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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 8 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 0 inbound Pith citation observations 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 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T22:51:44.389574Z digest=sha256:13ac9bb85b9c605a59e594bdc1fbc1686c1a2a286cecccc8f6f75a52016e78a2

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T22:51:44.394113Z digest=sha256:d8baeb514d77fd718528f2a8c5d652d8f8dd559f0b2c6c851fbb11bfcfcca6fb

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T22:51:44.397902Z digest=sha256:39b158c27bf33b8ac09a3eafa13086644863770eb72342e212580b91cc6e8770

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T22:51:44.401694Z digest=sha256:5bfc8551720dea79744c86065049d052cbcb237a9cc874a966c8fd2a0f2d471a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T22:51:44.405765Z digest=sha256:e58c35a0542bce25cfd56c2a3eb7ae6eda225d2792aa1225bf4cfdaea7ddc924

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T22:51:44.409669Z digest=sha256:3dc4032359e74ced75f76a51543faf82a3f37be23f342170c7a4519933428b01

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T22:51:44.413776Z digest=sha256:b5552d1507a50381ae993c11786ee5e2569d03b9df8c84523e803376cab95e47

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:fae8f3ee838eb245f19660960e7e769940391b7b5e5933845d5052f62985a88c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T22:51:44.421526Z digest=sha256:5d347589251a39dd402b599b941fb08f348859ffe8e702d9fa23aa684a8040aa

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T22:51:44.425144Z digest=sha256:8cddf52d5dbd45553d1786dd20471c473ad595527b13b35829a608015092d8a8

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=sha256:97360b5e9139b425e175ce674faf8b0c3d544c0ef2625733fca3b696c125e43f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T22:51:44.432859Z digest=sha256:8898a00889859da9220c0c875c117d4f5745b71983a3323a0d817a8d98f12585

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T22:51:44.436880Z digest=sha256:5bf433b1747edb5a29fea527b933da3274a35b13c10e7f3a186174e1640391ab

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T22:51:44.440570Z digest=sha256:83034daf2ec208b43f098a9c8c5823d32a9b7c2e28f481ee456f04e631d1954d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T22:51:44.444387Z digest=sha256:ad173c4295ea4b12934290332ba456308ca9fc854dd5c4ec180d102a61147f0e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T22:51:44.447965Z digest=sha256:5596d8b9631494dea6e76f46f7b31724bea03fbddfab0febff9dabeb1e8c82ac

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T22:51:44.451589Z digest=sha256:11cc6c27bfbb79ee1a5e0901359429f6305727f3bb35450e210b3d90f955ad01

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T22:51:44.455313Z digest=sha256:6215c6a5089251683c02758a0cfeda743b2c7dcf642f470628daf1d37a216b85

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:f515c6dd7f861acaf2f9735b1d371986c34443ff81a39d01931cc097c3749144

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T22:51:44.462678Z digest=sha256:bb3e43693f55fd9cffa0cece8948d4a8c8657a28821be36c1dcdf220532cc7bf

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T22:51:44.466484Z digest=sha256:e82a09876fde05e4c5a80add3696cd2d36ed762b666db59ebe02506960d8cfa6

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T22:51:44.470006Z digest=sha256:b8b1d9d493f8563483d59b9c470f837a38845e08d8f4375b0a6188ad2739bc07

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T22:51:44.473616Z digest=sha256:33ccf2cfd26f52478205b3450d52d32dd67ad444a83fa98c5ba338ef1ad1960c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T22:51:44.477363Z digest=sha256:ce992954e0fa0ce5552e9f790ad8f4a9436b59a16f00314d3a83a7612713e619

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T22:51:44.480873Z digest=sha256:efd7d193a59634b5bdc4030b50fda240c1a61fbb2dd40c2088c08177110a73f0

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T22:51:44.484583Z digest=sha256:5a8ef2f2a553cbce0f777dc09da8c594a8656a5b2e26c7c993fe5f20d53c9f8c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T22:51:44.488204Z digest=sha256:25c578900da6ff4270efc92330fdca6255d56d9c2bfb3a72e3ce03be70fb4806

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T22:51:44.491902Z digest=sha256:7cf7b8c2f76d3501eb205f2745c6e87d52617cea94997a704b622c2a08026024

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T22:51:44.495587Z digest=sha256:8562250bd7151fa3df5853348c46133ea37e9605fe8d67d956398de3e640d264

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=sha256:0a4a1329565a036b944f159bade946311a7455acd1287260462cb5f0f37f6ab3

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=sha256:8eaffe8bab7844f144f43693678eed2cdd7649ae447ba61256059aba7b853a7f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T22:51:44.507205Z digest=sha256:43df0119e976e97f0fef1e482b53f9306730ef01d04657c9316ffcde179306a9

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T22:51:44.510809Z digest=sha256:7de534d15d23f3ebe7bd823a1fa1299c62c890eb8fd78c33d70f43f5e6302426

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T22:51:44.514769Z digest=sha256:f13f3fce4778c435ec1335a1cf8e3636fbb9913fa001a230bc61a7caf7962fc7

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T22:51:44.518596Z digest=sha256:b619622f3ee52d4930987460c25fb8197b099a7c6bb82d2031ec1cfa704da867

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=sha256:3ae53c3e60b3526f3555737f870a0114bb2b1bcad60c00600f77ecd9685d847c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T22:51:44.525853Z digest=sha256:002a5c5ddf62c656d7ac27908e2d8f2a2ac11f7973d170f24466f8ddb68b59c5

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T22:51:44.529573Z digest=sha256:6dea9131b5e38962a184bfc1e889fde48cb2be4cd37f400aa6ab9b592a3ee5f4

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T22:51:44.533123Z digest=sha256:343090334dcf041ec3c33643cf823483995c33ef5958276905f9631fb27100fb

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T22:51:44.536746Z digest=sha256:6e028a743c6d435c9a50ffea4581fc885ea5e966a190b3b0090aad9acba17e6f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T22:51:44.540184Z digest=sha256:2a0f6a0966455623a134b4a8ad6746e0c210cf4469cf4afb2fb8429e426535a2

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T22:51:44.543697Z digest=sha256:940fe8c1c9798809def590c505a232c803b09d099bdd6edb539ead568f3c3d09

Pith citing papers

No inbound Pith citation observations are available.