Paper Citation Record · LEDGER

Koopman Meets Limited Bandwidth: Effect of Quantization on Data-Driven Linear Prediction and Control of Nonlinear Systems

As of 20 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 0 inbound Pith citation observations for arXiv:2501.07714.

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

pith.paper-citation-record.v1
2501.07714 v1

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

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measured 40 of 40 standing notices

One-hop event checks from named stored sources.

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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

40 of 40 outbound references displayed

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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6523a4eb-5fea-41d7-992c-759e249c1bf0 · outbound

This paper cites Hamiltonian systems and transformation in Hilbert space,.

Koopman Meets Limited Bandwidth: Effect of Quantization on Data-Driven Linear Prediction and Control of Nonlinear Systems Hamiltonian systems and transformation in Hilbert space,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:43:10.394016Z

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 0f7491b1-3a2d-4f08-82a9-bc85b07fe24b · outbound

This paper cites Spectral analysis of nonlinear flows,.

Koopman Meets Limited Bandwidth: Effect of Quantization on Data-Driven Linear Prediction and Control of Nonlinear Systems Spectral analysis of nonlinear flows,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:43:10.384553Z

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Observation 1471e0ac-f97b-4d8d-b3c7-0da50bb007c6 · outbound

This paper cites Koopman autoencoder ar- chitecture for current density modeling in kinetic plasma simulations,.

Koopman Meets Limited Bandwidth: Effect of Quantization on Data-Driven Linear Prediction and Control of Nonlinear Systems Koopman autoencoder ar- chitecture for current density modeling in kinetic plasma simulations,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:43:10.376016Z

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Observation efb3349c-b0eb-45a6-9b1f-5dbaac9a1595 · outbound

This paper cites Se(3) koopman-mpc: Data-driven learning and control of quadrotor uavs,.

Koopman Meets Limited Bandwidth: Effect of Quantization on Data-Driven Linear Prediction and Control of Nonlinear Systems Se(3) koopman-mpc: Data-driven learning and control of quadrotor uavs,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:43:10.367817Z

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Observation eabeb4fa-8937-4189-bdd5-1ee3eca05818 · outbound

This paper cites Data-driven analysis and forecasting of highway tra ffic dynamics,.

Koopman Meets Limited Bandwidth: Effect of Quantization on Data-Driven Linear Prediction and Control of Nonlinear Systems Data-driven analysis and forecasting of highway tra ffic dynamics,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:43:10.359922Z

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Observation 9dede9d1-d901-4250-80c4-e1281fd1422c · outbound

This paper cites Optimizing neural networks via koopman operator theory,.

Koopman Meets Limited Bandwidth: Effect of Quantization on Data-Driven Linear Prediction and Control of Nonlinear Systems Optimizing neural networks via koopman operator theory,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:43:10.352275Z

Source-reported events for the cited work

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Observation 27bfe7bc-013d-4d14-8f2f-20816a4a2d1e · outbound

This paper cites A data–driven approximation of the Koopman operator: extending Dynamic Mode Decomposition,.

Koopman Meets Limited Bandwidth: Effect of Quantization on Data-Driven Linear Prediction and Control of Nonlinear Systems A data–driven approximation of the Koopman operator: extending Dynamic Mode Decomposition,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:43:10.344650Z

Source-reported events for the cited work

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Observation 2057e857-47cd-4add-9f18-ef1e0dfe2545 · outbound

This paper cites Linear predictors for nonlinear dynamical sys- tems: Koopman operator meets model predictive control,.

Koopman Meets Limited Bandwidth: Effect of Quantization on Data-Driven Linear Prediction and Control of Nonlinear Systems Linear predictors for nonlinear dynamical sys- tems: Koopman operator meets model predictive control,

Reference 8

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Source-reported events for the cited work

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Observation b507bc5c-8518-4996-936a-a905679e9673 · outbound

This paper cites Ergodic theory, dynamic mode decomposition, and computation of spectral properties of the koopman operator,.

Koopman Meets Limited Bandwidth: Effect of Quantization on Data-Driven Linear Prediction and Control of Nonlinear Systems Ergodic theory, dynamic mode decomposition, and computation of spectral properties of the koopman operator,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:43:10.333707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 4c778ae7-85ed-423c-a38e-f1ef700e3775 · outbound

This paper cites Centering data improves the dynamic mode decomposition,.

Koopman Meets Limited Bandwidth: Effect of Quantization on Data-Driven Linear Prediction and Control of Nonlinear Systems Centering data improves the dynamic mode decomposition,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:43:10.325354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a32ff498-f25e-471d-8d41-d8a19d138d35 · outbound

This paper cites E ffects of spatial resolution of the data on dynamic mode decomposition and its quantitative analysis,.

Koopman Meets Limited Bandwidth: Effect of Quantization on Data-Driven Linear Prediction and Control of Nonlinear Systems E ffects of spatial resolution of the data on dynamic mode decomposition and its quantitative analysis,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:43:10.317795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 14150eb5-d806-412a-8121-e3f43fd92d87 · outbound

This paper cites Koopnet: Joint learning of koopman bilinear models and function dictionaries with application to quadrotor trajectory tracking,.

Koopman Meets Limited Bandwidth: Effect of Quantization on Data-Driven Linear Prediction and Control of Nonlinear Systems Koopnet: Joint learning of koopman bilinear models and function dictionaries with application to quadrotor trajectory tracking,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:43:10.308983Z

Source-reported events for the cited work

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Observation c79f5b9f-1955-43cd-8825-2a366ad39a4b · outbound

This paper cites Machine learning on small uavs,.

Koopman Meets Limited Bandwidth: Effect of Quantization on Data-Driven Linear Prediction and Control of Nonlinear Systems Machine learning on small uavs,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:43:10.300997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 850b3aae-a3e9-484d-a3be-dbd9b86c826e · outbound

This paper cites Stabilizability of stochastic linear systems with finite feedback data rates,.

Koopman Meets Limited Bandwidth: Effect of Quantization on Data-Driven Linear Prediction and Control of Nonlinear Systems Stabilizability of stochastic linear systems with finite feedback data rates,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:43:10.292914Z

Source-reported events for the cited work

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Observation a3e232ae-1eee-49bf-be5e-0271dcb47f01 · outbound

This paper cites Optimal controller synthesis and dynamic quantizer switching for linear-quadratic-Gaussian systems,.

Koopman Meets Limited Bandwidth: Effect of Quantization on Data-Driven Linear Prediction and Control of Nonlinear Systems Optimal controller synthesis and dynamic quantizer switching for linear-quadratic-Gaussian systems,

Reference 15

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Observation a1d9da46-019f-4776-a570-00535d5cb807 · outbound

This paper cites Optimal quantizer scheduling and controller synthesis for partially observable linear systems,.

Koopman Meets Limited Bandwidth: Effect of Quantization on Data-Driven Linear Prediction and Control of Nonlinear Systems Optimal quantizer scheduling and controller synthesis for partially observable linear systems,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-10T20:43:10.011009Z

Source-reported events for the cited work

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Observation d427abe8-22a1-449d-a264-58ffa641c3cd · outbound

This paper cites Dithered quantizers,.

Koopman Meets Limited Bandwidth: Effect of Quantization on Data-Driven Linear Prediction and Control of Nonlinear Systems Dithered quantizers,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:43:10.277219Z

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Observation 1a6fe09c-56b4-41b1-8f83-7f18c4fc3328 · outbound

This paper cites On the Effect of Quantization on Dynamic Mode Decomposition.

Koopman Meets Limited Bandwidth: Effect of Quantization on Data-Driven Linear Prediction and Control of Nonlinear Systems On the Effect of Quantization on Dynamic Mode Decomposition

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-08-10T20:43:10.117248Z

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e35c9bc7-e7db-4b42-87f4-cef81f00e725 · outbound

This paper cites On the Effect of Quantization on Extended Dynamic Mode Decomposition.

Koopman Meets Limited Bandwidth: Effect of Quantization on Data-Driven Linear Prediction and Control of Nonlinear Systems On the Effect of Quantization on Extended Dynamic Mode Decomposition

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-08-10T20:43:10.105684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 29df76aa-c7ad-44bf-bdb7-f3b4348757cc · outbound

This paper cites Dynamic mode decomposition of numerical and experi- mental data,.

Koopman Meets Limited Bandwidth: Effect of Quantization on Data-Driven Linear Prediction and Control of Nonlinear Systems Dynamic mode decomposition of numerical and experi- mental data,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-10T20:43:10.023046Z

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Observation 41ac082f-a40f-4d2c-8d85-f0f8c4753490 · outbound

This paper cites Linearly recurrent autoencoder networks for learning dynamics,.

Koopman Meets Limited Bandwidth: Effect of Quantization on Data-Driven Linear Prediction and Control of Nonlinear Systems Linearly recurrent autoencoder networks for learning dynamics,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:43:10.263872Z

Source-reported events for the cited work

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Observation 990131a3-8ef0-4ed0-9273-330dc6bcb802 · outbound

This paper cites Learning deep neural network representations for koopman operators of nonlinear dynamical systems,.

Koopman Meets Limited Bandwidth: Effect of Quantization on Data-Driven Linear Prediction and Control of Nonlinear Systems Learning deep neural network representations for koopman operators of nonlinear dynamical systems,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:43:10.256140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 43cef85b-f920-46cf-9ec0-292ff471bffc · outbound

This paper cites Bilinearization, reachability, and op- timal control of control-a ffine nonlinear systems: A koopman spectral approach,.

Koopman Meets Limited Bandwidth: Effect of Quantization on Data-Driven Linear Prediction and Control of Nonlinear Systems Bilinearization, reachability, and op- timal control of control-a ffine nonlinear systems: A koopman spectral approach,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:43:10.248528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a217788f-839c-47fe-a7f7-964cdd9be131 · outbound

This paper cites Data-driven model predictive control using interpolated Koopman generators,.

Koopman Meets Limited Bandwidth: Effect of Quantization on Data-Driven Linear Prediction and Control of Nonlinear Systems Data-driven model predictive control using interpolated Koopman generators,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:43:10.240897Z

Source-reported events for the cited work

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Observation 667cf2e5-7f61-45ed-87c8-807a7e7a7645 · outbound

This paper cites Dither signals and their e ffect on quantization noise,.

Koopman Meets Limited Bandwidth: Effect of Quantization on Data-Driven Linear Prediction and Control of Nonlinear Systems Dither signals and their e ffect on quantization noise,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:43:10.232038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5ee40859-8e79-4fcf-b30f-c524f1ef8ac4 · outbound

This paper cites Quantization and dither: A theoretical survey,.

Koopman Meets Limited Bandwidth: Effect of Quantization on Data-Driven Linear Prediction and Control of Nonlinear Systems Quantization and dither: A theoretical survey,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-10T20:43:10.038915Z

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Observation dcf1454d-7fca-4999-b457-986725124946 · outbound

This paper cites Picture coding using pseudo-random noise,.

Koopman Meets Limited Bandwidth: Effect of Quantization on Data-Driven Linear Prediction and Control of Nonlinear Systems Picture coding using pseudo-random noise,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:43:10.220080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c3704ebc-0126-4e22-be76-cbf42d0b068a · outbound

This paper cites Structural stabilization and quenching by dither in nonlinear systems,.

Koopman Meets Limited Bandwidth: Effect of Quantization on Data-Driven Linear Prediction and Control of Nonlinear Systems Structural stabilization and quenching by dither in nonlinear systems,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:43:10.212639Z

Source-reported events for the cited work

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Observation 60f4fea3-3046-471b-96ab-7332a7e1933f · outbound

This paper cites Application of a method of averaging to the study of dithers in non-linear systems,.

Koopman Meets Limited Bandwidth: Effect of Quantization on Data-Driven Linear Prediction and Control of Nonlinear Systems Application of a method of averaging to the study of dithers in non-linear systems,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:43:10.205657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e0814f81-175f-41cd-a797-9c4739fbfd9b · outbound

This paper cites Dither for smoothing relay feedback systems,.

Koopman Meets Limited Bandwidth: Effect of Quantization on Data-Driven Linear Prediction and Control of Nonlinear Systems Dither for smoothing relay feedback systems,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:43:10.198404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation cdd8afe9-7f35-4578-b928-f0b204bef905 · outbound

This paper cites A framework for control system design subject to average data-rate constraints,.

Koopman Meets Limited Bandwidth: Effect of Quantization on Data-Driven Linear Prediction and Control of Nonlinear Systems A framework for control system design subject to average data-rate constraints,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:43:10.191233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation aab7f82e-835c-4892-8cd5-c7cab6e4141d · outbound

This paper cites Performance analysis of ran- dom dither quantizers in feedback control systems,.

Koopman Meets Limited Bandwidth: Effect of Quantization on Data-Driven Linear Prediction and Control of Nonlinear Systems Performance analysis of ran- dom dither quantizers in feedback control systems,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:43:10.182468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 589bd42d-7fc1-412f-91ff-41ac827b1d9c · outbound

This paper cites Stationary performance evaluation of control systems with random dither quantization,.

Koopman Meets Limited Bandwidth: Effect of Quantization on Data-Driven Linear Prediction and Control of Nonlinear Systems Stationary performance evaluation of control systems with random dither quantization,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:43:10.174978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f6850f99-1abb-4eb5-b3dd-2f74004a9678 · outbound

This paper cites Effects of quantization and dithering in privacy analysis for a networked control system,.

Koopman Meets Limited Bandwidth: Effect of Quantization on Data-Driven Linear Prediction and Control of Nonlinear Systems Effects of quantization and dithering in privacy analysis for a networked control system,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:43:10.167462Z

Source-reported events for the cited work

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Observation ca7d81d8-5035-448c-82fb-e960795dc606 · outbound

This paper cites Statistical analysis of amplitude-quantized sampled-data systems,.

Koopman Meets Limited Bandwidth: Effect of Quantization on Data-Driven Linear Prediction and Control of Nonlinear Systems Statistical analysis of amplitude-quantized sampled-data systems,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:43:10.159383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c29e2342-ba8a-4f66-98ec-44fc6c4605c4 · outbound

This paper cites Characterizing and correcting for the e ffect of sensor noise in the dynamic mode decomposition,.

Koopman Meets Limited Bandwidth: Effect of Quantization on Data-Driven Linear Prediction and Control of Nonlinear Systems Characterizing and correcting for the e ffect of sensor noise in the dynamic mode decomposition,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:43:10.151475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 78363775-157c-4f89-a483-3069bcf9f809 · outbound

This paper cites Approximating the koopman operator using noisy data: noise-resilient extended dynamic mode decomposition,.

Koopman Meets Limited Bandwidth: Effect of Quantization on Data-Driven Linear Prediction and Control of Nonlinear Systems Approximating the koopman operator using noisy data: noise-resilient extended dynamic mode decomposition,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:43:10.143664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f62c874f-69ce-48a5-bd0a-0f3a7068bc4a · outbound

This paper cites Experimental physical parameter estimation of a thyristor driven dc-motor using the hmf-method,.

Koopman Meets Limited Bandwidth: Effect of Quantization on Data-Driven Linear Prediction and Control of Nonlinear Systems Experimental physical parameter estimation of a thyristor driven dc-motor using the hmf-method,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:43:10.135321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 9556bc86-f9c3-460e-94e2-a87a6b4d1a2b · outbound

This paper cites Sen and J.

Koopman Meets Limited Bandwidth: Effect of Quantization on Data-Driven Linear Prediction and Control of Nonlinear Systems Sen and J

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:43:10.126816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 837fe82a-1d55-47de-94cd-1fa8c272ca2a · outbound

This paper cites Asymptotics for minimisers of convex processes.

Koopman Meets Limited Bandwidth: Effect of Quantization on Data-Driven Linear Prediction and Control of Nonlinear Systems Asymptotics for minimisers of convex processes

Reference 40

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