Paper Citation Record · LEDGER

How Many Simultaneous Beamformers are Needed for Integrated Sensing and Communications?

As of 18 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 4 inbound Pith citation observations for arXiv:2507.14982.

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

pith.paper-citation-record.v1
2507.14982 v3

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:59:35.489509Z

measured 41 of 41 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-18T17:03:00.427852Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-10T12:15:01.137692Z

Reference resolution

37 of 37 outbound references displayed

verified exact0
verified fuzzy20
unresolved17
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation edc00b94-c1da-4840-a3a1-12b9d35e215b · outbound

This paper cites Bounds on the minimum number of beam- formers for integrated sensing and communications,.

How Many Simultaneous Beamformers are Needed for Integrated Sensing and Communications? Bounds on the minimum number of beam- formers for integrated sensing and communications,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:59:39.134583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 24125916-9832-46b9-aaa3-6088a03ffee1 · outbound

This paper cites Joint radar and communication design: Applications, state-of-the-art, and the road ahead,.

How Many Simultaneous Beamformers are Needed for Integrated Sensing and Communications? Joint radar and communication design: Applications, state-of-the-art, and the road ahead,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:59:38.993117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3b52217f-806e-4e3b-8174-52f0b512ff50 · outbound

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

How Many Simultaneous Beamformers are Needed for Integrated Sensing and Communications? Integrated sensing and communications: Toward dual-functional wire- less networks for 6G and beyond,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T15:59:32.563567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e733b8aa-6b23-467e-804c-476f667e638d · outbound

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

How Many Simultaneous Beamformers are Needed for Integrated Sensing and Communications? Joint transmit beamforming for multiuser MIMO communications and MIMO radar,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T15:59:32.623393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77cb7452-cd2d-422a-87db-8320118d3b01 · outbound

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

How Many Simultaneous Beamformers are Needed for Integrated Sensing and Communications? Cram ´er-Rao bound optimization for joint radar-communication beamforming,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T15:59:32.678472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f279d211-1643-4025-9702-edcef510e74e · outbound

This paper cites MIMO radar waveform design based on mutual information and minimum mean-square error estimation,.

How Many Simultaneous Beamformers are Needed for Integrated Sensing and Communications? MIMO radar waveform design based on mutual information and minimum mean-square error estimation,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:59:38.871306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 469dcce2-2980-4b87-9361-22c166090dc4 · outbound

This paper cites Range com- pression and waveform optimization for MIMO radar: A Cram ´er–Rao bound based study,.

How Many Simultaneous Beamformers are Needed for Integrated Sensing and Communications? Range com- pression and waveform optimization for MIMO radar: A Cram ´er–Rao bound based study,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:59:38.745990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 03f987b2-4a87-4987-a6c0-8275694b224a · outbound

This paper cites Integrated sensing and communication exploiting prior information: How many sensing beams are needed?.

How Many Simultaneous Beamformers are Needed for Integrated Sensing and Communications? Integrated sensing and communication exploiting prior information: How many sensing beams are needed?

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:59:38.603075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2cc9ad16-5cc6-4971-99a0-5d69fe595ac4 · outbound

This paper cites Joint optimization of radar and communications performance in 6G cellular systems,.

How Many Simultaneous Beamformers are Needed for Integrated Sensing and Communications? Joint optimization of radar and communications performance in 6G cellular systems,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T15:59:32.928722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b936075b-a7cd-4b16-bd4a-3be01e6280a2 · outbound

This paper cites Efficient transceiver design for MIMO dual-function radar-communication systems,.

How Many Simultaneous Beamformers are Needed for Integrated Sensing and Communications? Efficient transceiver design for MIMO dual-function radar-communication systems,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T15:59:33.019370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5ef3ed4-309b-4b86-a6ec-d592106d3a76 · outbound

This paper cites On probing signal design for MIMO radar,.

How Many Simultaneous Beamformers are Needed for Integrated Sensing and Communications? On probing signal design for MIMO radar,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T15:59:33.076160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bca6dd01-5f4f-4e3c-84fd-9affda82530a · outbound

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

How Many Simultaneous Beamformers are Needed for Integrated Sensing and Communications? Optimal transmit beamforming for integrated sensing and communication,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T15:59:33.134839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c59c277-21d6-4bcf-9e89-2d301b7c4285 · outbound

This paper cites Active beamforming for integrated sensing and communication,.

How Many Simultaneous Beamformers are Needed for Integrated Sensing and Communications? Active beamforming for integrated sensing and communication,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T15:59:33.234997Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa84a2e8-9776-40ab-b38f-8acf3780b3ea · outbound

This paper cites When are sensing symbols required for ISAC?.

How Many Simultaneous Beamformers are Needed for Integrated Sensing and Communications? When are sensing symbols required for ISAC?

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T15:59:33.301193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f6da0f0-770a-4088-ab0d-c7ef22cd7c72 · outbound

This paper cites Beamforming design for integrated sensing and communications using uplink-downlink duality,.

How Many Simultaneous Beamformers are Needed for Integrated Sensing and Communications? Beamforming design for integrated sensing and communications using uplink-downlink duality,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:59:38.411023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 27ebdeeb-c9fd-4f6e-896b-6dec4bec2dc7 · outbound

This paper cites A joint radar-communication precoding design based on Cram ´er-Rao bound optimization,.

How Many Simultaneous Beamformers are Needed for Integrated Sensing and Communications? A joint radar-communication precoding design based on Cram ´er-Rao bound optimization,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T15:59:33.438072Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83019581-4d21-4aba-9653-056ed0b9f68b · outbound

This paper cites Near-field integrated sensing and communication with extremely large-scale antenna array,.

How Many Simultaneous Beamformers are Needed for Integrated Sensing and Communications? Near-field integrated sensing and communication with extremely large-scale antenna array,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:59:38.223052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d9b9a8de-be02-4b68-9261-76c0834e3c33 · outbound

This paper cites Optimal Beamforming for Integrated Sensing and Communication Exploiting Prior Distribution Information: How Many Beams are Needed?.

How Many Simultaneous Beamformers are Needed for Integrated Sensing and Communications? Optimal Beamforming for Integrated Sensing and Communication Exploiting Prior Distribution Information: How Many Beams are Needed?

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T15:59:33.589757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb8f46cc-34b7-4dbe-99ef-a6796f870b6c · outbound

This paper cites Rank-constrained separable semidefinite programming with applications to optimal beamforming,.

How Many Simultaneous Beamformers are Needed for Integrated Sensing and Communications? Rank-constrained separable semidefinite programming with applications to optimal beamforming,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:59:38.025823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7b7806df-f5db-48d0-a06e-7364130b89d1 · outbound

This paper cites On the rank of extreme matrices in semidefinite programs and the multiplicity of optimal eigenvalues,.

How Many Simultaneous Beamformers are Needed for Integrated Sensing and Communications? On the rank of extreme matrices in semidefinite programs and the multiplicity of optimal eigenvalues,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:59:37.784096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation bb9cce32-7d4d-4057-bc62-055e0b6372ad · outbound

This paper cites In-band full-duplex wireless: Challenges and opportuni- ties,.

How Many Simultaneous Beamformers are Needed for Integrated Sensing and Communications? In-band full-duplex wireless: Challenges and opportuni- ties,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T15:59:33.757244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 603bd7b1-b134-4a2e-bcbc-457329bf3fc8 · outbound

This paper cites Random phase code for automotive MIMO radars using combined frequency shift keying-linear FMCW waveform,.

How Many Simultaneous Beamformers are Needed for Integrated Sensing and Communications? Random phase code for automotive MIMO radars using combined frequency shift keying-linear FMCW waveform,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:59:37.579376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 331ce124-6b69-4b62-8915-96d92b3a7c79 · outbound

This paper cites Stoica and R.

How Many Simultaneous Beamformers are Needed for Integrated Sensing and Communications? Stoica and R

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:59:37.405488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 82509aa4-d37f-4088-a9e7-3742ca211387 · outbound

This paper cites Near- field communications: A tutorial review,.

How Many Simultaneous Beamformers are Needed for Integrated Sensing and Communications? Near- field communications: A tutorial review,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:59:37.230780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 78455697-7822-454e-a4d3-891b4b7058ed · outbound

This paper cites Li and P.

How Many Simultaneous Beamformers are Needed for Integrated Sensing and Communications? Li and P

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T15:59:34.185327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38f35cf1-1971-43a1-bf8a-063c1303b745 · outbound

This paper cites Effect of clutter on joint radar- communications system performance inner bounds,.

How Many Simultaneous Beamformers are Needed for Integrated Sensing and Communications? Effect of clutter on joint radar- communications system performance inner bounds,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:59:37.084786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5317913d-8836-4245-be26-9acf88664e47 · outbound

This paper cites MIMO integrated sensing and commu- nication: CRB-rate tradeoff,.

How Many Simultaneous Beamformers are Needed for Integrated Sensing and Communications? MIMO integrated sensing and commu- nication: CRB-rate tradeoff,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:59:36.951137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 56b5ded6-c701-4874-b8a4-5e3bd801bd19 · outbound

This paper cites an unresolved cited work.

How Many Simultaneous Beamformers are Needed for Integrated Sensing and Communications? Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T15:59:34.429118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71186fb5-c610-4a2d-9ba0-e7ecd29945b3 · outbound

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

How Many Simultaneous Beamformers are Needed for Integrated Sensing and Communications? On the fundamental tradeoff of integrated sensing and communications under gaussian channels,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:59:36.808547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 432fa358-d3cd-404e-9e74-87d70617d154 · outbound

This paper cites A modified Cram ´er-Rao bound and its applications,.

How Many Simultaneous Beamformers are Needed for Integrated Sensing and Communications? A modified Cram ´er-Rao bound and its applications,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T15:59:34.658965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f38c96f4-9a97-4849-bc8e-b743ccd447d4 · outbound

This paper cites On transmit beamforming for MIMO radar,.

How Many Simultaneous Beamformers are Needed for Integrated Sensing and Communications? On transmit beamforming for MIMO radar,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:59:36.622825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f0a03836-5982-4ddd-b172-a1cd3f921ade · outbound

This paper cites Optimal adaptive waveform design for cognitive MIMO radar,.

How Many Simultaneous Beamformers are Needed for Integrated Sensing and Communications? Optimal adaptive waveform design for cognitive MIMO radar,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:59:36.422083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 18b434b2-8021-4153-b4af-cd693a208bd7 · outbound

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

How Many Simultaneous Beamformers are Needed for Integrated Sensing and Communications? Target detection and localization using MIMO radars and sonars,

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T15:59:34.967160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 456930ac-dfc9-4c37-9d2f-46b030ea2872 · outbound

This paper cites Deep active learning approach to adaptive beamforming for mmwave initial alignment,.

How Many Simultaneous Beamformers are Needed for Integrated Sensing and Communications? Deep active learning approach to adaptive beamforming for mmwave initial alignment,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:59:36.251787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5d64ad90-ba45-4016-8857-bc88801a9142 · outbound

This paper cites Active sensing for communi- cations by learning,.

How Many Simultaneous Beamformers are Needed for Integrated Sensing and Communications? Active sensing for communi- cations by learning,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:59:36.036098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 73997128-d3c3-4c1e-8c51-25cf0ac3782d · outbound

This paper cites Perceptive mobile network with distributed target monitoring terminals: Leaking communication energy for sensing,.

How Many Simultaneous Beamformers are Needed for Integrated Sensing and Communications? Perceptive mobile network with distributed target monitoring terminals: Leaking communication energy for sensing,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:59:35.743127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4f375432-2ca6-4b9a-99a6-53be84807358 · outbound

This paper cites an unresolved cited work.

How Many Simultaneous Beamformers are Needed for Integrated Sensing and Communications? Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T15:59:35.489509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 41ea37e9-15ec-47be-ad0f-9d0e284ac710 · inbound

Uplink-Downlink Duality for Beamforming in Integrated Sensing and Communications cites this paper.

Uplink-Downlink Duality for Beamforming in Integrated Sensing and Communications How Many Simultaneous Beamformers are Needed for Integrated Sensing and Communications?

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-06-19T17:10:31.353028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 322af36e-8565-40e9-b484-ee61ef1114af · inbound

Active MIMO Sensing With Exploration-Exploitation Tradeoff cites this paper.

Active MIMO Sensing With Exploration-Exploitation Tradeoff How Many Simultaneous Beamformers are Needed for Integrated Sensing and Communications?

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-06-19T17:10:31.353028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 463477e8-af21-41a2-8a7b-47bd66b3d1b3 · inbound

Robust Beamforming for MIMO Radar with Imperfect Prior Distribution Information cites this paper.

Robust Beamforming for MIMO Radar with Imperfect Prior Distribution Information How Many Simultaneous Beamformers are Needed for Integrated Sensing and Communications?

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-06-19T17:10:31.353028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 58298de3-3508-4f46-b6d1-81efd7e8c710 · inbound

Multi-User ISAC with Heterogeneous Unknown Parameters: Optimal Beamforming based on Distribution Information cites this paper.

Multi-User ISAC with Heterogeneous Unknown Parameters: Optimal Beamforming based on Distribution Information How Many Simultaneous Beamformers are Needed for Integrated Sensing and Communications?

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-06-19T17:10:31.353028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.