Paper Citation Record · LEDGER

Transformer-Based Heartbeat Monitoring with FMCW Radar Under Random Body Motion

As of 10 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 0 inbound Pith citation observations for arXiv:2605.28432.

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

pith.paper-citation-record.v1
2605.28432 v1

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-29T10:27:06.532807Z

measured 19 of 19 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

19 of 19 outbound references displayed

verified exact2
verified fuzzy0
unresolved17
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bb3bf9bc-218e-4d8a-9165-3ade57f54e45 · outbound

This paper cites Short Range De- vices (SRD); Automotive Short Range Radar operating in the 77 GHz to 81 GHz band; Harmonised Standard,.

Transformer-Based Heartbeat Monitoring with FMCW Radar Under Random Body Motion Short Range De- vices (SRD); Automotive Short Range Radar operating in the 77 GHz to 81 GHz band; Harmonised Standard,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-06-29T10:27:06.532807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8c50521-0e7a-40db-8d28-0dcf7c5a397d · outbound

This paper cites Amendment of the Commis- sion’s Rules Regarding the 76–81 GHz Band,.

Transformer-Based Heartbeat Monitoring with FMCW Radar Under Random Body Motion Amendment of the Commis- sion’s Rules Regarding the 76–81 GHz Band,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-06-29T10:27:06.532807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f96b6f85-50d3-4f73-aa12-da648c3d050e · outbound

This paper cites An Overview of Algorithms for Contactless Cardiac Feature Extraction from Radar Signals: Advances and Challenges.

Transformer-Based Heartbeat Monitoring with FMCW Radar Under Random Body Motion An Overview of Algorithms for Contactless Cardiac Feature Extraction from Radar Signals: Advances and Challenges

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-06-29T13:23:28.786346Z

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 6bd587e6-3ad2-4d48-a643-321454bdd0d7 · outbound

This paper cites Noncontact Cardiac Parameters Estimation Using Radar Acoustics for Healthcare IoT,.

Transformer-Based Heartbeat Monitoring with FMCW Radar Under Random Body Motion Noncontact Cardiac Parameters Estimation Using Radar Acoustics for Healthcare IoT,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-29T10:27:06.532807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 118c699c-4a47-4ef1-89ff-c9fa53dc8966 · outbound

This paper cites Motion-robust non-contact heartbeat sensing using radar acoustics for healthcare iot,.

Transformer-Based Heartbeat Monitoring with FMCW Radar Under Random Body Motion Motion-robust non-contact heartbeat sensing using radar acoustics for healthcare iot,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-29T10:27:06.532807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9cfe8f85-671b-48ea-b58e-2b25b41c8d7d · outbound

This paper cites Fast Acquisition of Heart Rate in Non- contact Vital Sign Radar Measurement Using Time-Window-Variation Technique,.

Transformer-Based Heartbeat Monitoring with FMCW Radar Under Random Body Motion Fast Acquisition of Heart Rate in Non- contact Vital Sign Radar Measurement Using Time-Window-Variation Technique,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-29T10:27:06.532807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d8804d7-e9d0-4317-94e7-88a6ad242d7d · outbound

This paper cites Vital signs monitoring of multiple people using a FMCW millimeter-wave sensor,.

Transformer-Based Heartbeat Monitoring with FMCW Radar Under Random Body Motion Vital signs monitoring of multiple people using a FMCW millimeter-wave sensor,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-29T10:27:06.532807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51797a68-150a-458e-810d-8fcca660b801 · outbound

This paper cites Enhancement of Remote Vital Sign Monitoring Detection Accuracy Using Multiple-Input Multiple-Output 77 GHz FMCW Radar,.

Transformer-Based Heartbeat Monitoring with FMCW Radar Under Random Body Motion Enhancement of Remote Vital Sign Monitoring Detection Accuracy Using Multiple-Input Multiple-Output 77 GHz FMCW Radar,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-29T10:27:06.532807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c194df33-49c4-4983-b720-0f2375d14bb7 · outbound

This paper cites Radar-Based High-Accuracy Cardiac Activity Sensing,.

Transformer-Based Heartbeat Monitoring with FMCW Radar Under Random Body Motion Radar-Based High-Accuracy Cardiac Activity Sensing,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-29T10:27:06.532807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7626b4ed-098a-4069-8aa2-885866e1ccf0 · outbound

This paper cites Fmcw-based contactless heart rate monitoring,.

Transformer-Based Heartbeat Monitoring with FMCW Radar Under Random Body Motion Fmcw-based contactless heart rate monitoring,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-29T10:27:06.532807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7cf42da5-c6e2-4daf-a458-93ab319a5f3a · outbound

This paper cites A radar vital signs detection method in complex environments,.

Transformer-Based Heartbeat Monitoring with FMCW Radar Under Random Body Motion A radar vital signs detection method in complex environments,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-29T10:27:06.532807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd792cd6-16f5-4602-803d-25ff0e90a949 · outbound

This paper cites A Supervised Machine Learning Algorithm for Heart-Rate Detection Using Doppler Motion-Sensing Radar,.

Transformer-Based Heartbeat Monitoring with FMCW Radar Under Random Body Motion A Supervised Machine Learning Algorithm for Heart-Rate Detection Using Doppler Motion-Sensing Radar,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-29T10:27:06.532807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9da71eef-7aae-4248-b1c4-2d35330ade3f · outbound

This paper cites Heart Rate Variability Monitoring Based on Doppler Radar Using Deep Learning,.

Transformer-Based Heartbeat Monitoring with FMCW Radar Under Random Body Motion Heart Rate Variability Monitoring Based on Doppler Radar Using Deep Learning,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-29T10:27:06.532807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3558f35-2816-4b66-86dd-17c7a6c76bad · outbound

This paper cites Segmentation of Radar-Recorded Heart Sound Signals Using Bidirectional LSTM Networks,.

Transformer-Based Heartbeat Monitoring with FMCW Radar Under Random Body Motion Segmentation of Radar-Recorded Heart Sound Signals Using Bidirectional LSTM Networks,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-29T10:27:06.532807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11273b21-0d07-4078-abe3-52e155aaf84f · outbound

This paper cites Multi-Feature Transformer-Based Learning for Remote and Accurate Vital Sign Es- timation Using mmWave FMCW Radar,.

Transformer-Based Heartbeat Monitoring with FMCW Radar Under Random Body Motion Multi-Feature Transformer-Based Learning for Remote and Accurate Vital Sign Es- timation Using mmWave FMCW Radar,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-29T10:27:06.532807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32233c5c-0967-4680-85e6-73b28a55ec2c · outbound

This paper cites Radar-based heartbeat monitoring in dynamic scenar- ios,.

Transformer-Based Heartbeat Monitoring with FMCW Radar Under Random Body Motion Radar-based heartbeat monitoring in dynamic scenar- ios,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-29T10:27:06.532807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5236ad4-0af6-4047-9fad-9e45bb45dda2 · outbound

This paper cites Tune: A Research Platform for Distributed Model Selection and Training.

Transformer-Based Heartbeat Monitoring with FMCW Radar Under Random Body Motion Tune: A Research Platform for Distributed Model Selection and Training

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-06-29T13:23:28.783429Z

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 9bf7e754-cd80-4750-af73-3f5ee62f63f5 · outbound

This paper cites A system for massively parallel hyperparameter tuning,.

Transformer-Based Heartbeat Monitoring with FMCW Radar Under Random Body Motion A system for massively parallel hyperparameter tuning,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-29T10:27:06.532807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4647db63-27ab-4ccc-bee6-87d5fbec403f · outbound

This paper cites Making a science of model search: Hyperparameter optimization in hundreds of dimensions for vision architectures,.

Transformer-Based Heartbeat Monitoring with FMCW Radar Under Random Body Motion Making a science of model search: Hyperparameter optimization in hundreds of dimensions for vision architectures,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-06-29T10:27:06.532807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.