Paper Citation Record · LEDGER

Lightweight and Generalizable Multi-Sensor Human Activity Recognition via Cascaded Fusion and Style-Augmented Decomposition

As of 10 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 0 inbound Pith citation observations for arXiv:2604.08910.

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

pith.paper-citation-record.v1
2604.08910 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-10T18:05:32.249174Z

measured 21 of 21 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

21 of 21 outbound references displayed

verified exact1
verified fuzzy17
unresolved3
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 330919c8-2e5d-482d-b35d-7e3880a6710a · outbound

This paper cites A survey on human activity recognition using wearable sensors.IEEE communications surveys & tutorials, 15(3):1192–1209.

Lightweight and Generalizable Multi-Sensor Human Activity Recognition via Cascaded Fusion and Style-Augmented Decomposition A survey on human activity recognition using wearable sensors.IEEE communications surveys & tutorials, 15(3):1192–1209

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:19:14.220508Z

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 c843ba31-7ff3-47ce-b768-b2d8d80b17d5 · outbound

This paper cites Human activity recognition using wearable sensors, discriminant analysis, and long short-term memory- based neural structured learning.Scientific Reports, 11(1):16455.

Lightweight and Generalizable Multi-Sensor Human Activity Recognition via Cascaded Fusion and Style-Augmented Decomposition Human activity recognition using wearable sensors, discriminant analysis, and long short-term memory- based neural structured learning.Scientific Reports, 11(1):16455

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:19:14.197368Z

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 30639674-24ec-4c67-8e30-560c7fd0eea8 · outbound

This paper cites Human activity recognition: A review of rfid and wearable sensor technologies powered by ai.IEEE Journal of Radio Frequency Identification.

Lightweight and Generalizable Multi-Sensor Human Activity Recognition via Cascaded Fusion and Style-Augmented Decomposition Human activity recognition: A review of rfid and wearable sensor technologies powered by ai.IEEE Journal of Radio Frequency Identification

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:19:14.188733Z

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 f6466d9b-ea0c-4b9b-afef-c8db640aa008 · outbound

This paper cites an unresolved cited work.

Lightweight and Generalizable Multi-Sensor Human Activity Recognition via Cascaded Fusion and Style-Augmented Decomposition Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-05-17T07:19:14.194348Z

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 0565a7eb-5081-4895-a463-8075ed524333 · outbound

This paper cites Explainable ai-driven gait analysis using wearable internet of things (wiot) and human activity recognition.Journal of Intelligent Systems & Internet of Things, 15(2).

Lightweight and Generalizable Multi-Sensor Human Activity Recognition via Cascaded Fusion and Style-Augmented Decomposition Explainable ai-driven gait analysis using wearable internet of things (wiot) and human activity recognition.Journal of Intelligent Systems & Internet of Things, 15(2)

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:19:14.200514Z

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 f106365a-b870-44ab-88d5-d27556740fdd · outbound

This paper cites A Survey on Multimodal Wearable Sensor-based Human Action Recognition.

Lightweight and Generalizable Multi-Sensor Human Activity Recognition via Cascaded Fusion and Style-Augmented Decomposition A Survey on Multimodal Wearable Sensor-based Human Action Recognition

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-11T05:31:00.077942Z

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 a20d8bbb-75bd-44f0-b8cd-7bbc76caa970 · outbound

This paper cites An overview of human activity recognition using wearable sensors: Healthcare and artificial intelligence.

Lightweight and Generalizable Multi-Sensor Human Activity Recognition via Cascaded Fusion and Style-Augmented Decomposition An overview of human activity recognition using wearable sensors: Healthcare and artificial intelligence

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:19:14.191689Z

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 f2fdf3ee-0d00-40bc-8965-0425b96e0d30 · outbound

This paper cites an unresolved cited work.

Lightweight and Generalizable Multi-Sensor Human Activity Recognition via Cascaded Fusion and Style-Augmented Decomposition Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-05-17T07:19:14.178743Z

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 a462038c-150c-4851-a4d0-222db0ae9a59 · outbound

This paper cites Wearable sensors based on artificial intelligence models for human activity recognition.Frontiers in artificial intelligence, 7:1424190.

Lightweight and Generalizable Multi-Sensor Human Activity Recognition via Cascaded Fusion and Style-Augmented Decomposition Wearable sensors based on artificial intelligence models for human activity recognition.Frontiers in artificial intelligence, 7:1424190

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:19:14.185229Z

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 151d0e34-ffbe-471e-9b66-7946ddcd2ecd · outbound

This paper cites Deep learning in human activity recognition with wearable sensors: A review on advances.Sensors, 22(4):1476.

Lightweight and Generalizable Multi-Sensor Human Activity Recognition via Cascaded Fusion and Style-Augmented Decomposition Deep learning in human activity recognition with wearable sensors: A review on advances.Sensors, 22(4):1476

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:19:14.172789Z

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 b234d759-ee43-4220-a78a-004201e62cbf · outbound

This paper cites A profile similarity-based personalized federated learning method for wearable sensor-based human activity recognition.Information & Management, 61(7):103922.

Lightweight and Generalizable Multi-Sensor Human Activity Recognition via Cascaded Fusion and Style-Augmented Decomposition A profile similarity-based personalized federated learning method for wearable sensor-based human activity recognition.Information & Management, 61(7):103922

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:19:14.210975Z

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 a72b2c1b-1af6-4ac3-a982-0a049e6b8e5a · outbound

This paper cites Wearable iot and artificial intelligence techniques for leveraging the human activity analysis.Journal of Smart Internet of Things (JSIoT), 2023(01):32–46.

Lightweight and Generalizable Multi-Sensor Human Activity Recognition via Cascaded Fusion and Style-Augmented Decomposition Wearable iot and artificial intelligence techniques for leveraging the human activity analysis.Journal of Smart Internet of Things (JSIoT), 2023(01):32–46

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:19:14.214199Z

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 d6c61b5b-2991-43f7-b31f-20d95a0427eb · outbound

This paper cites Scalable hierarchical deep neural network for time series analysis in wearable sensor-based human activity recognition.

Lightweight and Generalizable Multi-Sensor Human Activity Recognition via Cascaded Fusion and Style-Augmented Decomposition Scalable hierarchical deep neural network for time series analysis in wearable sensor-based human activity recognition

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:19:14.176006Z

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 04683380-32cb-4578-816c-7f3f2df89e07 · outbound

This paper cites Human activity recognition using wearable sensors by deep convolutional neural networks.

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:19:14.182019Z

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 5e47a9c5-00a4-4231-95bc-d56eb5761255 · outbound

This paper cites Incremental learning to personalize human activity recognition models: the importance of human ai collab- oration.Sensors, 19(23):5151.

Lightweight and Generalizable Multi-Sensor Human Activity Recognition via Cascaded Fusion and Style-Augmented Decomposition Incremental learning to personalize human activity recognition models: the importance of human ai collab- oration.Sensors, 19(23):5151

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:19:14.207675Z

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 7a333f8a-a67e-419e-9763-31abd77c05c5 · outbound

This paper cites Human activity recognition based on wearable sensor using hierarchical deep lstm networks.Circuits, Systems, and Signal Processing, 39(2):837–856.

Lightweight and Generalizable Multi-Sensor Human Activity Recognition via Cascaded Fusion and Style-Augmented Decomposition Human activity recognition based on wearable sensor using hierarchical deep lstm networks.Circuits, Systems, and Signal Processing, 39(2):837–856

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:19:14.217308Z

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 7bb5e1f5-96cd-4805-9881-59eb597536ef · outbound

This paper cites Shallow convolutional neural networks for human activity recognition using wearable sensors.IEEE Transactions on Instrumentation and Measurement, 70:1–11.

Lightweight and Generalizable Multi-Sensor Human Activity Recognition via Cascaded Fusion and Style-Augmented Decomposition Shallow convolutional neural networks for human activity recognition using wearable sensors.IEEE Transactions on Instrumentation and Measurement, 70:1–11

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:19:14.166734Z

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 f6ba778a-3210-4a3d-b869-197c7846dea3 · outbound

This paper cites A lightweight and accurate rnn in wearable embedded systems for human activity recognition.

Lightweight and Generalizable Multi-Sensor Human Activity Recognition via Cascaded Fusion and Style-Augmented Decomposition A lightweight and accurate rnn in wearable embedded systems for human activity recognition

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:19:14.169883Z

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 b85f44fa-b72c-4f46-9d5d-737815ed86ad · outbound

This paper cites Self-supervised learning for human activity recognition using 700,000 person-days of wearable data.NPJ digital medicine, 7(1):91.

Lightweight and Generalizable Multi-Sensor Human Activity Recognition via Cascaded Fusion and Style-Augmented Decomposition Self-supervised learning for human activity recognition using 700,000 person-days of wearable data.NPJ digital medicine, 7(1):91

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:19:14.204306Z

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 60a1a2ba-b80c-42a4-8b00-dc85e4926745 · outbound

This paper cites an unresolved cited work.

Lightweight and Generalizable Multi-Sensor Human Activity Recognition via Cascaded Fusion and Style-Augmented Decomposition Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-05-17T07:19:14.160132Z

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 18b881bd-491b-4f50-9f65-570cacb09dd8 · outbound

This paper cites Logical reasoning for human activity recognition based on multisource data from wearable device.

Lightweight and Generalizable Multi-Sensor Human Activity Recognition via Cascaded Fusion and Style-Augmented Decomposition Logical reasoning for human activity recognition based on multisource data from wearable device

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T07:19:14.163281Z

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.