Paper Citation Record · LEDGER

LoFi: Vision-Aided Label Generator for Wi-Fi Localization and Tracking

As of 19 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 1 inbound Pith citation observation for arXiv:2412.05074.

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

pith.paper-citation-record.v1
2412.05074 v4

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T20:59:12.465170Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T22:39:43.931534Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-15T22:39:44.106240Z

Reference resolution

28 of 28 outbound references displayed

verified exact0
verified fuzzy24
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 484ab03d-100e-4faf-bdc9-8ccdbfdb413f · outbound

This paper cites A comprehensive survey of indoor localization methods based on computer vision,.

LoFi: Vision-Aided Label Generator for Wi-Fi Localization and Tracking A comprehensive survey of indoor localization methods based on computer vision,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:59:13.057316Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ac29fe0d-ca53-443a-bb37-ea13501ff3d4 · outbound

This paper cites A sin- gle lidar-based feature fusion indoor localization algorithm,.

LoFi: Vision-Aided Label Generator for Wi-Fi Localization and Tracking A sin- gle lidar-based feature fusion indoor localization algorithm,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:59:13.039860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b1027781-298b-46da-b0bc-6151fb4baec9 · outbound

This paper cites Indoor location position based on bluetooth signal strength,.

LoFi: Vision-Aided Label Generator for Wi-Fi Localization and Tracking Indoor location position based on bluetooth signal strength,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:59:13.021964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 35e219ea-e571-4fef-8cf2-6505270a640f · outbound

This paper cites Sifi: Siamese networks based csi fingerprint indoor localization with wifi,.

LoFi: Vision-Aided Label Generator for Wi-Fi Localization and Tracking Sifi: Siamese networks based csi fingerprint indoor localization with wifi,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:59:13.007320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ac946fdf-16dc-42c5-bfcb-fbe201bd7406 · outbound

This paper cites Witraj: Robust indoor motion tracking with wifi signals,.

LoFi: Vision-Aided Label Generator for Wi-Fi Localization and Tracking Witraj: Robust indoor motion tracking with wifi signals,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:59:12.984314Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 519754a8-7d4b-425d-89e8-e794d9201daa · outbound

This paper cites Reliable trajectory classification using wi-fi signal strength in indoor scenarios,.

LoFi: Vision-Aided Label Generator for Wi-Fi Localization and Tracking Reliable trajectory classification using wi-fi signal strength in indoor scenarios,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:59:12.968721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3bb09e1d-169f-415a-812a-5f88a775b7a3 · outbound

This paper cites Deepfi: Deep learning for indoor fingerprinting using channel state information,.

LoFi: Vision-Aided Label Generator for Wi-Fi Localization and Tracking Deepfi: Deep learning for indoor fingerprinting using channel state information,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:59:12.954862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0b69effe-cf99-479a-8851-a0359186af4e · outbound

This paper cites Csi phase fingerprinting for indoor localization with a deep learning approach,.

LoFi: Vision-Aided Label Generator for Wi-Fi Localization and Tracking Csi phase fingerprinting for indoor localization with a deep learning approach,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:59:12.925949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ab3c775c-217f-4291-bb3e-6710723949f3 · outbound

This paper cites Bls-location: A wireless fingerprint localization algorithm based on broad learning,.

LoFi: Vision-Aided Label Generator for Wi-Fi Localization and Tracking Bls-location: A wireless fingerprint localization algorithm based on broad learning,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:59:12.904433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f25b7fef-fefb-4e78-ae11-0a92925d9237 · outbound

This paper cites Intelligent fingerprint-based localization scheme using csi images for internet of things,.

LoFi: Vision-Aided Label Generator for Wi-Fi Localization and Tracking Intelligent fingerprint-based localization scheme using csi images for internet of things,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:59:12.889185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5ab45352-ca13-4e71-b61b-5077ce105332 · outbound

This paper cites An improved csi based device free in- door localization using machine learning based classification approach,.

LoFi: Vision-Aided Label Generator for Wi-Fi Localization and Tracking An improved csi based device free in- door localization using machine learning based classification approach,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:59:12.864809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 737c4d30-5872-4038-a23c-240d792e8164 · outbound

This paper cites A multi-view discriminant learning approach for indoor localization using amplitude and phase features of csi,.

LoFi: Vision-Aided Label Generator for Wi-Fi Localization and Tracking A multi-view discriminant learning approach for indoor localization using amplitude and phase features of csi,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:59:12.845532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation dd0e4a29-556b-40f2-ba1f-ec2fb22529ce · outbound

This paper cites Learning spatiotemporal features of csi for indoor localization with dual-stream 3d convolutional neural networks,.

LoFi: Vision-Aided Label Generator for Wi-Fi Localization and Tracking Learning spatiotemporal features of csi for indoor localization with dual-stream 3d convolutional neural networks,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:59:12.826449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f0184ce6-1b43-47af-9eae-059343914965 · outbound

This paper cites Extreme learning machine and adaboost-based localization using csi and rssi,.

LoFi: Vision-Aided Label Generator for Wi-Fi Localization and Tracking Extreme learning machine and adaboost-based localization using csi and rssi,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:59:12.807472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d3919461-a45c-47b4-b822-a5c6061a5d38 · outbound

This paper cites Juindoor- loc: A ubiquitous framework for smartphone-based indoor localization subject to context and device heterogeneity,.

LoFi: Vision-Aided Label Generator for Wi-Fi Localization and Tracking Juindoor- loc: A ubiquitous framework for smartphone-based indoor localization subject to context and device heterogeneity,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:59:12.780063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1691f47b-38bc-4e25-b145-7922545576f7 · outbound

This paper cites Long-term wifi fingerprinting dataset for research on robust indoor positioning,.

LoFi: Vision-Aided Label Generator for Wi-Fi Localization and Tracking Long-term wifi fingerprinting dataset for research on robust indoor positioning,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:59:12.753641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 41a2cf75-a961-4b28-b44f-7df7b663b533 · outbound

This paper cites Wivelo: Fine-grained walking velocity estimation for wi-fi passive tracking,.

LoFi: Vision-Aided Label Generator for Wi-Fi Localization and Tracking Wivelo: Fine-grained walking velocity estimation for wi-fi passive tracking,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:59:12.725052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8516f3b6-b558-45fc-b3c0-110a11c3e283 · outbound

This paper cites Novel massive mimo channel sounding data applied to deep learning-based indoor positioning,.

LoFi: Vision-Aided Label Generator for Wi-Fi Localization and Tracking Novel massive mimo channel sounding data applied to deep learning-based indoor positioning,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:59:12.698917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 935e6fbf-408c-431c-bf0b-3457edeb6b29 · outbound

This paper cites Deep-learning-based wi-fi indoor positioning system using continuous csi of trajectories,.

LoFi: Vision-Aided Label Generator for Wi-Fi Localization and Tracking Deep-learning-based wi-fi indoor positioning system using continuous csi of trajectories,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:59:12.676862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6d4df54d-3209-46bf-a8f2-b0a233b13004 · outbound

This paper cites You only look once: Unified, real-time object detection,.

LoFi: Vision-Aided Label Generator for Wi-Fi Localization and Tracking You only look once: Unified, real-time object detection,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:59:12.658277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f74936ae-6967-4ade-ae88-f47da816dfd7 · outbound

This paper cites Bradski, A.

LoFi: Vision-Aided Label Generator for Wi-Fi Localization and Tracking Bradski, A

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:59:12.641477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d72f3e55-8810-47b7-8525-441f3849e3f3 · outbound

This paper cites Finding the Missing Data: A BERT-inspired Approach Against Package Loss in Wireless Sensing.

LoFi: Vision-Aided Label Generator for Wi-Fi Localization and Tracking Finding the Missing Data: A BERT-inspired Approach Against Package Loss in Wireless Sensing

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T20:59:12.428365Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3cd9f7b3-0bc6-42d7-8c45-f8fc83707cf7 · outbound

This paper cites Histograms of oriented gradients for human detection,.

LoFi: Vision-Aided Label Generator for Wi-Fi Localization and Tracking Histograms of oriented gradients for human detection,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:59:12.622625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2037232f-85e4-4b3e-b646-36d1bfe0b0aa · outbound

This paper cites Rapid object detection using a boosted cascade of simple features,.

LoFi: Vision-Aided Label Generator for Wi-Fi Localization and Tracking Rapid object detection using a boosted cascade of simple features,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:59:12.601713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 079a0295-b910-450e-91d8-ba26362212ed · outbound

This paper cites Deep residual learning for image recognition,.

LoFi: Vision-Aided Label Generator for Wi-Fi Localization and Tracking Deep residual learning for image recognition,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T20:59:12.446693Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0695add6-88f2-4e30-8c9b-1f884b9903f8 · outbound

This paper cites Recurrent neural networks,.

LoFi: Vision-Aided Label Generator for Wi-Fi Localization and Tracking Recurrent neural networks,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:59:12.567063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 82ff3a77-f45c-4bd7-a879-cb03ef19788b · outbound

This paper cites Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation.

LoFi: Vision-Aided Label Generator for Wi-Fi Localization and Tracking Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T20:59:12.457318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 779f0f72-3e44-4332-93af-61a9928f2caf · outbound

This paper cites Long short-term memory,.

LoFi: Vision-Aided Label Generator for Wi-Fi Localization and Tracking Long short-term memory,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-11T20:59:12.465170Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 9405cba4-80e5-4ea6-b2e1-1861e30b794e · inbound

A Short Overview of Multi-Modal Wi-Fi Sensing cites this paper.

A Short Overview of Multi-Modal Wi-Fi Sensing LoFi: Vision-Aided Label Generator for Wi-Fi Localization and Tracking

Reference 37

Resolution: verified exact; local_arxiv, observed 2026-08-15T22:39:44.111779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.