Paper Citation Record · LEDGER

Low-Complexity Cram\'er-Rao Lower Bound and Sum Rate Optimization in ISAC Systems

As of 10 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2502.03162.

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

pith.paper-citation-record.v1
2502.03162 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T05:49:51.779882Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

26 of 26 outbound references displayed

verified exact1
verified fuzzy17
unresolved8
parse uncertain0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2f229aa4-2a85-4d86-944f-b59f46ccf7de · outbound

This paper cites Jo int radar- communication strategies for autonomous vehicles: Combin ing two key automotive technologies,.

Low-Complexity Cram\'er-Rao Lower Bound and Sum Rate Optimization in ISAC Systems Jo int radar- communication strategies for autonomous vehicles: Combin ing two key automotive technologies,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:49:52.251181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 525e408d-e3c2-4a40-9f73-4c3ca08bea61 · outbound

This paper cites An overview of signal processing techniques for joint communication and radar sensing,.

Low-Complexity Cram\'er-Rao Lower Bound and Sum Rate Optimization in ISAC Systems An overview of signal processing techniques for joint communication and radar sensing,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:49:52.228320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e64e8c21-4089-4705-a78e-e1e52fe861f2 · outbound

This paper cites MU-MIMO c ommu- nications with MIMO radar: From co-existence to joint trans mission,.

Low-Complexity Cram\'er-Rao Lower Bound and Sum Rate Optimization in ISAC Systems MU-MIMO c ommu- nications with MIMO radar: From co-existence to joint trans mission,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-09T05:49:51.664681Z

Source-reported events for the cited work

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Observation fe7564f0-09d5-43b2-a32b-c7fe15f96414 · outbound

This paper cites Joint transmit beamforming for multiuser MIMO communications an d MIMO radar,.

Low-Complexity Cram\'er-Rao Lower Bound and Sum Rate Optimization in ISAC Systems Joint transmit beamforming for multiuser MIMO communications an d MIMO radar,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-09T05:49:51.669807Z

Source-reported events for the cited work

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Observation 79a7a1fb-0ff6-4990-b0c0-3c2776e9ac6c · outbound

This paper cites Joint communications and sensing design for multi-carrie r MIMO systems,.

Low-Complexity Cram\'er-Rao Lower Bound and Sum Rate Optimization in ISAC Systems Joint communications and sensing design for multi-carrie r MIMO systems,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:49:52.185014Z

Source-reported events for the cited work

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Observation a60ca386-b381-4718-ad10-d1702e63392b · outbound

This paper cites M ultiuser MIMO wideband joint communications and sensing system with sub- carrier allocation,.

Low-Complexity Cram\'er-Rao Lower Bound and Sum Rate Optimization in ISAC Systems M ultiuser MIMO wideband joint communications and sensing system with sub- carrier allocation,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:49:52.164917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a1623aae-2a26-424f-bd9a-e236d3bc93ca · outbound

This paper cites Joint and Robust Beamforming Framework for Integrated Sensing and Communication Systems.

Low-Complexity Cram\'er-Rao Lower Bound and Sum Rate Optimization in ISAC Systems Joint and Robust Beamforming Framework for Integrated Sensing and Communication Systems

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-09T05:49:51.686177Z

Source-reported events for the cited work

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Observation 0720166c-0d48-42e9-b84f-a46bda2ac0f0 · outbound

This paper cites Beamforming design for max- min fairness performance balancing in ISAC systems,.

Low-Complexity Cram\'er-Rao Lower Bound and Sum Rate Optimization in ISAC Systems Beamforming design for max- min fairness performance balancing in ISAC systems,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:49:52.147396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2e52bf63-6bb1-43dc-b5c3-06b2935a4bde · outbound

This paper cites ISAC - accelerated edge intelligence: Framework, optimization, and analysis,.

Low-Complexity Cram\'er-Rao Lower Bound and Sum Rate Optimization in ISAC Systems ISAC - accelerated edge intelligence: Framework, optimization, and analysis,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:49:52.129286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8afd8147-4ce1-42fc-98cf-78ba858daf50 · outbound

This paper cites Optimizing the fairness of STAR-RIS and NOMA assisted integrated sensing and communication systems,.

Low-Complexity Cram\'er-Rao Lower Bound and Sum Rate Optimization in ISAC Systems Optimizing the fairness of STAR-RIS and NOMA assisted integrated sensing and communication systems,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:49:52.110007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c7289ca8-3df0-4370-a9c6-2bc81ad0703d · outbound

This paper cites Cr am´ er-Rao bound optimization for joint radar-communication beamfor ming,.

Low-Complexity Cram\'er-Rao Lower Bound and Sum Rate Optimization in ISAC Systems Cr am´ er-Rao bound optimization for joint radar-communication beamfor ming,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:49:52.091784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fe0471a5-09a3-4fa2-b612-8b82b64f5f36 · outbound

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

Low-Complexity Cram\'er-Rao Lower Bound and Sum Rate Optimization in ISAC Systems Intelli gent reﬂecting surface enabled sensing: Cram´ er-Rao bound optimization,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:49:52.072195Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation cbd2f3df-cddf-4800-b808-b2da89051961 · outbound

This paper cites On the fundamental tradeoff of integrated sensing and communicat ions under gaussian channels,.

Low-Complexity Cram\'er-Rao Lower Bound and Sum Rate Optimization in ISAC Systems On the fundamental tradeoff of integrated sensing and communicat ions under gaussian channels,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:49:52.052376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 21b76ecd-981d-470c-b7f0-c41c3f2bd690 · outbound

This paper cites Cram\'er-Rao Bound Based Waveform Optimization for MIMO Radar: An Efficient Linear-Proximal Method.

Low-Complexity Cram\'er-Rao Lower Bound and Sum Rate Optimization in ISAC Systems Cram\'er-Rao Bound Based Waveform Optimization for MIMO Radar: An Efficient Linear-Proximal Method

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-08-09T05:49:51.857992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f55fd62d-496f-4a91-a851-cf613372f6ca · outbound

This paper cites Transmitter side beyond-diagonal R IS for mmwave integrated sensing and communications,.

Low-Complexity Cram\'er-Rao Lower Bound and Sum Rate Optimization in ISAC Systems Transmitter side beyond-diagonal R IS for mmwave integrated sensing and communications,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:49:52.034926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3baca3db-50ed-457a-a8da-9cf1d8e81df7 · outbound

This paper cites Information and s ensing beamforming optimization for multi-user multi-target mim o isac sys- tems,.

Low-Complexity Cram\'er-Rao Lower Bound and Sum Rate Optimization in ISAC Systems Information and s ensing beamforming optimization for multi-user multi-target mim o isac sys- tems,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:49:52.016199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 623969d1-db93-48dc-876b-21f9a289931f · outbound

This paper cites Bistatic mimo dfrc system waveform design via fractional programming,.

Low-Complexity Cram\'er-Rao Lower Bound and Sum Rate Optimization in ISAC Systems Bistatic mimo dfrc system waveform design via fractional programming,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:49:51.999436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d58242ab-2a7e-4ffb-b8b8-e1307510fc11 · outbound

This paper cites SNR/CRB- constrained joint beamforming and reﬂection designs for RIS-ISAC syste ms,.

Low-Complexity Cram\'er-Rao Lower Bound and Sum Rate Optimization in ISAC Systems SNR/CRB- constrained joint beamforming and reﬂection designs for RIS-ISAC syste ms,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-09T05:49:51.740525Z

Source-reported events for the cited work

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Observation b6ba3195-aa0c-485b-a9da-52dbe8076fbe · outbound

This paper cites Fast Fractional Programming for Multi-Cell Integrated Sensing and Communications.

Low-Complexity Cram\'er-Rao Lower Bound and Sum Rate Optimization in ISAC Systems Fast Fractional Programming for Multi-Cell Integrated Sensing and Communications

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-09T05:49:51.745229Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4986d7e-a683-424e-a28a-76d181b19614 · outbound

This paper cites Globally optimal b eamforming design for integrated sensing and communication systems,.

Low-Complexity Cram\'er-Rao Lower Bound and Sum Rate Optimization in ISAC Systems Globally optimal b eamforming design for integrated sensing and communication systems,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:49:51.971640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7c773c94-d5db-41f0-b11f-98c3318c019b · outbound

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

Low-Complexity Cram\'er-Rao Lower Bound and Sum Rate Optimization in ISAC Systems Target detection and lo calization using MIMO radars and sonars,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-09T05:49:51.755868Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3c75ecf-5d42-4c09-a80c-896864dbd664 · outbound

This paper cites R ange compression and waveform optimization for mimo radar: A cra m ´Er–rao bound based study,.

Low-Complexity Cram\'er-Rao Lower Bound and Sum Rate Optimization in ISAC Systems R ange compression and waveform optimization for mimo radar: A cra m ´Er–rao bound based study,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:49:51.944525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 70f69db8-029e-463d-a597-8304c2740111 · outbound

This paper cites Optimal Beamforming Structure and Efficient Optimization Algorithms for Generalized Multi-Group Multicast Beamforming Optimization.

Low-Complexity Cram\'er-Rao Lower Bound and Sum Rate Optimization in ISAC Systems Optimal Beamforming Structure and Efficient Optimization Algorithms for Generalized Multi-Group Multicast Beamforming Optimization

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-09T05:49:51.765567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18e0ab90-3f99-4d67-a6ba-92e29cac7bd2 · outbound

This paper cites Majorization-minim ization algorithms in signal processing, communications, and mach ine learning,.

Low-Complexity Cram\'er-Rao Lower Bound and Sum Rate Optimization in ISAC Systems Majorization-minim ization algorithms in signal processing, communications, and mach ine learning,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:49:51.927405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 45f7fb84-c763-4280-bc84-4e2f947bcbb2 · outbound

This paper cites an unresolved cited work.

Low-Complexity Cram\'er-Rao Lower Bound and Sum Rate Optimization in ISAC Systems Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-09T05:49:51.910218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation aeb93a74-05bf-4f7c-8009-48e5507493bb · outbound

This paper cites Partially-conne cted hybrid beamforming design for integrated sensing and commu nication systems,.

Low-Complexity Cram\'er-Rao Lower Bound and Sum Rate Optimization in ISAC Systems Partially-conne cted hybrid beamforming design for integrated sensing and commu nication systems,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:49:51.893185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

No inbound Pith citation observations are available.