Paper Citation Record · LEDGER

3D Extended Target Sensing in ISAC: Cram\'er-Rao Bound Analysis and Beamforming Design

As of 13 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 0 inbound Pith citation observations for arXiv:2412.06353.

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

pith.paper-citation-record.v1
2412.06353 v2

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T19:50:15.411846Z

measured 31 of 31 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 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

31 of 31 outbound references displayed

verified exact1
verified fuzzy27
unresolved3
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 810e56ed-a5af-4f23-8aea-a1cc7854d7bf · outbound

This paper cites Cram´er-Rao bound analysis and beamforming design for 3D extended target in ISAC,.

3D Extended Target Sensing in ISAC: Cram\'er-Rao Bound Analysis and Beamforming Design Cram´er-Rao bound analysis and beamforming design for 3D extended target in ISAC,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:50:15.631144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation df8bf5e0-d805-4c20-917c-8a9409d5c5a5 · outbound

This paper cites Integrated sensing and communications: Toward dual-functional wire- less networks for 6G and beyond,.

3D Extended Target Sensing in ISAC: Cram\'er-Rao Bound Analysis and Beamforming Design Integrated sensing and communications: Toward dual-functional wire- less networks for 6G and beyond,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T19:50:15.345420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86e5ff96-da65-45b7-93e4-fea54fdae50f · outbound

This paper cites Extended Object Tracking: Introduction, Overview and Applications.

3D Extended Target Sensing in ISAC: Cram\'er-Rao Bound Analysis and Beamforming Design Extended Object Tracking: Introduction, Overview and Applications

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-08-11T19:50:15.435091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 85648458-fb42-4674-8539-81f9d4e98429 · outbound

This paper cites Adaptive radar sensor model for tracking structured extended objects,.

3D Extended Target Sensing in ISAC: Cram\'er-Rao Bound Analysis and Beamforming Design Adaptive radar sensor model for tracking structured extended objects,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:50:15.620753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation b3a5fb22-3cee-4f24-a19a-bd614ab6ce5c · outbound

This paper cites Tracking and data segmentation using a GGIW filter with mixture clustering,.

3D Extended Target Sensing in ISAC: Cram\'er-Rao Bound Analysis and Beamforming Design Tracking and data segmentation using a GGIW filter with mixture clustering,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:50:15.614777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 9e2c5849-182d-496d-b8d6-abd65351d27a · outbound

This paper cites Target detection and localization using MIMO radars and sonars,.

3D Extended Target Sensing in ISAC: Cram\'er-Rao Bound Analysis and Beamforming Design Target detection and localization using MIMO radars and sonars,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:50:15.608871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ad403e15-0f05-418a-90cc-f1de0082c2fc · outbound

This paper cites Cram ´er-Rao bound optimization for joint radar-communication beamforming,.

3D Extended Target Sensing in ISAC: Cram\'er-Rao Bound Analysis and Beamforming Design Cram ´er-Rao bound optimization for joint radar-communication beamforming,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:50:15.602409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 32ff2388-75c9-4888-9aef-d5b25c82a58b · outbound

This paper cites Extended object tracking using automotive radar,.

3D Extended Target Sensing in ISAC: Cram\'er-Rao Bound Analysis and Beamforming Design Extended object tracking using automotive radar,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:50:15.595486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 1eaf92c0-c39f-4b11-9935-e477f7bdcd5a · outbound

This paper cites Ellipse polar encoding for oriented SAR ship detection,.

3D Extended Target Sensing in ISAC: Cram\'er-Rao Bound Analysis and Beamforming Design Ellipse polar encoding for oriented SAR ship detection,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:50:15.588262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation b31f4438-4494-46c9-8e9f-59aa35a7a659 · outbound

This paper cites Radar and lidar target signatures of various object types and evaluation of extended object tracking methods for autonomous driving applications,.

3D Extended Target Sensing in ISAC: Cram\'er-Rao Bound Analysis and Beamforming Design Radar and lidar target signatures of various object types and evaluation of extended object tracking methods for autonomous driving applications,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:50:15.581018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 1171af25-7d5a-4ccd-999b-07d7256c14d8 · outbound

This paper cites Bayesian approach to extended object and cluster tracking using random matrices,.

3D Extended Target Sensing in ISAC: Cram\'er-Rao Bound Analysis and Beamforming Design Bayesian approach to extended object and cluster tracking using random matrices,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:50:15.574940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation c11a981d-9640-409f-9968-ef099cc89531 · outbound

This paper cites Tracking of extended object or target group using random matrix: new model and approach,.

3D Extended Target Sensing in ISAC: Cram\'er-Rao Bound Analysis and Beamforming Design Tracking of extended object or target group using random matrix: new model and approach,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:50:15.568490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 463c1107-2f6b-4477-bd5e-b13724272889 · outbound

This paper cites Multiple extended object tracking using Gaussian processes,.

3D Extended Target Sensing in ISAC: Cram\'er-Rao Bound Analysis and Beamforming Design Multiple extended object tracking using Gaussian processes,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:50:15.561988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 81135814-c6a5-40af-9706-4ebb8e40182d · outbound

This paper cites Level-set random hypersurface models for tracking nonconvex extended objects,.

3D Extended Target Sensing in ISAC: Cram\'er-Rao Bound Analysis and Beamforming Design Level-set random hypersurface models for tracking nonconvex extended objects,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:50:15.555542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 7ae13843-6925-4c5a-8be6-8119fb59214b · outbound

This paper cites A Cartesian B-spline vehicle model for extended object tracking,.

3D Extended Target Sensing in ISAC: Cram\'er-Rao Bound Analysis and Beamforming Design A Cartesian B-spline vehicle model for extended object tracking,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:50:15.549138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 56a39664-1831-46ae-8923-f47d1159bd90 · outbound

This paper cites Cram ´er-Rao bound analysis of radars for extended vehicular targets with known and unknown shape,.

3D Extended Target Sensing in ISAC: Cram\'er-Rao Bound Analysis and Beamforming Design Cram ´er-Rao bound analysis of radars for extended vehicular targets with known and unknown shape,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:50:15.542329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 2df6e42d-ad37-4c1d-8162-ad2759e3fac4 · outbound

This paper cites Hybrid Cramer-Rao lower bound on tracking ground moving extended target,.

3D Extended Target Sensing in ISAC: Cram\'er-Rao Bound Analysis and Beamforming Design Hybrid Cramer-Rao lower bound on tracking ground moving extended target,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:50:15.535560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 1005d820-709a-49c2-b4b4-7933837d2a31 · outbound

This paper cites A comparison of posterior Cramer–Rao bounds for point and extended target tracking,.

3D Extended Target Sensing in ISAC: Cram\'er-Rao Bound Analysis and Beamforming Design A comparison of posterior Cramer–Rao bounds for point and extended target tracking,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:50:15.528707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 546bdfd5-94a7-43fe-a5c4-c40a306296be · outbound

This paper cites Posterior Cram ´er-Rao lower bounds for extended target tracking with random matrices,.

3D Extended Target Sensing in ISAC: Cram\'er-Rao Bound Analysis and Beamforming Design Posterior Cram ´er-Rao lower bounds for extended target tracking with random matrices,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:50:15.522280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 2d3cdae5-fa80-4c1c-8844-98ffeb8355f5 · outbound

This paper cites Spatio-spectral radar beampattern design for coexistence with wireless communication systems,.

3D Extended Target Sensing in ISAC: Cram\'er-Rao Bound Analysis and Beamforming Design Spatio-spectral radar beampattern design for coexistence with wireless communication systems,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:50:15.515203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation aa6a6922-d1b3-4299-837d-9bbfba9d17c9 · outbound

This paper cites Optimal transmit beamforming for integrated sensing and communication,.

3D Extended Target Sensing in ISAC: Cram\'er-Rao Bound Analysis and Beamforming Design Optimal transmit beamforming for integrated sensing and communication,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T19:50:15.386937Z

Source-reported events for the cited work

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Observation 7bbb2c6f-0b9d-40cc-b6a2-983c8612a019 · outbound

This paper cites A framework for mutual information-based MIMO integrated sensing and communication beam- forming design,.

3D Extended Target Sensing in ISAC: Cram\'er-Rao Bound Analysis and Beamforming Design A framework for mutual information-based MIMO integrated sensing and communication beam- forming design,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:50:15.503466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 668f4967-2b21-423c-8704-b4ba8a997d3a · outbound

This paper cites Intelligent reflecting surface enabled sensing: Cram ´er-Rao bound optimization,.

3D Extended Target Sensing in ISAC: Cram\'er-Rao Bound Analysis and Beamforming Design Intelligent reflecting surface enabled sensing: Cram ´er-Rao bound optimization,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T19:50:15.391731Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c34bf8c-b32c-40e4-b487-7f354e4d44e8 · outbound

This paper cites Cram ´er-Rao bound analysis and beamforming design for integrated sensing and communication with extended targets,.

3D Extended Target Sensing in ISAC: Cram\'er-Rao Bound Analysis and Beamforming Design Cram ´er-Rao bound analysis and beamforming design for integrated sensing and communication with extended targets,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:50:15.491579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 62825705-d5ae-45db-b76e-30cf6b9d2a0f · outbound

This paper cites Boundary finding using Fourier surfaces of increasing order [simulated medical images],.

3D Extended Target Sensing in ISAC: Cram\'er-Rao Bound Analysis and Beamforming Design Boundary finding using Fourier surfaces of increasing order [simulated medical images],

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:50:15.483969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 115f0bb5-2d07-4099-a838-e3ca2abc0313 · outbound

This paper cites CRB minimization for RIS-aided mmWave integrated sensing and communications,.

3D Extended Target Sensing in ISAC: Cram\'er-Rao Bound Analysis and Beamforming Design CRB minimization for RIS-aided mmWave integrated sensing and communications,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:50:15.477427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation a944ec1d-58bd-4f0c-bb20-feeeceea866c · outbound

This paper cites Joint beamforming for IRS-aided multi-cell MISO system: Sum rate maximization and SINR balancing,.

3D Extended Target Sensing in ISAC: Cram\'er-Rao Bound Analysis and Beamforming Design Joint beamforming for IRS-aided multi-cell MISO system: Sum rate maximization and SINR balancing,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:50:15.470523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation eea50c27-3557-42db-9a53-6a1c268fc633 · outbound

This paper cites Learning to reflect and to beamform for intelligent reflecting surface with implicit channel estimation,.

3D Extended Target Sensing in ISAC: Cram\'er-Rao Bound Analysis and Beamforming Design Learning to reflect and to beamform for intelligent reflecting surface with implicit channel estimation,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:50:15.463438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 2ee1dd27-d53d-4c0a-8ed3-af3508d6e543 · outbound

This paper cites Learning to beamform in joint multicast and unicast transmission with imperfect CSI,.

3D Extended Target Sensing in ISAC: Cram\'er-Rao Bound Analysis and Beamforming Design Learning to beamform in joint multicast and unicast transmission with imperfect CSI,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:50:15.456441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 883d308d-c545-4edc-8e74-09ee6f6a796c · outbound

This paper cites Inductive representation learning on large graphs,.

3D Extended Target Sensing in ISAC: Cram\'er-Rao Bound Analysis and Beamforming Design Inductive representation learning on large graphs,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:50:15.449226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 3ef714e8-395c-47cb-8525-527003982835 · outbound

This paper cites Learning- based predictive beamforming for integrated sensing and communication in vehicular networks,.

3D Extended Target Sensing in ISAC: Cram\'er-Rao Bound Analysis and Beamforming Design Learning- based predictive beamforming for integrated sensing and communication in vehicular networks,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:50:15.442431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Pith citing papers

No inbound Pith citation observations are available.