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Paper Citation Record · LEDGER

5G ISAC-Based UAV Detection and 3-D Tracking Using Uplink Sounding Reference Signals on an End-to-End O-RAN Simulation Testbed

As of 18 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 1 inbound Pith citation observation for arXiv:2608.05826.

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

pith.paper-citation-record.v1
2608.05826 v1

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T22:51:44.543697Z

measured 43 of 43 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T17:28:44.240668Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-12T17:28:45.052058Z

Reference resolution

42 of 42 outbound references displayed

  • verified exact3
  • verified fuzzy32
  • unresolved7
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ac2bfb10-69b0-4254-81bf-708f585cfabc · outbound

This paper cites Feasibility Study on Integrated Sensing and Communication,.

5G ISAC-Based UAV Detection and 3-D Tracking Using Uplink Sounding Reference Signals on an End-to-End O-RAN Simulation Testbed Feasibility Study on Integrated Sensing and Communication,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T22:51:45.219603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T22:51:44.389574Z digest=sha256:ef95595e44fdc2e35a97680c740418740de41f2498620f68980affd1615d3900

Observation 82e3c442-381c-4c1d-855e-fdb089bf1be5 · outbound

This paper cites Study on Channel Model for NR Integrated Sensing and Commu- nication,.

5G ISAC-Based UAV Detection and 3-D Tracking Using Uplink Sounding Reference Signals on an End-to-End O-RAN Simulation Testbed Study on Channel Model for NR Integrated Sensing and Commu- nication,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T22:51:45.207215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T22:51:44.394113Z digest=sha256:5e25c2f0937595f5ec083ffc8b79810ee1069f71d06529ba7ee199dd7ad2768d

Observation 771651b0-97c3-4a5c-9c9a-bb05481641d1 · outbound

This paper cites O-RAN Architecture Description,.

5G ISAC-Based UAV Detection and 3-D Tracking Using Uplink Sounding Reference Signals on an End-to-End O-RAN Simulation Testbed O-RAN Architecture Description,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T22:51:45.195091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T22:51:44.397902Z digest=sha256:8f8e27fdaa958f9529cb12411ab0af2b59ba5e02980acafac7ae54cb505a138a

Observation 588e22d4-0f60-4f23-806d-1819baba7bcc · outbound

This paper cites O-RAN E2 Application Protocol (E2AP),.

5G ISAC-Based UAV Detection and 3-D Tracking Using Uplink Sounding Reference Signals on an End-to-End O-RAN Simulation Testbed O-RAN E2 Application Protocol (E2AP),

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T22:51:45.182904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T22:51:44.401694Z digest=sha256:b131e55f12a6c7fa8aa76dd1ac7cf58d0592dc92500ad66a0e3b0f760f699287

Observation f83ee02c-10d7-446e-b691-ee2eabe2a93e · outbound

This paper cites Joint Radar and Communication Design: Applications, State-of-the-Art, and the Road Ahead,.

5G ISAC-Based UAV Detection and 3-D Tracking Using Uplink Sounding Reference Signals on an End-to-End O-RAN Simulation Testbed Joint Radar and Communication Design: Applications, State-of-the-Art, and the Road Ahead,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T22:51:45.170946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T22:51:44.405765Z digest=sha256:d0f9f64bee1ea94c7f99d49cc855735166c7218a01a146214af71fffa7680682

Observation 82f3fffc-e84f-4f22-88f5-062b8439d63b · outbound

This paper cites Integrated Sensing and Communications: Towards Dual-Functional Radar-Communication Systems,.

5G ISAC-Based UAV Detection and 3-D Tracking Using Uplink Sounding Reference Signals on an End-to-End O-RAN Simulation Testbed Integrated Sensing and Communications: Towards Dual-Functional Radar-Communication Systems,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T22:51:45.158524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T22:51:44.409669Z digest=sha256:eb475207698eb6cef19ca404ee08a2b68eff088b983e90c6f23974294821203a

Observation 36c246c5-e6d0-4ef1-9b07-58f497d45e5f · outbound

This paper cites Open Wireless Digital Twin: End-to-End 5G Mobility Emulation With OpenAirInterface and Ray Tracing,.

5G ISAC-Based UAV Detection and 3-D Tracking Using Uplink Sounding Reference Signals on an End-to-End O-RAN Simulation Testbed Open Wireless Digital Twin: End-to-End 5G Mobility Emulation With OpenAirInterface and Ray Tracing,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T22:51:45.145881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T22:51:44.413776Z digest=sha256:1b6c9e5c95e9e4ebd315378b7b2bcb16744eb31c4de6fad7c6aaaa0e0060a792

Observation 780ed192-5019-4cca-aeca-cf4f1e6c69f1 · outbound

This paper cites Colosseum: The Open RAN Digital Twin.

5G ISAC-Based UAV Detection and 3-D Tracking Using Uplink Sounding Reference Signals on an End-to-End O-RAN Simulation Testbed Colosseum: The Open RAN Digital Twin

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-07T22:51:44.417375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T22:51:44.417375Z digest=sha256:521c639a924f8cfd661fe2ba1a505780f19485915ff1ed95d88711c1311e38e4

Observation 4d3542fe-9678-4b87-abd8-de5a60ed8467 · outbound

This paper cites Boston Twin: The Boston Digital Twin for Ray-Tracing in 6G Networks,.

5G ISAC-Based UAV Detection and 3-D Tracking Using Uplink Sounding Reference Signals on an End-to-End O-RAN Simulation Testbed Boston Twin: The Boston Digital Twin for Ray-Tracing in 6G Networks,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T22:51:45.133888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T22:51:44.421526Z digest=sha256:f4dbe2d9a21262441d2e0e51e9912163586608def1d617ae1323ab6d61bcbb1e

Observation 343a9cca-5d3c-46d0-8795-3ceea7f664e5 · outbound

This paper cites An Open, Programmable, Multi-Vendor 5G O-RAN Testbed with NVIDIA ARC and OpenAirInterface,.

5G ISAC-Based UAV Detection and 3-D Tracking Using Uplink Sounding Reference Signals on an End-to-End O-RAN Simulation Testbed An Open, Programmable, Multi-Vendor 5G O-RAN Testbed with NVIDIA ARC and OpenAirInterface,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T22:51:45.121710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T22:51:44.425144Z digest=sha256:d8bc7a76127066a54ad960319228dda20634d807a2fc40d71ba1709c818f2b0f

Observation 69a82a50-6c84-4d1b-8547-ca7336ab7bc1 · outbound

This paper cites Sionna Research Kit: A GPU-Accelerated Research Platform for AI-RAN.

5G ISAC-Based UAV Detection and 3-D Tracking Using Uplink Sounding Reference Signals on an End-to-End O-RAN Simulation Testbed Sionna Research Kit: A GPU-Accelerated Research Platform for AI-RAN

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-07T22:51:44.428872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T22:51:44.428872Z digest=sha256:e028f302e5352af858c675762a6b2eae2908a8576a7a522c6484aa3356f6c8dd

Observation b7e294ff-4a2a-487c-aa6b-2db12afb42eb · outbound

This paper cites CellSense: A Sub-6 GHz Cellular ISAC System for Clutter-Robust Passive Sensing.

5G ISAC-Based UAV Detection and 3-D Tracking Using Uplink Sounding Reference Signals on an End-to-End O-RAN Simulation Testbed CellSense: A Sub-6 GHz Cellular ISAC System for Clutter-Robust Passive Sensing

Reference 12

Resolution
verified exact
local_arxiv, observed 2026-08-07T22:51:44.766161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T22:51:44.432859Z digest=sha256:2d09f1d12ddc807217ce3257c04984c8acce2af92d1feca90e5a80db23fe176a

Observation d8749cb7-3c0c-46a4-b468-823611930a2e · outbound

This paper cites Frequency Comb OFDM Radar System with High Range and Velocity Resolution,.

5G ISAC-Based UAV Detection and 3-D Tracking Using Uplink Sounding Reference Signals on an End-to-End O-RAN Simulation Testbed Frequency Comb OFDM Radar System with High Range and Velocity Resolution,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T22:51:45.108629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T22:51:44.436880Z digest=sha256:0334feb7a82b4092d655aeb92f8b8a26c1a1ea521effe410656fc8e95589686f

Observation ab7ef777-272b-4095-900e-adfb5aaa58e0 · outbound

This paper cites Two-Dimensional Location of Moving Targets within Local Woods Using DVB-T Based Passive Radar,.

5G ISAC-Based UAV Detection and 3-D Tracking Using Uplink Sounding Reference Signals on an End-to-End O-RAN Simulation Testbed Two-Dimensional Location of Moving Targets within Local Woods Using DVB-T Based Passive Radar,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T22:51:45.095016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T22:51:44.440570Z digest=sha256:4fb6518a5ad340f2099ebd7c491e2c27aa901fbd19b330b6a6cc51a6a1c27810

Observation 19098e88-a46c-4e96-a26c-09bf5ea4cc0c · outbound

This paper cites Micro-Doppler Signature Extraction and Analysis of Drone Using LTE Signals,.

5G ISAC-Based UAV Detection and 3-D Tracking Using Uplink Sounding Reference Signals on an End-to-End O-RAN Simulation Testbed Micro-Doppler Signature Extraction and Analysis of Drone Using LTE Signals,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T22:51:45.082317Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T22:51:44.444387Z digest=sha256:82c88be989fc45397f9d3f2185adfb7d519d8c945a1953098537ec9bc2fd50dd

Observation c1440730-d48a-4f10-bf7a-e466f7528143 · outbound

This paper cites Enabling Joint Communication and Radar Sensing in Mobile Networks – A Survey,.

5G ISAC-Based UAV Detection and 3-D Tracking Using Uplink Sounding Reference Signals on an End-to-End O-RAN Simulation Testbed Enabling Joint Communication and Radar Sensing in Mobile Networks – A Survey,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T22:51:45.070054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T22:51:44.447965Z digest=sha256:28bf3cb064f65c16fa7456d9d84cb68bcd94ad20ea5ba1ebdb3f369680e0b062

Observation acdf4d4c-f43f-401b-9bb3-9745d7f8aae5 · outbound

This paper cites Integrated Sensing and Communication-Enabled Predictive Beamforming with Deep Learning in Vehicular Networks,.

5G ISAC-Based UAV Detection and 3-D Tracking Using Uplink Sounding Reference Signals on an End-to-End O-RAN Simulation Testbed Integrated Sensing and Communication-Enabled Predictive Beamforming with Deep Learning in Vehicular Networks,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T22:51:45.057847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T22:51:44.451589Z digest=sha256:7362ac9c5ece36e54f6d75ff5f6ee6e4fb877019909ef7c1b4e196ced7739efc

Observation fe8279e4-60d6-4a84-a5be-30168cf8c516 · outbound

This paper cites MU-MIMO Commu- nications with MIMO Radar: From Co-Existence to Joint Transmission,.

5G ISAC-Based UAV Detection and 3-D Tracking Using Uplink Sounding Reference Signals on an End-to-End O-RAN Simulation Testbed MU-MIMO Commu- nications with MIMO Radar: From Co-Existence to Joint Transmission,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T22:51:45.045354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T22:51:44.455313Z digest=sha256:9e42151bbab3a863092c71d147a488ae2b72b7224b4331105a1302bafc0efebf

Observation 02ba367d-b075-4da3-9574-2f70c509fe2c · outbound

This paper cites Waveform Design and Signal Processing Aspects for Fusion of Wireless Communications and Radar Sensing,.

5G ISAC-Based UAV Detection and 3-D Tracking Using Uplink Sounding Reference Signals on an End-to-End O-RAN Simulation Testbed Waveform Design and Signal Processing Aspects for Fusion of Wireless Communications and Radar Sensing,

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-07T22:51:44.458985Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T22:51:44.458985Z digest=sha256:3e9e5777df848a9664985215914298fd4f057343005a25a74791563b75a0f7c6

Observation d6830c66-e18b-4ea3-b265-05a8888ce66e · outbound

This paper cites Maximum Likelihood Speed and Distance Estimation for OFDM Radar,.

5G ISAC-Based UAV Detection and 3-D Tracking Using Uplink Sounding Reference Signals on an End-to-End O-RAN Simulation Testbed Maximum Likelihood Speed and Distance Estimation for OFDM Radar,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T22:51:45.025311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T22:51:44.462678Z digest=sha256:592bff67b430ad8b697b969360142552f96317a271a2801da6acba6cbff20bca

Observation 58a086ac-13d8-4cdc-9a1a-588810825d6e · outbound

This paper cites A Survey of Air-to-Ground Propagation Channel Modeling for Unmanned Aerial Vehicles,.

5G ISAC-Based UAV Detection and 3-D Tracking Using Uplink Sounding Reference Signals on an End-to-End O-RAN Simulation Testbed A Survey of Air-to-Ground Propagation Channel Modeling for Unmanned Aerial Vehicles,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T22:51:45.013366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T22:51:44.466484Z digest=sha256:165dc5dc529622c571a2ac358b5748272c4019f3b8d0ffebfe32b323b7c651bf

Observation 5ee03b5e-a303-4a5a-8ab8-063e17146b44 · outbound

This paper cites Millimeter Wave Micro-Doppler Measurements of Small UA Vs,.

5G ISAC-Based UAV Detection and 3-D Tracking Using Uplink Sounding Reference Signals on an End-to-End O-RAN Simulation Testbed Millimeter Wave Micro-Doppler Measurements of Small UA Vs,

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T22:51:45.001344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T22:51:44.470006Z digest=sha256:cd7ff06c0b06f2728f3431dea02db7bf6a83928ba2bb637707060002e61a59ff

Observation 0a9be078-f183-4e62-b37c-6e93519313b2 · outbound

This paper cites Micro-Doppler Effect in Radar: Phenomenon, Model and Simulation Study,.

5G ISAC-Based UAV Detection and 3-D Tracking Using Uplink Sounding Reference Signals on an End-to-End O-RAN Simulation Testbed Micro-Doppler Effect in Radar: Phenomenon, Model and Simulation Study,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T22:51:44.989153Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T22:51:44.473616Z digest=sha256:67fb1762e32fd0bf44eaf87613931cc466371291ac59f1348be4d0a4abd30d39

Observation 2da3c4b6-ec9f-422b-94a7-35cacccb917e · outbound

This paper cites OpenAirInterface: An Open-Source Software Radio Platform for 5G Research,.

5G ISAC-Based UAV Detection and 3-D Tracking Using Uplink Sounding Reference Signals on an End-to-End O-RAN Simulation Testbed OpenAirInterface: An Open-Source Software Radio Platform for 5G Research,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T22:51:44.977247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T22:51:44.477363Z digest=sha256:621ccd53491219b4db18c332bfdb9313acda59b564a8c1a2b0427349b8b1212a

Observation 94865bb0-b989-4355-9e0a-4805ac9f1bb0 · outbound

This paper cites FlexRIC: An SDK for Next-Generation Disaggregated and Programmable RANs,.

5G ISAC-Based UAV Detection and 3-D Tracking Using Uplink Sounding Reference Signals on an End-to-End O-RAN Simulation Testbed FlexRIC: An SDK for Next-Generation Disaggregated and Programmable RANs,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T22:51:44.965340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T22:51:44.480873Z digest=sha256:376dece2d07beab84a62d7f40611cbb9c9b413a00c3307d656824e5bf68a4d2f

Observation 51aba793-222b-423c-8a4d-8aab0dc9ede0 · outbound

This paper cites ColO- RAN: Developing Machine Learning-Based xApps for Open RAN Closed-Loop Control on Programmable Experimental Platforms,.

5G ISAC-Based UAV Detection and 3-D Tracking Using Uplink Sounding Reference Signals on an End-to-End O-RAN Simulation Testbed ColO- RAN: Developing Machine Learning-Based xApps for Open RAN Closed-Loop Control on Programmable Experimental Platforms,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T22:51:44.952747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T22:51:44.484583Z digest=sha256:6045e40831dcc79ac04f76a1baa086e9044acb721a48c4d4c6d9643fffcedadd

Observation 0cf381b6-0637-47ca-b551-3a3832d1dbba · outbound

This paper cites Understanding O-RAN: Architecture, Interfaces, Algorithms, Security, and Research Challenges,.

5G ISAC-Based UAV Detection and 3-D Tracking Using Uplink Sounding Reference Signals on an End-to-End O-RAN Simulation Testbed Understanding O-RAN: Architecture, Interfaces, Algorithms, Security, and Research Challenges,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T22:51:44.939281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T22:51:44.488204Z digest=sha256:21c48c4a35a64bfdd161cdf42cae7151ed0842eda5d5d0aeac7b62b0c11d1614

Observation fe110d14-5cba-41a4-9578-6969a0cca5ae · outbound

This paper cites In- telligence and Learning in O-RAN for Data-Driven NextG Cellular Networks,.

5G ISAC-Based UAV Detection and 3-D Tracking Using Uplink Sounding Reference Signals on an End-to-End O-RAN Simulation Testbed In- telligence and Learning in O-RAN for Data-Driven NextG Cellular Networks,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T22:51:44.926987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T22:51:44.491902Z digest=sha256:3893113dfe56d980d0043be81d63741ab5f7cd56ad00b324b7f2a098faed287f

Observation 7ad84994-7002-41bf-a568-a406f7519c11 · outbound

This paper cites DeepMIMO: A Generic Deep Learning Dataset for Millimeter Wave and Massive MIMO Applications,.

5G ISAC-Based UAV Detection and 3-D Tracking Using Uplink Sounding Reference Signals on an End-to-End O-RAN Simulation Testbed DeepMIMO: A Generic Deep Learning Dataset for Millimeter Wave and Massive MIMO Applications,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T22:51:44.914531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T22:51:44.495587Z digest=sha256:5d7ccf4c068c70272fcd212fc6f97456331a9a1dffab13f74f6be1001a02b79e

Observation 84a7d8b5-b395-4cd3-92be-495edb770b1c · outbound

This paper cites Sionna: An Open-Source Library for Next-Generation Physical Layer Research.

5G ISAC-Based UAV Detection and 3-D Tracking Using Uplink Sounding Reference Signals on an End-to-End O-RAN Simulation Testbed Sionna: An Open-Source Library for Next-Generation Physical Layer Research

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-07T22:51:44.499329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T22:51:44.499329Z digest=sha256:38c0a31484eaf7f2f6e7bdc48a0ccf555b73ecd6f9478c571a3306b13764be6d

Observation 8e96391b-795a-4218-9618-f556435d1f91 · outbound

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

5G ISAC-Based UAV Detection and 3-D Tracking Using Uplink Sounding Reference Signals on an End-to-End O-RAN Simulation Testbed Sionna RT: Differentiable Ray Tracing for Radio Propagation Modeling

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-07T22:51:44.503295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T22:51:44.503295Z digest=sha256:a1e03437829c88da325fee3bca605c3f071071e45dc7ad340f60a56165fbd5b8

Observation 5c59fb4f-f2a0-4736-a59b-794d845a1d85 · outbound

This paper cites Digital Twin of Wireless Systems: Overview, Taxonomy, Challenges, and Opportunities,.

5G ISAC-Based UAV Detection and 3-D Tracking Using Uplink Sounding Reference Signals on an End-to-End O-RAN Simulation Testbed Digital Twin of Wireless Systems: Overview, Taxonomy, Challenges, and Opportunities,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T22:51:44.901859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T22:51:44.507205Z digest=sha256:560c5c7efd2d56cb3514412ba533e0a8f621849c0064734c428312e4bde574b0

Observation c9d93197-b162-4fa2-b9c8-815eb90bf110 · outbound

This paper cites dApps: Distributed Applications for Real-time Inference and Control in O-RAN.

5G ISAC-Based UAV Detection and 3-D Tracking Using Uplink Sounding Reference Signals on an End-to-End O-RAN Simulation Testbed dApps: Distributed Applications for Real-time Inference and Control in O-RAN

Reference 33

Resolution
verified exact
local_arxiv, observed 2026-08-07T22:51:44.722740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T22:51:44.510809Z digest=sha256:968f548be69118c458244c9bc24a58f27e09362b9fbedb4c252c12270abb833a

Observation b0c72826-6dd9-4c1c-964e-68f80932230d · outbound

This paper cites Toward native ISAC support in O-RAN architectures for 6G,.

5G ISAC-Based UAV Detection and 3-D Tracking Using Uplink Sounding Reference Signals on an End-to-End O-RAN Simulation Testbed Toward native ISAC support in O-RAN architectures for 6G,

Reference 34

Resolution
verified exact
raw_fallback, observed 2026-08-07T22:51:44.704035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T22:51:44.514769Z digest=sha256:caf5720bf0f8862ae0d77cc16ffe4188e7da06deab92b0915e9811de2ee8109f

Observation a7eed356-516b-4632-986b-59331dd886e8 · outbound

This paper cites NR; Physical Channels and Modulation,.

5G ISAC-Based UAV Detection and 3-D Tracking Using Uplink Sounding Reference Signals on an End-to-End O-RAN Simulation Testbed NR; Physical Channels and Modulation,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T22:51:44.888641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T22:51:44.518596Z digest=sha256:89b4bf2afdd0cbad9c205107f77a43f71280239e53078424ac60dc26dfff5273

Observation 6abd618b-26f9-4b5b-8740-c54fc5b06e1f · outbound

This paper cites an unresolved cited work.

5G ISAC-Based UAV Detection and 3-D Tracking Using Uplink Sounding Reference Signals on an End-to-End O-RAN Simulation Testbed Unresolved cited work

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-07T22:51:44.522112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T22:51:44.522112Z digest=sha256:fad7c04196c58b5554fcbdbda0d26eac4f571d9a23ce98b42bd3bbd1874f501d

Observation d44ddfd5-5e60-4252-9454-6ed52b63bb0c · outbound

This paper cites an unresolved cited work.

5G ISAC-Based UAV Detection and 3-D Tracking Using Uplink Sounding Reference Signals on an End-to-End O-RAN Simulation Testbed Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-07T22:51:44.868117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T22:51:44.525853Z digest=sha256:203fbfe5598d1b47d6384efe36f27fb33dc18dbdf639aad9e4830ab93ee0e16b

Observation 13366b90-e2fb-42d6-ac28-62ce364194c3 · outbound

This paper cites Radar CFAR thresholding in clutter and multiple target situations,.

5G ISAC-Based UAV Detection and 3-D Tracking Using Uplink Sounding Reference Signals on an End-to-End O-RAN Simulation Testbed Radar CFAR thresholding in clutter and multiple target situations,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T22:51:44.854489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T22:51:44.529573Z digest=sha256:ef988f2710fceed918e002a37b8a3fac319b1890f4adb58d755fdd57c47bfbaf

Observation fea2b504-b140-43e8-89d2-bae67707c752 · outbound

This paper cites Bar-Shalom, X.

5G ISAC-Based UAV Detection and 3-D Tracking Using Uplink Sounding Reference Signals on an End-to-End O-RAN Simulation Testbed Bar-Shalom, X

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T22:51:44.841805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T22:51:44.533123Z digest=sha256:d24ac9dbfc85a6e1cb90b0e0a49470bde99da636894f9766546bf2528f7ef80a

Observation 263e0285-52dc-4952-8cdb-033dea5b45d0 · outbound

This paper cites A Multistage Processing Algorithm for Disturbance Removal and Target Detection in Passive Bistatic Radar,.

5G ISAC-Based UAV Detection and 3-D Tracking Using Uplink Sounding Reference Signals on an End-to-End O-RAN Simulation Testbed A Multistage Processing Algorithm for Disturbance Removal and Target Detection in Passive Bistatic Radar,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T22:51:44.829082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T22:51:44.536746Z digest=sha256:b00fbfbdf2b7f42ffac75906f905b9ceb0ebd26468a4f8711ed3abfbeb32028b

Observation eee6cbf2-f314-495a-9f6b-820a417f63e6 · outbound

This paper cites ESPRIT – estimation of signal parameters via rotational invariance techniques,.

5G ISAC-Based UAV Detection and 3-D Tracking Using Uplink Sounding Reference Signals on an End-to-End O-RAN Simulation Testbed ESPRIT – estimation of signal parameters via rotational invariance techniques,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T22:51:44.816177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T22:51:44.540184Z digest=sha256:024da25d7be6465891153f17ea2f60f447204b9709e15f365a65829d4c4387b5

Observation 41c74786-6f88-4de2-9630-cc08178fa661 · outbound

This paper cites dApp use cases and requirements,.

5G ISAC-Based UAV Detection and 3-D Tracking Using Uplink Sounding Reference Signals on an End-to-End O-RAN Simulation Testbed dApp use cases and requirements,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T22:51:44.803457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T22:51:44.543697Z digest=sha256:e7f0a6333d868e6a3c7d49bf46b35a9d43c9d6845a3063f4730410b1b4a17322

Pith citing papers

Observation e5447959-70e1-4091-a550-921721763cce · inbound

Multi-UAV Tracking Evaluation Using 5G Uplink Signals on an O-RAN ISAC Simulation Testbed cites this paper.

Multi-UAV Tracking Evaluation Using 5G Uplink Signals on an O-RAN ISAC Simulation Testbed 5G ISAC-Based UAV Detection and 3-D Tracking Using Uplink Sounding Reference Signals on an End-to-End O-RAN Simulation Testbed

Reference 8

Resolution
verified exact
local_arxiv, observed 2026-08-12T17:28:45.128323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T17:28:44.240668Z digest=sha256:7f5a01adc48e7be56d18d9294f8806b02cf86cbbe8abc7b742b3652bcfe8a1eb