Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-15T09:24:29.036491Z
Paper Citation Record · LEDGER
Edge-Efficient Two-Stream Multimodal Architecture for Non-Intrusive Bathroom Fall Detection
As of 11 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 0 inbound Pith citation observations for arXiv:2603.17069.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
29 of 29 outbound references displayed
- verified exact0
- verified fuzzy28
- unresolved1
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation aea89a24-2e75-45d8-8b99-6f6c700a9361 · outbound
This paper cites an unresolved cited work.
Edge-Efficient Two-Stream Multimodal Architecture for Non-Intrusive Bathroom Fall Detection Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-05-15T09:25:22.735921Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 67554c4d-71fc-4f5b-8b81-5d7b8f4d6f04 · outbound
This paper cites Fall risk assessment scales: a systematic literature review.
Edge-Efficient Two-Stream Multimodal Architecture for Non-Intrusive Bathroom Fall Detection Fall risk assessment scales: a systematic literature review
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-15T09:25:22.740793Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f89cbbf1-c8ee-4e1f-b543-3303148ce3d8 · outbound
This paper cites Elderly fall detection systems: a literature survey.
Edge-Efficient Two-Stream Multimodal Architecture for Non-Intrusive Bathroom Fall Detection Elderly fall detection systems: a literature survey
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-15T09:25:22.702989Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 897a3470-c848-4403-9eeb-1b5b55e27012 · outbound
This paper cites Care needs of the elderly who live alone: an intersectoral perception.
Edge-Efficient Two-Stream Multimodal Architecture for Non-Intrusive Bathroom Fall Detection Care needs of the elderly who live alone: an intersectoral perception
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-15T09:25:22.653412Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 252c1ac5-c6af-4707-9776-6700835f79e3 · outbound
This paper cites P2mfds: A privacy-preserving multimodal fall detection system for elderly people in bathroom environments.
Edge-Efficient Two-Stream Multimodal Architecture for Non-Intrusive Bathroom Fall Detection P2mfds: A privacy-preserving multimodal fall detection system for elderly people in bathroom environments
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-15T09:25:22.643942Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 2ecc6752-2cbb-4b95-b26a-d0494318bb41 · outbound
This paper cites Millimeter-wave radar-based elderly fall detection fed by one-dimensional point cloud and doppler.
Edge-Efficient Two-Stream Multimodal Architecture for Non-Intrusive Bathroom Fall Detection Millimeter-wave radar-based elderly fall detection fed by one-dimensional point cloud and doppler
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-15T09:25:22.663787Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f553d8e6-6a1d-4971-b83a-7b31927b18f1 · outbound
This paper cites Fall detection system based on lstm-transformer and fmcw radar.
Edge-Efficient Two-Stream Multimodal Architecture for Non-Intrusive Bathroom Fall Detection Fall detection system based on lstm-transformer and fmcw radar
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-15T09:25:22.717014Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 70eae981-07ea-46e4-a8b2-c2818cee33ad · outbound
This paper cites Fall detection in elderly people: a systematic review of ambient assisted living and smart home-related technology performance.
Edge-Efficient Two-Stream Multimodal Architecture for Non-Intrusive Bathroom Fall Detection Fall detection in elderly people: a systematic review of ambient assisted living and smart home-related technology performance
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-15T09:25:22.634913Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation d601be2e-07a9-48c7-811c-6122e55f5e8c · outbound
This paper cites High-definition 3d point cloud mapping of the city of subiaco in western australia.
Edge-Efficient Two-Stream Multimodal Architecture for Non-Intrusive Bathroom Fall Detection High-definition 3d point cloud mapping of the city of subiaco in western australia
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-15T09:25:22.698674Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f6b1a1f2-30aa-4080-9bf6-f5783a3ebcaf · outbound
This paper cites A survey on fall detection: principles and approaches.
Edge-Efficient Two-Stream Multimodal Architecture for Non-Intrusive Bathroom Fall Detection A survey on fall detection: principles and approaches
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-15T09:25:22.745766Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 3f0f2aaf-6cdc-4674-8e82-ac29acf06ef4 · outbound
This paper cites Challenges, issues and trends in fall detection systems.
Edge-Efficient Two-Stream Multimodal Architecture for Non-Intrusive Bathroom Fall Detection Challenges, issues and trends in fall detection systems
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-15T09:25:22.755169Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 870cc25d-4155-4af2-be0d-d45a5e324e49 · outbound
This paper cites Range–doppler radar sensor fusion for fall detection.
Edge-Efficient Two-Stream Multimodal Architecture for Non-Intrusive Bathroom Fall Detection Range–doppler radar sensor fusion for fall detection
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-15T09:25:22.731467Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 9407bed9-2465-4342-8ae2-878c041ba4ad · outbound
This paper cites Smart seismic sensing for indoor fall detection, location, and notification.
Edge-Efficient Two-Stream Multimodal Architecture for Non-Intrusive Bathroom Fall Detection Smart seismic sensing for indoor fall detection, location, and notification
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-15T09:25:22.694052Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 2bec6a77-fb10-48d0-8092-1fd15216044a · outbound
This paper cites Feature diversity for fall detection and indoor activities classification using radar systems.
Edge-Efficient Two-Stream Multimodal Architecture for Non-Intrusive Bathroom Fall Detection Feature diversity for fall detection and indoor activities classification using radar systems
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-15T09:25:22.658772Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 23023176-9885-484e-9b75-759ce7774cb4 · outbound
This paper cites Fall detection using standoff radar-based sensing and deep convolutional neural network.
Edge-Efficient Two-Stream Multimodal Architecture for Non-Intrusive Bathroom Fall Detection Fall detection using standoff radar-based sensing and deep convolutional neural network
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-15T09:25:22.689750Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 5009ca98-759c-48ed-b8d8-bb6d3258d951 · outbound
This paper cites Bawseg: A uav multispectral benchmark for barley weed segmentation.
Edge-Efficient Two-Stream Multimodal Architecture for Non-Intrusive Bathroom Fall Detection Bawseg: A uav multispectral benchmark for barley weed segmentation
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-15T09:25:22.625774Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 53bca8da-7d2c-4db9-a05c-d25311ec8263 · outbound
This paper cites Fall detection of elderly through floor vibrations and sound.
Edge-Efficient Two-Stream Multimodal Architecture for Non-Intrusive Bathroom Fall Detection Fall detection of elderly through floor vibrations and sound
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-15T09:25:22.648345Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 5b2a8a1b-a9ec-4cd7-b5e3-7002cb58f13c · outbound
This paper cites Feasibility of using floor vibration to detect human falls.
Edge-Efficient Two-Stream Multimodal Architecture for Non-Intrusive Bathroom Fall Detection Feasibility of using floor vibration to detect human falls
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-15T09:25:22.668244Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 2dd110dc-c7f8-4870-a783-0f8cdbef8a65 · outbound
This paper cites Detection of human fall using floor vibration and multi- features semi-supervised svm.
Edge-Efficient Two-Stream Multimodal Architecture for Non-Intrusive Bathroom Fall Detection Detection of human fall using floor vibration and multi- features semi-supervised svm
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-15T09:25:22.726686Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 0712a707-a932-4661-99c0-3c11dce1044a · outbound
This paper cites Vision and inertial sensing fusion for human action recognition: A review.
Edge-Efficient Two-Stream Multimodal Architecture for Non-Intrusive Bathroom Fall Detection Vision and inertial sensing fusion for human action recognition: A review
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-15T09:25:22.750650Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 87db42b7-e983-4fc0-8cca-aea34edbb8fa · outbound
This paper cites Egofalls: a visual-audio dataset and benchmark for fall detection using egocentric cameras.
Edge-Efficient Two-Stream Multimodal Architecture for Non-Intrusive Bathroom Fall Detection Egofalls: a visual-audio dataset and benchmark for fall detection using egocentric cameras
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-15T09:25:22.672661Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 7125527d-946e-4d08-a45e-89c89d8a264e · outbound
This paper cites Multispectral remote sensing for weed detection in west australian agricultural lands.
Edge-Efficient Two-Stream Multimodal Architecture for Non-Intrusive Bathroom Fall Detection Multispectral remote sensing for weed detection in west australian agricultural lands
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-15T09:25:22.685333Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation fabacf1d-39c0-4faf-b521-4534caa84b3c · outbound
This paper cites Radar-based fall detection: A survey.
Edge-Efficient Two-Stream Multimodal Architecture for Non-Intrusive Bathroom Fall Detection Radar-based fall detection: A survey
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-15T09:25:22.639399Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation d4c33ddf-cc6b-43e5-9fe2-d0765ead8b78 · outbound
This paper cites The generalized correlation method for estimation of time delay.
Edge-Efficient Two-Stream Multimodal Architecture for Non-Intrusive Bathroom Fall Detection The generalized correlation method for estimation of time delay
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-15T09:25:22.680950Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 6ba35a9a-d9ba-40fc-ac8b-19f290aecd70 · outbound
This paper cites Dynamic programming algorithm optimization for spoken word recognition.
Edge-Efficient Two-Stream Multimodal Architecture for Non-Intrusive Bathroom Fall Detection Dynamic programming algorithm optimization for spoken word recognition
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-15T09:25:22.676601Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 09f0a845-a8ce-4998-b9a7-eca26badd933 · outbound
This paper cites Mamba: linear-time sequence modeling with selective state spaces.
Edge-Efficient Two-Stream Multimodal Architecture for Non-Intrusive Bathroom Fall Detection Mamba: linear-time sequence modeling with selective state spaces
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-15T09:25:22.630268Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e9aa6aa7-657b-4bc2-bf4d-b52aac4decb5 · outbound
This paper cites Evaluation of a threshold-based tri-axial accelerometer fall detection algorithm.
Edge-Efficient Two-Stream Multimodal Architecture for Non-Intrusive Bathroom Fall Detection Evaluation of a threshold-based tri-axial accelerometer fall detection algorithm
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-15T09:25:22.707575Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f88b9f77-21c7-4517-9119-1ae109294c70 · outbound
This paper cites Detecting falls with wearable sensors using machine learning techniques.
Edge-Efficient Two-Stream Multimodal Architecture for Non-Intrusive Bathroom Fall Detection Detecting falls with wearable sensors using machine learning techniques
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-15T09:25:22.712391Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 201ce3d2-2f5e-41ba-a03b-a403a0a10bd5 · outbound
This paper cites Heterogeneous sensor data fusion for human falling detection.
Edge-Efficient Two-Stream Multimodal Architecture for Non-Intrusive Bathroom Fall Detection Heterogeneous sensor data fusion for human falling detection
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-15T09:25:22.721886Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Pith citing papers
No inbound Pith citation observations are available.