aa2535cd6d25f44b22a1c6869419f9aac93bf8eb345e1aa019

Observation 9f546060-2782-4446-8410-1e18de164d71 · outbound

This paper cites Multi-agent architecture for information retrieval and intelligent monitoring by uavs in known environments affected by catastrophes.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Multi-agent architecture for information retrieval and intelligent monitoring by uavs in known environments affected by catastrophes

Reference 4

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source=pdf_text observed=2026-08-07T05:47:56.867748Z digest=sha256:0cd512be211c02fe3962e1696f1cc6f0566fb14f45a9df93cc0895fcfb5a7256

Observation 8389f798-71dc-4438-9b22-5123327dc1ba · outbound

This paper cites Graph-based multi-agent reinforcement learning for large-scale uavs swarm system control.Aerospace Science and Technology, 150:109166, 2024.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Graph-based multi-agent reinforcement learning for large-scale uavs swarm system control.Aerospace Science and Technology, 150:109166, 2024

Reference 5

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source=pdf_text observed=2026-08-07T05:47:56.871124Z digest=sha256:07a4cc8e64c8dc94d3a215e970b5f1a543fc0e659304047a7b1a46e0b43f67d0

Observation de03b93b-3b4e-4544-a28e-fc3f8e1f061a · outbound

This paper cites Integrated cognitive architectures: a survey.Artificial Intelligence Review, 28:103–130, 2007.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Integrated cognitive architectures: a survey.Artificial Intelligence Review, 28:103–130, 2007

Reference 6

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source=pdf_text observed=2026-08-07T05:47:56.874579Z digest=sha256:b7d87835b989b11d8ae6521631cc8f32cbf740235cc3995708b5b135967f26b8

Observation decd88bd-f435-4c17-abc4-7015e6b68139 · outbound

This paper cites Cognitive architectures and autonomy: A comparative review.Journal of Artificial General Intelligence, 3(2):1, 2012.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Cognitive architectures and autonomy: A comparative review.Journal of Artificial General Intelligence, 3(2):1, 2012

Reference 7

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Observation bac92178-97a6-47c7-af26-97db3dcf3d5d · outbound

This paper cites The role of cognitive architectures in general artificial intelligence, 2018.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs The role of cognitive architectures in general artificial intelligence, 2018

Reference 8

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source=pdf_text observed=2026-08-07T05:47:56.881249Z digest=sha256:2241de8dfcdeb005d871f49c3e462a10acd6cdb1eb6d317af83b551d8e87fe85

Observation 837acd89-dc86-4ecb-9fb0-88899f6586b7 · outbound

This paper cites Explainable ai and monocular vision for enhanced uav navigation in smart cities: prospects and challenges.Frontiers in Sustainable Cities, 7:1561404, 2025.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Explainable ai and monocular vision for enhanced uav navigation in smart cities: prospects and challenges.Frontiers in Sustainable Cities, 7:1561404, 2025

Reference 9

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source=pdf_text observed=2026-08-07T05:47:56.884353Z digest=sha256:4503e18845dc2aac1c166f2acba5a0d5742a3f22b526dc08115bb0fe1a4822d5

Observation 231c7d0f-b81b-409d-b770-b6b72f71de77 · outbound

This paper cites Artificial intelligence algorithm models for agents of embodiment for drone applications.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Artificial intelligence algorithm models for agents of embodiment for drone applications

Reference 10

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source=pdf_text observed=2026-08-07T05:47:56.887622Z digest=sha256:ccb3c56cdee856bbc314c53444b6105142c1f12ac54e3e07c9d9c8deeca2e4a3

Observation d4a62217-6959-4d62-acdb-dce88d2cb3e3 · outbound

This paper cites Artificial intelligence (ai) algorithm and models for embodied agents (robots and drones).

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Artificial intelligence (ai) algorithm and models for embodied agents (robots and drones)

Reference 11

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Observation 04d4211a-a124-4059-8126-30dbabb73195 · outbound

This paper cites Ai agents vs.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Ai agents vs

Reference 12

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source=pdf_text observed=2026-08-07T05:47:56.893841Z digest=sha256:4a48b1c22da97aac0935db8f9ee7c3e8cc80412b651bb87b332d485dd9972360

Observation 1242eb40-4c21-4693-9cac-c3b023b48caf · outbound

This paper cites Trism for agentic ai: A review of trust, risk, and security management in llm-based agentic multi-agent systems.arXiv preprint arXiv:2506.04133, 2025.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Trism for agentic ai: A review of trust, risk, and security management in llm-based agentic multi-agent systems.arXiv preprint arXiv:2506.04133, 2025

Reference 13

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source=pdf_text observed=2026-08-07T05:47:56.897022Z digest=sha256:c09dcf1a48997f7f10bb7222e30044d20b43102fe3257c9a144c91646767e266

Observation e727097f-45a2-4f04-87f8-2d9b519b891c · outbound

This paper cites UAV-CodeAgents: Scalable UAV Mission Planning via Multi-Agent ReAct and Vision-Language Reasoning.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs UAV-CodeAgents: Scalable UAV Mission Planning via Multi-Agent ReAct and Vision-Language Reasoning

Reference 14

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source=pdf_text observed=2026-08-07T05:47:56.900062Z digest=sha256:d8e25646b1a4cc21f6dd5fd7a4b68a0c3ba6aba8b2273ea8cfd5ccf5633ca07e

Observation 344ff0e1-8c87-4ae2-b867-dcfe7e1decf7 · outbound

This paper cites Rule-based verification of autonomous unmanned aerial vehicles.Drones, 8(1):26, 2024.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Rule-based verification of autonomous unmanned aerial vehicles.Drones, 8(1):26, 2024

Reference 15

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source=pdf_text observed=2026-08-07T05:47:56.903777Z digest=sha256:7bec945e4e4c0b18ea6c7f943f5f4341bbb30f6500a88a51cf0d53b50288c1a7

Observation 69201035-25ba-4326-9467-4b5ea0015196 · outbound

This paper cites Artificial intel- ligence algorithms and models for embodied agents: Enhancing autonomy in drones and robots.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Artificial intel- ligence algorithms and models for embodied agents: Enhancing autonomy in drones and robots

Reference 16

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source=pdf_text observed=2026-08-07T05:47:56.906937Z digest=sha256:aa1754d791e64224d6bf308a693afb902e5bb42e8b82082c8f91cd20b16d9421

Observation 7ea4ca65-ed0a-4ee5-87f1-ae34dc176a56 · outbound

This paper cites UAVs Meet LLMs: Overviews and Perspectives Toward Agentic Low-Altitude Mobility.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs UAVs Meet LLMs: Overviews and Perspectives Toward Agentic Low-Altitude Mobility

Reference 17

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source=pdf_text observed=2026-08-07T05:47:56.909973Z digest=sha256:bb9bb0dfdbf658ba6657771b6f2de0449a7bc7b130fe211fb239b04529b07bbf

Observation dc5dbad1-dc8e-4f21-b364-9b9cf62f1193 · outbound

This paper cites A conceptual high level multi-agent system for wildfire management.IEEE Transactions on Geoscience and Remote Sensing, 2025.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs A conceptual high level multi-agent system for wildfire management.IEEE Transactions on Geoscience and Remote Sensing, 2025

Reference 18

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source=pdf_text observed=2026-08-07T05:47:56.913569Z digest=sha256:aeade99c70ace09832a37b5dfc5f566bba29839cfb185535a28a169d3206c973

Observation 8cfd5ee1-e2a2-4d87-af46-50803d8603a3 · outbound

This paper cites Arresvg: Intelligent multi-uav navigation in partially observable spaces using adaptive deep reinforcement learning approach.IEEE Transactions on Vehicular Technology, 2025.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Arresvg: Intelligent multi-uav navigation in partially observable spaces using adaptive deep reinforcement learning approach.IEEE Transactions on Vehicular Technology, 2025

Reference 19

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source=pdf_text observed=2026-08-07T05:47:56.916862Z digest=sha256:74f53f8713c132bd1cf37123fe551c9aa490ea1484b31dc546bbe60fdb284555

Observation 3a79d0f5-8d9a-45aa-98c4-765fa6ee6629 · outbound

This paper cites A review of unmanned vehicle control with adaptive dynamic programming implementations.Journal of Intelligent & Robotic Systems, 111(1):1–16, 2025.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs A review of unmanned vehicle control with adaptive dynamic programming implementations.Journal of Intelligent & Robotic Systems, 111(1):1–16, 2025

Reference 20

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source=pdf_text observed=2026-08-07T05:47:56.919988Z digest=sha256:8d49f88c843002629f81a1579d45a766354927089d49232e5510087032789100

Observation 828be5b7-c18f-49ac-a191-c4f070b72679 · outbound

This paper cites Uav-assisted zero knowledge model proof for generative ai: A multi-agent deep reinforcement learning approach.IEEE Internet of Things Journal, 2025.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Uav-assisted zero knowledge model proof for generative ai: A multi-agent deep reinforcement learning approach.IEEE Internet of Things Journal, 2025

Reference 21

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source=pdf_text observed=2026-08-07T05:47:56.923286Z digest=sha256:15e139e8932762b28e6adad490ee85d3718a845e723548b1802559ef15799493

Observation dbfe0ee2-35e2-462d-af31-b33e785307c4 · outbound

This paper cites Age of information minimization using multi-agent uavs based on ai-enhanced mean field resource allocation.IEEE Transactions on Vehicular Technology, 2024.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Age of information minimization using multi-agent uavs based on ai-enhanced mean field resource allocation.IEEE Transactions on Vehicular Technology, 2024

Reference 22

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source=pdf_text observed=2026-08-07T05:47:56.926208Z digest=sha256:8f4e352c22efd3a587a4e04f1011483e5036490469d0e5f4b299bfaaaf67fa2d

Observation c1e25fba-00ab-46fd-a9f2-9c5f657a3577 · outbound

This paper cites Dnn task assignment in uav networks: A generative ai enhanced multi-agent reinforcement learning approach.IEEE Internet of Things Journal, 2025.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Dnn task assignment in uav networks: A generative ai enhanced multi-agent reinforcement learning approach.IEEE Internet of Things Journal, 2025

Reference 23

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source=pdf_text observed=2026-08-07T05:47:56.929410Z digest=sha256:4d4b410c82929adab1d10983f09a45719d2fdcd82f68ec7866453be94e57b78a

Observation 406999ec-bedc-41b2-acbd-0db9b5a408a7 · outbound

This paper cites Advances in uav path planning: A comprehensive review of methods, challenges, and future directions.Drones, 9(5):376, 2025.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Advances in uav path planning: A comprehensive review of methods, challenges, and future directions.Drones, 9(5):376, 2025

Reference 24

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source=pdf_text observed=2026-08-07T05:47:56.932647Z digest=sha256:264b8ea7d827ca15ec64ee32e0f2a4f5a5b15356313f078d8ca63acbb9941912

Observation 5b53b28d-8cf7-4430-8e72-8549fee5aa92 · outbound

This paper cites Progress in artificial intelligence-based visual servoing of autonomous unmanned aerial vehicles (uavs).International Journal of Thermofluids, 21:100590, 2024.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Progress in artificial intelligence-based visual servoing of autonomous unmanned aerial vehicles (uavs).International Journal of Thermofluids, 21:100590, 2024

Reference 25

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source=pdf_text observed=2026-08-07T05:47:56.935830Z digest=sha256:9c0ca1485bce34c8266cbf93c26b76ab6e7ffcc4139eafe651d1825a1692ca8b

Observation 6662dca2-b1cb-4518-b8ee-3f62ae3a2b5f · outbound

This paper cites Rgb-t crowd counting from drone: A benchmark and mmccn network.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Rgb-t crowd counting from drone: A benchmark and mmccn network

Reference 26

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source=pdf_text observed=2026-08-07T05:47:56.939272Z digest=sha256:fbc2a0cd4e8842317839259af0fd0f073afdecd567d380e21a71a0b696341cda

Observation 0ca0a6f2-66b4-469e-82ab-bf31e44aed40 · outbound

This paper cites Machine learning-based drone detection and classification: State-of-the-art in research.IEEE access, 7:138669–138682, 2019.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Machine learning-based drone detection and classification: State-of-the-art in research.IEEE access, 7:138669–138682, 2019

Reference 27

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source=pdf_text observed=2026-08-07T05:47:56.942586Z digest=sha256:b4809bb2590a7ea841cfb05b365d9cbb3ea1457e7508e08a3f89f8833e72d829

Observation 629cd189-61ac-4845-b0dd-3a054bd36960 · outbound

This paper cites Uav positioning based on multi-sensor fusion.IEEE Access, 8:34455–34467, 2020.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Uav positioning based on multi-sensor fusion.IEEE Access, 8:34455–34467, 2020

Reference 28

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source=pdf_text observed=2026-08-07T05:47:56.945693Z digest=sha256:ce1f15d786a4069af6f569af73ea5f55ddf40df390b893955c042bb99ea69fb8

Observation 4ded9ac4-488c-45af-97fa-b0e6af5abccd · outbound

This paper cites Optimal uav path planning in a 3d threat environment by using parallel evolutionary algorithms.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Optimal uav path planning in a 3d threat environment by using parallel evolutionary algorithms

Reference 29

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source=pdf_text observed=2026-08-07T05:47:56.948796Z digest=sha256:709960cd8e55a6fb96a9fa3b79c0367208da95d8599a4f50f9d3e5935ea091ff

Observation a2de8125-ba21-45e5-a284-6ff91d3f821d · outbound

This paper cites A flexible and dynamic mission planning architecture for uav swarm coordination.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs A flexible and dynamic mission planning architecture for uav swarm coordination

Reference 30

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Observation 2916e271-24e7-46c1-a822-7698a1d1c0c2 · outbound

This paper cites US Army Research Laboratory Aberdeen Proving Ground, MD, 2017.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs US Army Research Laboratory Aberdeen Proving Ground, MD, 2017

Reference 31

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source=pdf_text observed=2026-08-07T05:47:56.955174Z digest=sha256:e8203f2a2f7b48fd28e36a5f4bf17dcc4011002133f44294600ee4c18e5edcae

Observation c4d6fe92-f6c8-4ce4-824a-bd12eba8ba4a · outbound

This paper cites Uav swarms: Decision-making paradigms.Unmanned Aircraft Systems, 397, 2016.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Uav swarms: Decision-making paradigms.Unmanned Aircraft Systems, 397, 2016

Reference 32

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source=pdf_text observed=2026-08-07T05:47:56.958298Z digest=sha256:16b651b3f3192480e4e30b545c7bb86a4931643f97a28eee89a5364f4ecf09bc

Observation 30406b7f-ed64-434d-b416-b355e57788aa · outbound

This paper cites System level test automation in uav development.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs System level test automation in uav development

Reference 33

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Observation 13a640d5-3a81-4a24-8292-dfeb46858278 · outbound

This paper cites Springer Science & Business Media, 2010.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Springer Science & Business Media, 2010

Reference 34

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source=pdf_text observed=2026-08-07T05:47:56.964956Z digest=sha256:954b4b8539193a81d4d39888cc39015e8ad05e3df5fc9a24ed024cb9007b9410

Observation 5e3318e2-1550-4713-ac62-49402228cb07 · outbound

This paper cites When mobile crowd sensing meets uav: Energy-efficient task assignment and route planning.IEEE Transactions on Communications, 66(11):5526–5538, 2018.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs When mobile crowd sensing meets uav: Energy-efficient task assignment and route planning.IEEE Transactions on Communications, 66(11):5526–5538, 2018

Reference 35

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source=pdf_text observed=2026-08-07T05:47:56.968173Z digest=sha256:10d0206816d58b6bcecdaabd796cdb93ac0777113208c20275f55593f22f4756

Observation f3d90823-408a-4eff-967e-b47d8f6e1a84 · outbound

This paper cites An aggregate flow based scheduler in multi-task cooperated uavs network.Chinese Journal of Aeronautics, 33(11):2989–2998, 2020.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs An aggregate flow based scheduler in multi-task cooperated uavs network.Chinese Journal of Aeronautics, 33(11):2989–2998, 2020

Reference 36

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source=pdf_text observed=2026-08-07T05:47:56.971650Z digest=sha256:6539ac7170bd0853ce64e2987fd3f45d18ac16f02a7cd317d4e0af79ee4a27e9

Observation c6d451f6-4464-4b34-bda1-e7ba59624c27 · outbound

This paper cites Accessing from the sky: A tutorial on uav communications for 5g and beyond.Proceedings of the IEEE, 107(12):2327–2375, 2019.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Accessing from the sky: A tutorial on uav communications for 5g and beyond.Proceedings of the IEEE, 107(12):2327–2375, 2019

Reference 37

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source=pdf_text observed=2026-08-07T05:47:56.974726Z digest=sha256:0efde780e8970b843e2ba979d199725bec929a4c44e9e762f3a1d3a4d524cf29

Observation 5422b506-a6db-4006-b1c8-473e46171b47 · outbound

This paper cites Lorawan as secondary telemetry communication system for drone delivery.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Lorawan as secondary telemetry communication system for drone delivery

Reference 38

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source=pdf_text observed=2026-08-07T05:47:56.977695Z digest=sha256:d2f2d22dc7b73abdad516b91cb710efd86cf61a9e56104ea458de440a6235198

Observation 110eefe3-f806-4267-a321-ddfbedb1ef53 · outbound

This paper cites Multi-agent Embodied AI: Advances and Future Directions.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Multi-agent Embodied AI: Advances and Future Directions

Reference 39

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source=pdf_text observed=2026-08-07T05:47:56.980646Z digest=sha256:87198deda56f3e996a2df5e81df72ac3c731bfeedba2c8185aa42d95173e83db

Observation 32d2c623-2926-4c0e-9429-60c0c4896438 · outbound

This paper cites Trust-based assured sensor fusion in distributed aerial autonomy.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Trust-based assured sensor fusion in distributed aerial autonomy

Reference 40

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source=pdf_text observed=2026-08-07T05:47:56.984122Z digest=sha256:37f3b2939f11bb97b03e8d4196a3b97806680a0421bb4b23207021a72a83ecda

Observation 04392da8-9c88-4372-9e54-922a8b172378 · outbound

This paper cites Swarm intelligence and multi-drone coordination with edge ai.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Swarm intelligence and multi-drone coordination with edge ai

Reference 41

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source=pdf_text observed=2026-08-07T05:47:56.987112Z digest=sha256:9a9a8267af152ee98f54635f7154eefeb7a7e1f8e551841297bddf02e435f472

Observation 38bd84d1-3d6d-4209-a780-175b59d71fea · outbound

This paper cites an unresolved cited work.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Unresolved cited work

Reference 42

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source=pdf_text observed=2026-08-07T05:47:56.990370Z digest=sha256:960766c6929a7a3e3d7afab4744215887d367295315602b4c89a3ec5c4cd9e51

Observation 55492c1f-bf0f-4d9c-b3f0-e4bc7e1c3eba · outbound

This paper cites A context-aware feature fusion method for multi-uav cooperative air combat.IEEE Transactions on Intelligent Transportation Systems, 2025.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs A context-aware feature fusion method for multi-uav cooperative air combat.IEEE Transactions on Intelligent Transportation Systems, 2025

Reference 43

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source=pdf_text observed=2026-08-07T05:47:56.993432Z digest=sha256:7a76fb0abccd04d8c2a26487615a7c003a00f7d9f7f84320fbe729417f1cd512

Observation e566effb-c593-4411-8bc9-28c1e667550d · outbound

This paper cites Contextbots: Real-time context-aware inference on aerial robots.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Contextbots: Real-time context-aware inference on aerial robots

Reference 44

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source=pdf_text observed=2026-08-07T05:47:56.996459Z digest=sha256:f8cd93c92619ccbd48ab218692657dc57ae2231577a4b9de4a5aa4427d095e91

Observation 1324cacb-86e6-4cbf-9a0e-6852fb404e9d · outbound

This paper cites Flexifly: Interfacing the physical world with foundation models empowered by reconfigurable drone systems.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Flexifly: Interfacing the physical world with foundation models empowered by reconfigurable drone systems

Reference 45

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Observation 0f8f0ec5-c62e-42a2-96bf-bc216a4231b8 · outbound

This paper cites Multi-uav task assignment in dynamic environments: Current trends and future directions.Drones, 9(1):75, 2025.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Multi-uav task assignment in dynamic environments: Current trends and future directions.Drones, 9(1):75, 2025

Reference 46

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source=pdf_text observed=2026-08-07T05:47:57.002652Z digest=sha256:e8da33074f980b24eb0452f5c4c32fe1196358a022c0544c2849d55c7028dc71

Observation 59ea2049-8249-4b65-84e2-0a78243a0400 · outbound

This paper cites an unresolved cited work.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Unresolved cited work

Reference 47

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source=pdf_text observed=2026-08-07T05:47:57.005847Z digest=sha256:e4eb0ff2cfdb363e540cf542a1f61daa05d5cfe04026e87691c5b95a84f0e461

Observation 7a8ed658-3dc0-4f61-b570-bef94bbc7107 · outbound

This paper cites an unresolved cited work.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Unresolved cited work

Reference 48

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source=pdf_text observed=2026-08-07T05:47:57.008888Z digest=sha256:a064ac14a58c97f49001cb17de5957572b79e1cb4081aca48fb906f8ba0f627b

Observation 022a0c05-ae53-4565-bf13-f4f6c4bd5a0f · outbound

This paper cites Uav- enabled integrated sensing and communication: Opportunities and challenges.IEEE Wireless Communications, 2023.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Uav- enabled integrated sensing and communication: Opportunities and challenges.IEEE Wireless Communications, 2023

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source=pdf_text observed=2026-08-07T05:47:57.012026Z digest=sha256:33b485cef91b4befaabf966f6f9c3242c3601b2076f414015582c8b721f995f3

Observation 12bde900-99f8-4c9c-bfa9-216fb3b7f64e · outbound

This paper cites Sensors and measurements for unmanned systems: An overview.Sensors, 21(4):1518, 2021.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Sensors and measurements for unmanned systems: An overview.Sensors, 21(4):1518, 2021

Reference 50

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source=pdf_text observed=2026-08-07T05:47:57.015500Z digest=sha256:daf0fe29329805de28527c9d491163d649dc6c0acecc8c5ac4bed738ca697e77

Observation c6b1e3f4-6703-42b6-b306-be79d6f67b02 · outbound

This paper cites A review of time critical decision making models and human cognitive processes.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs A review of time critical decision making models and human cognitive processes

Reference 51

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source=pdf_text observed=2026-08-07T05:47:57.018566Z digest=sha256:34a131c4a528f95f0d763d06f8616813988d2c4fafce61ebd3d4e0562101ddce

Observation 97202a38-94af-478d-a267-1e2cbb2bb8a0 · outbound

This paper cites The cognitive process of decision making.International Journal of Cognitive Informatics and Natural Intelligence (IJCINI), 1(2):73–85, 2007.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs The cognitive process of decision making.International Journal of Cognitive Informatics and Natural Intelligence (IJCINI), 1(2):73–85, 2007

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source=pdf_text observed=2026-08-07T05:47:57.022167Z digest=sha256:2a134397f5652487074bdeb61301c640514dfeaaaa787c075edc00a334fc0ff3

Observation 4257f0bf-9b10-405a-91aa-b8ba6239cbfd · outbound

This paper cites Lida: A systems-level architecture for cognition, emotion, and learning.IEEE Transactions on Autonomous Mental Development, 6(1):19–41, 2013.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Lida: A systems-level architecture for cognition, emotion, and learning.IEEE Transactions on Autonomous Mental Development, 6(1):19–41, 2013

Reference 53

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source=pdf_text observed=2026-08-07T05:47:57.025346Z digest=sha256:4135012c8b06f8027b8cccbc83fcb4f6b0de2098f0a566cffc93100fdba71582

Observation 6715a3fe-f8ca-4950-b5f0-d31453d16b26 · outbound

This paper cites Modelling social action for ai agents.Artificial intelligence, 103(1-2):157–182, 1998.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Modelling social action for ai agents.Artificial intelligence, 103(1-2):157–182, 1998

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source=pdf_text observed=2026-08-07T05:47:57.028561Z digest=sha256:68e6f762613d7f1f863b034d073c04f94002bb09eff586d03ffbe40c3ac75cc6

Observation ad1973ad-4191-46f6-b59b-414f45077b5a · outbound

This paper cites WIT Press, 2025.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs WIT Press, 2025

Reference 55

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source=pdf_text observed=2026-08-07T05:47:57.031662Z digest=sha256:6da9c137f48b22d88a4ad50117282cf2ba1c575d61617ee34845fe02ece28a84

Observation 3e9e43a7-cfce-4b76-9333-7ca4875d0b15 · outbound

This paper cites A review of cognitive uavs: Ai-driven situation awareness for enhanced operations.AI and Tech in Behavioral and Social Sciences, 2024.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs A review of cognitive uavs: Ai-driven situation awareness for enhanced operations.AI and Tech in Behavioral and Social Sciences, 2024

Reference 56

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source=pdf_text observed=2026-08-07T05:47:57.034957Z digest=sha256:64ccc2ae9c607b3ca07d2ad6257cf63cc55a7847b5e597d94a20d074d996925c

Observation 175ff44e-af06-4fd6-b384-cebf31e5a9db · outbound

This paper cites Multi-agent reinforcement learning-based resource allocation for uav networks.IEEE Transactions on Wireless Communications, 19(2):729–743, 2019.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Multi-agent reinforcement learning-based resource allocation for uav networks.IEEE Transactions on Wireless Communications, 19(2):729–743, 2019

Reference 57

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Observation 94c95c20-ea26-40ea-96f3-6c8395e52e20 · outbound

This paper cites an unresolved cited work.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Unresolved cited work

Reference 58

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source=pdf_text observed=2026-08-07T05:47:57.041553Z digest=sha256:cd98acbc5401ec9c66608a2d2ffb787049b6f9e2f1ad978ad0030129e0582a58

Observation 56ec4286-3dba-4941-9d5e-3390c6d1cb0a · outbound

This paper cites Multi-agent reinforcement learning for offloading cellular communications with cooperating uavs.IEEE Transactions on Aerospace and Electronic Systems, 2025.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Multi-agent reinforcement learning for offloading cellular communications with cooperating uavs.IEEE Transactions on Aerospace and Electronic Systems, 2025

Reference 59

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source=pdf_text observed=2026-08-07T05:47:57.044656Z digest=sha256:bb31244350f0abda004798645ee8d48579b04705d42f2bbe637d68d03a8960bd

Observation e3037ef7-3118-4ad3-8d04-8facdc23c256 · outbound

This paper cites Cognitive mapping and planning for visual navigation.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Cognitive mapping and planning for visual navigation

Reference 60

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source=pdf_text observed=2026-08-07T05:47:57.047856Z digest=sha256:745be9c66a618ddd1de0f68c45cae23620380b332cbea7683f342901d039e1ce

Observation 5fc92922-22c5-43e3-99e6-e990a0f29c6b · outbound

This paper cites Goal-based action priors.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Goal-based action priors

Reference 61

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source=pdf_text observed=2026-08-07T05:47:57.050999Z digest=sha256:990fe616d792254b34148127aa00fb860c793e474ab1bceaa77fda9c0a5af9b6

Observation 3834d903-9934-4dd7-9454-a3877b7c3280 · outbound

This paper cites Hybrid transformer based multi-agent reinforcement learning for multiple unmanned aerial vehicle coordination in air corridors.IEEE Transactions on Mobile Computing, 2025.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Hybrid transformer based multi-agent reinforcement learning for multiple unmanned aerial vehicle coordination in air corridors.IEEE Transactions on Mobile Computing, 2025

Reference 62

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Observation 5e38990c-9663-4419-ab4e-e157c7e25dcf · outbound

This paper cites an unresolved cited work.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Unresolved cited work

Reference 63

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source=pdf_text observed=2026-08-07T05:47:57.057081Z digest=sha256:46426734e1da1d2dbc6bc9be85b7ab033bba2d5a989974266ccda7bd7bf99694

Observation 147842dc-4e06-40bc-897c-93067669a151 · outbound

This paper cites Flamingo: a visual language model for few-shot learning.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Flamingo: a visual language model for few-shot learning

Reference 64

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source=pdf_text observed=2026-08-07T05:47:57.060311Z digest=sha256:1a77766ca37374c87ba0a61c0935012d41fe012d7612fc91af59717218e5297f

Observation 380563ba-8e09-467b-8773-fa1d5a4faece · outbound

This paper cites Improved baselines with visual instruction tuning.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Improved baselines with visual instruction tuning

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source=pdf_text observed=2026-08-07T05:47:57.063364Z digest=sha256:fd952bd133628185d464f5bad628378d06a409b7e76abf3f51ee0dd1c86ef0f6

Observation cb1cea77-dd9a-4033-83f4-05b2ec360bfc · outbound

This paper cites EdgeAI Drone for Autonomous Construction Site Demonstrator.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs EdgeAI Drone for Autonomous Construction Site Demonstrator

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local_arxiv, observed 2026-08-07T05:47:58.217852Z

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T05:47:57.066815Z digest=sha256:8221b504d173020576fa0a2853b8e4f40db84d37e82c790de1b5dad2b40f78ae

Observation 95f35ea7-d306-4569-ace8-5ebc19df0d1d · outbound

This paper cites A uav-cloud system for disaster sensing applications.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs A uav-cloud system for disaster sensing applications

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source=pdf_text observed=2026-08-07T05:47:57.070505Z digest=sha256:9256ff12e2638e7e4046a106d4626f9efa0d3b688bb5ae3af629327ade35e577

Observation 50279822-1564-4887-af71-61b40abce148 · outbound

This paper cites A dual-stage processing architecture for unmanned aerial vehicle object detection and tracking using lightweight onboard and ground server computations.Technologies, 13(1):35, 2025.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs A dual-stage processing architecture for unmanned aerial vehicle object detection and tracking using lightweight onboard and ground server computations.Technologies, 13(1):35, 2025

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source=pdf_text observed=2026-08-07T05:47:57.073871Z digest=sha256:eb35d464c9f82f5ef008b36db5c7f807f7efb04121d624cff6dd2dfdb4358881

Observation a11bf4dc-1322-490a-94bd-69c04a51af87 · outbound

This paper cites Over-the-air computation of large-scale nomographic functions in mapreduce over the edge cloud network.IEEE Internet of Things Journal, 9(14):11843–11857, 2021.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Over-the-air computation of large-scale nomographic functions in mapreduce over the edge cloud network.IEEE Internet of Things Journal, 9(14):11843–11857, 2021

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Observation fe21c3b4-35c6-4f8e-a71b-bcbd60336ab9 · outbound

This paper cites Decentralized computation offloading with coopera- tive uavs: Multi-agent deep reinforcement learning perspective.IEEE Wireless Communications, 29(4):24–31, 2022.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Decentralized computation offloading with coopera- tive uavs: Multi-agent deep reinforcement learning perspective.IEEE Wireless Communications, 29(4):24–31, 2022

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Observation 6993fac9-6c2d-49ba-b83f-953a9bbc4c29 · outbound

This paper cites Comparative features of unmanned aerial vehicle (uav) for border protection of libya: A review.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Comparative features of unmanned aerial vehicle (uav) for border protection of libya: A review

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source=pdf_text observed=2026-08-07T05:47:57.083396Z digest=sha256:09d00a05c40bddc2310b096c015224549ef303ad1988c28ad3da3224baa8c4ee

Observation 4fd11e7e-42cd-4029-abf1-2a05544de799 · outbound

This paper cites Drone detection sensor with continuous 2.4 ghz ism band coverage based on cost-effective sdr platform.IEEE Access, 9:114574–114586, 2021.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Drone detection sensor with continuous 2.4 ghz ism band coverage based on cost-effective sdr platform.IEEE Access, 9:114574–114586, 2021

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source=pdf_text observed=2026-08-07T05:47:57.086547Z digest=sha256:51183fa08a3a1ddbcaf9197ebe4d07e62454489cc36d3138f075923df83ea59c

Observation b86bc4ea-3ea4-4e3e-93d7-878c6931486b · outbound

This paper cites Exploring the unseen: A survey of multi-sensor fusion and the role of explainable ai (xai) in autonomous vehicles.Sensors (Basel, Switzerland), 25(3):856, 2025.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Exploring the unseen: A survey of multi-sensor fusion and the role of explainable ai (xai) in autonomous vehicles.Sensors (Basel, Switzerland), 25(3):856, 2025

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source=pdf_text observed=2026-08-07T05:47:57.089637Z digest=sha256:82a2dd4c2d30775e45ec06057853bd0449914db49956a662cf41e75ab28d07a3

Observation e0a4ca56-63d1-4a3f-a74a-10e2996d3f2e · outbound

This paper cites Uav photogrammetry of forests as a vulnerable process.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Uav photogrammetry of forests as a vulnerable process

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source=pdf_text observed=2026-08-07T05:47:57.093345Z digest=sha256:e8ede1e26cc904193b0b6f173b855a0c3398982192109ed3a159231c0587fd94

Observation 4acf6a38-abf1-4d7a-9403-40eea11bc746 · outbound

This paper cites Detection of tomatoes using spectral-spatial methods in remotely sensed rgb images captured by uav.Biosystems engineering, 146:16–32, 2016.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Detection of tomatoes using spectral-spatial methods in remotely sensed rgb images captured by uav.Biosystems engineering, 146:16–32, 2016

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source=pdf_text observed=2026-08-07T05:47:57.096471Z digest=sha256:415bc17df4ddad8739fd9a112b9e309e1cfd1b2067cf214e408ecd6ea0768dd7

Observation 196dd079-0e91-4d40-8740-046ea70cceb4 · outbound

This paper cites Using 3d point clouds derived from uav rgb imagery to describe vineyard 3d macro-structure.Remote Sensing, 9(2):111, 2017.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Using 3d point clouds derived from uav rgb imagery to describe vineyard 3d macro-structure.Remote Sensing, 9(2):111, 2017

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source=pdf_text observed=2026-08-07T05:47:57.099674Z digest=sha256:f7c0e6536a319d65b8ae39fa38cbf0eaa8c36f36d75cf5b6d8d5e4db2725571a

Observation f00f10cf-32f8-49f9-9bf9-ed50e58d157d · outbound

This paper cites Crop canopy volume weighted by color parameters from uav-based rgb imagery to estimate above-ground biomass of potatoes.Computers and Electronics in Agriculture, 227:109678, 2024.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Crop canopy volume weighted by color parameters from uav-based rgb imagery to estimate above-ground biomass of potatoes.Computers and Electronics in Agriculture, 227:109678, 2024

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source=pdf_text observed=2026-08-07T05:47:57.102646Z digest=sha256:9396bf8023ae16d69c0052706dee2db9530310d658407da7fae8e9c18805ae36

Observation e254a07d-5ac9-40e8-8b7b-886ff7f54e9e · outbound

This paper cites Segmenting vegetation from uav images via spectral reconstruction in complex field environments.Plant Phenomics, 7(1):100021, 2025.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Segmenting vegetation from uav images via spectral reconstruction in complex field environments.Plant Phenomics, 7(1):100021, 2025

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Observation 2d46b67a-e509-42b6-8196-e5df4a30346c · outbound

This paper cites Mapping maize water stress based on uav multispectral remote sensing.Remote Sensing, 11(6):605, 2019.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Mapping maize water stress based on uav multispectral remote sensing.Remote Sensing, 11(6):605, 2019

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source=pdf_text observed=2026-08-07T05:47:57.108932Z digest=sha256:265fdf9fe30268329ba395693929bfdb2314733bf1d773945c89b0f1e14f8877

Observation cd7e2d0c-3945-473c-b87f-f86ae92e6c3e · outbound

This paper cites an unresolved cited work.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Unresolved cited work

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source=pdf_text observed=2026-08-07T05:47:57.112272Z digest=sha256:6e000728167f175d170e498f99ab64a783ec733b0bc8aaf28c9038287d315c82

Observation fca706ea-244a-4256-afb7-2345f9bccb77 · outbound

This paper cites A review on the use of unmanned aerial vehicles and imaging sensors for monitoring and assessing plant stresses.Drones, 3(2):40, 2019.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs A review on the use of unmanned aerial vehicles and imaging sensors for monitoring and assessing plant stresses.Drones, 3(2):40, 2019

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source=pdf_text observed=2026-08-07T05:47:57.115468Z digest=sha256:c73936e2a4865974891994eb33b22e68df0bd31608771f767944a3118da4f92e

Observation d50c3415-39d4-44d3-9594-3adff63005f1 · outbound

This paper cites Uav multispectral imagery can complement satellite data for monitoring forest health.Remote Sensing, 10(8):1216, 2018.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Uav multispectral imagery can complement satellite data for monitoring forest health.Remote Sensing, 10(8):1216, 2018

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source=pdf_text observed=2026-08-07T05:47:57.118764Z digest=sha256:7cb984a985a53108298f9249f3ed1169ead582e27e5055b65a7a096d89484e8a

Observation ad855ac8-0477-46b5-a074-44c8eb50190e · outbound

This paper cites Water stress estimation in vineyards from aerial swir and multispectral uav data.Remote Sensing, 12(15):2499, 2020.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Water stress estimation in vineyards from aerial swir and multispectral uav data.Remote Sensing, 12(15):2499, 2020

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source=pdf_text observed=2026-08-07T05:47:57.122121Z digest=sha256:985efa71f4454c03d805704a694e35c4faf33ba2bb645fdbb09103364da103c0

Observation 51edd1cf-9fc6-4070-a253-0298bb59b637 · outbound

This paper cites Development of lidar-based uav system for environment reconstruction.IEEE Geoscience and Remote Sensing Letters, 14(10):1790–1794, 2017.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Development of lidar-based uav system for environment reconstruction.IEEE Geoscience and Remote Sensing Letters, 14(10):1790–1794, 2017

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Observation 835850e5-776a-43fa-8a24-43d92ddded5e · outbound

This paper cites an unresolved cited work.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Unresolved cited work

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source=pdf_text observed=2026-08-07T05:47:57.128516Z digest=sha256:058e8259fcddb530132c97819fb856899ef12bf220d92eb9cb2ff161a4fa249e

Observation 1990951f-398d-4ba9-96eb-69c51dc8970a · outbound

This paper cites A review on viewpoints and path planning for uav-based 3-d reconstruction.IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 16:5026–5048, 2023.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs A review on viewpoints and path planning for uav-based 3-d reconstruction.IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 16:5026–5048, 2023

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Observation 22f781f7-5dd2-4505-bff7-6a8bf02fff87 · outbound

This paper cites an unresolved cited work.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Unresolved cited work

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source=pdf_text observed=2026-08-07T05:47:57.135207Z digest=sha256:a4b9acc15b04da55520d61d6b52bad97bf8f9b17763316ea143a0d58ba8302bc

Observation e5fb3bfc-b2db-49da-8e08-a3a1cd375308 · outbound

This paper cites Uav thermal imaging for unexploded ordnance detection by using deep learning.Remote Sensing, 15(4):967, 2023.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Uav thermal imaging for unexploded ordnance detection by using deep learning.Remote Sensing, 15(4):967, 2023

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source=pdf_text observed=2026-08-07T05:47:57.138441Z digest=sha256:0d1403abad6350f6b6d80b07c85627989bb206bfdc35668e45c059c54c195975

Observation dd633a36-3faf-4e73-a790-36c40ba8e1a3 · outbound

This paper cites Solar photovoltaic hotspot inspection using unmanned aerial vehicle thermal images at a solar field in south india.Remote Sensing, 15(7):1914, 2023.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Solar photovoltaic hotspot inspection using unmanned aerial vehicle thermal images at a solar field in south india.Remote Sensing, 15(7):1914, 2023

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source=pdf_text observed=2026-08-07T05:47:57.141659Z digest=sha256:5be2e45054ceacb0d39727bbefeb99b71f50d67d073abaa3e6519ae52cf28e81

Observation 27686685-2cd4-4816-8459-a44c37618193 · outbound

This paper cites A uav-based thermal-imaging approach for the monitoring of urban landfills.Inventions, 5(4):55, 2020.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs A uav-based thermal-imaging approach for the monitoring of urban landfills.Inventions, 5(4):55, 2020

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Observation af073291-befe-4e42-aa7f-8017f1b10f70 · outbound

This paper cites Livestock management with unmanned aerial vehicles: A review.IEEE Access, 10:45001–45028, 2022.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Livestock management with unmanned aerial vehicles: A review.IEEE Access, 10:45001–45028, 2022

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Observation 996c680b-10f0-4597-969c-8645efef7263 · outbound

This paper cites Mask r-cnn and centroid tracking algorithm to process uav based thermal-rgb video for drylot cattle heat stress monitoring.Drones, 8(9):491, 2024.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Mask r-cnn and centroid tracking algorithm to process uav based thermal-rgb video for drylot cattle heat stress monitoring.Drones, 8(9):491, 2024

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source=pdf_text observed=2026-08-07T05:47:57.151574Z digest=sha256:1649de04bcc1ae6c51a117a31423472fb682eb522e44933fae7b2c34a623a2e3

Observation 738f5215-db25-4417-9593-758c78faff92 · outbound

This paper cites Illumination-aware image fusion for around-the-clock human detection in adverse environments from unmanned aerial vehicle.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Illumination-aware image fusion for around-the-clock human detection in adverse environments from unmanned aerial vehicle

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Observation e2ef5bd0-ab04-4739-a941-841156f6a518 · outbound

This paper cites Robust-fusionnet: Deep multimodal sensor fusion for 3-d object detection under severe weather conditions.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Robust-fusionnet: Deep multimodal sensor fusion for 3-d object detection under severe weather conditions

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Observation c103d727-0fa5-4c10-9e35-ebf263c05bcc · outbound

This paper cites Multi-sensor data fusion for autonomous flight of unmanned aerial vehicles in complex flight environments.Drone Systems and Applications, 12:1–12, 2024.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Multi-sensor data fusion for autonomous flight of unmanned aerial vehicles in complex flight environments.Drone Systems and Applications, 12:1–12, 2024

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Observation 62d62239-f690-4c9b-bcc4-d89944fd8f8c · outbound

This paper cites Visual instruction tuning.Advances in neural information processing systems, 36:34892–34916, 2023.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Visual instruction tuning.Advances in neural information processing systems, 36:34892–34916, 2023

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Observation 435bb29b-8810-47d4-a9e8-c760948965db · outbound

This paper cites OpenFlamingo: An Open-Source Framework for Training Large Autoregressive Vision-Language Models.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs OpenFlamingo: An Open-Source Framework for Training Large Autoregressive Vision-Language Models

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Observation 5150a56a-36a6-4916-bf6e-8fc22fc3cc25 · outbound

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UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Large language models for uavs: Current state and pathways to the future.IEEE Open Journal of Vehicular Technology, 2024

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source=pdf_text observed=2026-08-07T05:47:57.171294Z digest=sha256:398544c4e0a299bdc18882229a5449d6bf8a55d9952d4b6c790af17ab9d9b73a

Observation ba2616d5-aae2-4bb0-a2e6-e91387550af6 · outbound

This paper cites Bedi: A comprehensive benchmark for evaluating embodied agents on uavs.arXiv preprint arXiv:2505.18229, 2025.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Bedi: A comprehensive benchmark for evaluating embodied agents on uavs.arXiv preprint arXiv:2505.18229, 2025

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source=pdf_text observed=2026-08-07T05:47:57.174521Z digest=sha256:10aaeaa018d46b7d02d7c127b279c841b6c3e02fba29e2923761e8f17a87ba7e

Observation bcc460fb-600e-47d4-886e-6649e21565ab · outbound

This paper cites Cooperative motion planning and control for aerial-ground autonomous systems: Methods and applications.Progress in Aerospace Sciences, 146:101005, 2024.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Cooperative motion planning and control for aerial-ground autonomous systems: Methods and applications.Progress in Aerospace Sciences, 146:101005, 2024

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source=pdf_text observed=2026-08-07T05:47:57.177617Z digest=sha256:81d5f421ac8d3a03265e6e53b0b45c8723fa9f22cf81e7d701b0c68a8ece98e5

Pith citing papers

Observation c97467f1-0f30-448d-b796-e2771cd74194 · inbound

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions cites this paper.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs

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source=pdf_text observed=2026-08-05T16:20:59.112250Z digest=sha256:b455c17748ce5c431b37a48a79eeffed2fca0fc87707d92a002db09c565be94f

Observation a35f89c2-1d23-478e-bac1-bf1112bbbe57 · inbound

Low-Altitude Wireless Networks: A Comprehensive Survey cites this paper.

Low-Altitude Wireless Networks: A Comprehensive Survey UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs

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verified exact
arxiv_id, observed 2026-05-18T17:06:39.690336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-18T17:06:14.564921Z digest=sha256:efd3c76f3d7799dfc835fd466bf5612e8ad08cdecfe44b4f0db9b734622bbbeb

Observation 4f8163f0-f7f1-4b15-b742-8a0182d1cec7 · inbound

A Universal Large Language Model -- Drone Command and Control Interface cites this paper.

A Universal Large Language Model -- Drone Command and Control Interface UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs

Reference 23

Resolution
verified exact
arxiv_id, observed 2026-05-16T11:47:49.428654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-16T11:43:59.667539Z digest=sha256:a236a92f3050999b347827726f3960ef36160b306bb8641e6b8bb0b592333239

Observation c6ffa8eb-fe88-47b5-9bea-9f4ecf24e421 · inbound

Vision-and-Language Navigation for UAVs: Progress, Challenges, and a Research Roadmap cites this paper.

Vision-and-Language Navigation for UAVs: Progress, Challenges, and a Research Roadmap UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-05-10T14:10:29.637720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-10T13:48:08.135538Z digest=sha256:7e995f269f19daf8a972e9ce9eb210536fb6ee2ad68364bb0e362041c3683986

Observation a7dc9927-617b-4204-b0a8-5cba65b0a934 · inbound

ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue cites this paper.

ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs

Reference 43

Resolution
malformed identifier
arxiv_id, observed 2026-05-11T16:51:07.734477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:3841d7eee14927a0d31e55df01fb9f95ed9982d63434991f913fa2fdcf81035e

Observation 7829f2fb-1aa3-4e4c-94ae-a3e577d99fd9 · inbound

PEACE: A Planner-Executor Agent with Constraint Enforcement for UAVs cites this paper.

PEACE: A Planner-Executor Agent with Constraint Enforcement for UAVs UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs

Reference 2

Resolution
verified exact
arxiv_id, observed 2026-06-29T16:53:40.415593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-06-29T16:53:17.504094Z digest=sha256:9fd17bd767c0ab73f946f87088d16c3fdcaa8b91f4af4b3f7fe6513ff8b806fa

Observation 88f5072d-32e6-44d2-a4fe-d62c652e5728 · inbound

LLM-Centric Agentic AI for UAV Swarms: Architecture, Enabling Technologies, and Open Problems cites this paper.

LLM-Centric Agentic AI for UAV Swarms: Architecture, Enabling Technologies, and Open Problems UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs

Reference 5

Resolution
unresolved
no resolver link, observed 2026-07-14T16:23:38.991982Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T16:23:38.991982Z digest=sha256:71929d49f5e704a14a0ec0751ed75b1982115bbc55000b26e0c02fb556f8bf6f

Observation b33a1e79-4a3f-4390-be93-f8d2d6e2998c · inbound

DAPM: UAV Monocular Depth Estimation from Any Height, Pitch, Roll and FOV cites this paper.

DAPM: UAV Monocular Depth Estimation from Any Height, Pitch, Roll and FOV UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-01T07:32:49.522857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T07:32:49.522857Z digest=sha256:c69f69442dc72e8702df32c5ce9ad6d0ee4510bb9c73790638bedec2f4828e4e

Observation ac14d0c8-27be-400c-83f8-d4d5d1708849 · inbound

Toward Intelligent Skies: Signal Processing and AI Foundations of Low-Altitude Wireless Networks cites this paper.

Toward Intelligent Skies: Signal Processing and AI Foundations of Low-Altitude Wireless Networks UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-12T00:18:28.857981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T00:18:28.857981Z digest=sha256:5a21c287a341558015a1097121cf2a397686df76936c22f4b623c5f832f4c21d