Paper Citation Record · LEDGER

Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources

As of 21 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 0 inbound Pith citation observations for arXiv:2608.13248.

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

pith.paper-citation-record.v1
2608.13248 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T15:40:11.331336Z

measured 41 of 41 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

41 of 41 outbound references displayed

verified exact2
verified fuzzy36
unresolved3
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7e81b76c-8156-4fdb-a766-7e12d521c8b4 · outbound

This paper cites Real-time status: How often should one update?.

Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources Real-time status: How often should one update?

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-14T15:40:11.127416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4262bd47-5b6d-44f6-9383-151071383875 · outbound

This paper cites The age of information: Real-time status updating by multiple sources,.

Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources The age of information: Real-time status updating by multiple sources,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:40:12.194036Z

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 4605754b-f951-450c-85e4-0180f8e8f6ec · outbound

This paper cites Age of information: An introduction and survey,.

Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources Age of information: An introduction and survey,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:40:12.177887Z

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 7b95f05b-9c93-45dc-8136-5cce2f9f5781 · outbound

This paper cites Update or wait: How to keep your data fresh,.

Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources Update or wait: How to keep your data fresh,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:40:12.162375Z

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 d692a327-8b45-463c-81df-3a0a903080c6 · outbound

This paper cites Sampling of the Wiener process for remote estimation over a channel with random delay,.

Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources Sampling of the Wiener process for remote estimation over a channel with random delay,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:40:12.147111Z

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 3ae171eb-4549-41cc-a76d-19570c44e6f7 · outbound

This paper cites Sampling and remote estimation for the Ornstein–Uhlenbeck process through queues: Age of information and beyond,.

Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources Sampling and remote estimation for the Ornstein–Uhlenbeck process through queues: Age of information and beyond,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:40:12.131720Z

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 42aaee1e-9a3f-4f02-a5c2-598374c638a1 · outbound

This paper cites Age of Information Optimization for Status Updates in Integrated Sensing and Communication Systems.

Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources Age of Information Optimization for Status Updates in Integrated Sensing and Communication Systems

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-08-14T15:40:11.585950Z

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 ab90b10c-bf35-46d1-8fba-0842cc281ecf · outbound

This paper cites Query age of information: Freshness in pull-based communication,.

Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources Query age of information: Freshness in pull-based communication,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:40:12.116124Z

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 e51c7501-d17c-4e48-b069-677302c8fbfb · outbound

This paper cites Detecting state transitions of a Markov source: Sampling frequency and age trade-off,.

Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources Detecting state transitions of a Markov source: Sampling frequency and age trade-off,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:40:12.101064Z

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 8dea1ced-6b70-4148-9265-4dcb905c97bf · outbound

This paper cites Query-based sampling of heterogeneous CTMCs: Modeling and optimization with binary freshness,.

Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources Query-based sampling of heterogeneous CTMCs: Modeling and optimization with binary freshness,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:40:12.085479Z

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 4001f22f-e5f2-406c-ba9c-4e3340f6b99d · outbound

This paper cites Uncertainty-of-information scheduling: A restless multiarmed bandit framework,.

Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources Uncertainty-of-information scheduling: A restless multiarmed bandit framework,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:40:12.069560Z

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 3d7def39-b25f-4b2b-b781-c521c45948b2 · outbound

This paper cites An index policy for minimizing the uncertainty-of-information of Markov sources,.

Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources An index policy for minimizing the uncertainty-of-information of Markov sources,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:40:12.053327Z

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 fb43bbfb-f6f2-4d86-b114-7a235547d0dd · outbound

This paper cites The age of incorrect information: A new performance metric for status updates,.

Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources The age of incorrect information: A new performance metric for status updates,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:40:12.037614Z

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 e517b932-11b6-4185-b5dd-633df5642178 · outbound

This paper cites Semantic communications in networked systems: A data significance perspective,.

Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources Semantic communications in networked systems: A data significance perspective,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:40:12.022339Z

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 78d816b9-571d-4ff7-b985-3cfb0a939342 · outbound

This paper cites On the relationship between mean absolute error and age of incorrect information in the estimation of a piecewise linear signal over noisy channels,.

Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources On the relationship between mean absolute error and age of incorrect information in the estimation of a piecewise linear signal over noisy channels,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:40:12.006480Z

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 62ce0584-73d0-4e0c-ad44-fbb7475a6def · outbound

This paper cites On the cost of consecutive estimation error: Significance-aware non-linear aging,.

Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources On the cost of consecutive estimation error: Significance-aware non-linear aging,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:40:11.989607Z

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 f25d7c55-974a-4881-9d41-353b1ea3e0aa · outbound

This paper cites The age of incorrect information: An enabler of semantics-empowered communication,.

Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources The age of incorrect information: An enabler of semantics-empowered communication,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:40:11.973191Z

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 30f829d0-4cd0-409f-8365-37f4f71939da · outbound

This paper cites Minimizing the age of incorrect information for real-time tracking of Markov remote sources,.

Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources Minimizing the age of incorrect information for real-time tracking of Markov remote sources,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:40:11.957353Z

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 f6152e17-9e6e-4390-9233-27caf0a80791 · outbound

This paper cites When to pull data from sensors for minimum age of incorrect information,.

Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources When to pull data from sensors for minimum age of incorrect information,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:40:11.942334Z

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 9915d943-a808-4691-abb0-cebfac9db42c · outbound

This paper cites Minimizing age of incorrect information over a channel with random delay,.

Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources Minimizing age of incorrect information over a channel with random delay,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:40:11.926760Z

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 6daefefc-d6e8-47c6-8ab0-2b5a6e682381 · outbound

This paper cites Age of incorrect information with hybrid ARQ under a resource constraint for n-ary symmetric Markov sources,.

Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources Age of incorrect information with hybrid ARQ under a resource constraint for n-ary symmetric Markov sources,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:40:11.911547Z

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 fea58c79-6033-4407-a213-0a1bf9cab07c · outbound

This paper cites Minimizing functions of age of incorrect information for remote estimation,.

Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources Minimizing functions of age of incorrect information for remote estimation,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:40:11.895971Z

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 1047844b-feea-4b94-92ab-50d8a80622eb · outbound

This paper cites Semantic-aware sampling and transmission in real-time tracking systems: A POMDP approach,.

Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources Semantic-aware sampling and transmission in real-time tracking systems: A POMDP approach,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:40:11.880650Z

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 f3fb881b-18ff-423f-8462-d987df52988f · outbound

This paper cites Remote monitoring of two-state Markov sources via random access channels: An information freshness vs. state estimation entropy perspective,.

Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources Remote monitoring of two-state Markov sources via random access channels: An information freshness vs. state estimation entropy perspective,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:40:11.864871Z

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 06da88a4-a176-443b-897e-85c9f01d8e34 · outbound

This paper cites Modeling AoII in push- and pull-based sampling of continuous-time Markov chains,.

Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources Modeling AoII in push- and pull-based sampling of continuous-time Markov chains,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:40:11.847450Z

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 b3ce6778-6ac1-4005-a602-e09de92e7750 · outbound

This paper cites Multi-threshold AoII-optimum sampling policies for continuous-time Markov chain information sources,.

Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources Multi-threshold AoII-optimum sampling policies for continuous-time Markov chain information sources,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:40:11.830807Z

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 4435d3b7-dbb0-4201-994a-29a8a01dfd99 · outbound

This paper cites The optimal control of partially observable Markov processes over a finite horizon,.

Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources The optimal control of partially observable Markov processes over a finite horizon,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:40:11.813774Z

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 5a6c73ee-c6b1-404f-895c-15347e570181 · outbound

This paper cites Planning and acting in partially observable stochastic domains,.

Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources Planning and acting in partially observable stochastic domains,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:40:11.798640Z

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 8da58e9c-b9af-4b39-98ae-5ea1245b0f31 · outbound

This paper cites Partially observable minimum-age scheduling: The greedy policy,.

Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources Partially observable minimum-age scheduling: The greedy policy,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:40:11.783572Z

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 ed806ac1-8b6f-4f5f-aeaa-372f9127097d · outbound

This paper cites Pragmatic communication for remote control of finite-state Markov processes,.

Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources Pragmatic communication for remote control of finite-state Markov processes,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:40:11.767776Z

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 d927875a-52b6-4056-962c-c0a7bb832963 · outbound

This paper cites Age of estimates: When to submit jobs to a Markov machine to maximize revenue,.

Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources Age of estimates: When to submit jobs to a Markov machine to maximize revenue,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:40:11.752684Z

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 ed293b95-fd1f-4632-ba36-c62c6faf4d7b · outbound

This paper cites Joint age-state belief is all you need: Minimizing AoII via pull-based remote estimation,.

Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources Joint age-state belief is all you need: Minimizing AoII via pull-based remote estimation,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:40:11.737607Z

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 1087d518-9a5c-4b45-a7bb-ca3dd5565f89 · outbound

This paper cites Which sensor to observe? timely tracking of a joint Markov source with model predictive control,.

Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources Which sensor to observe? timely tracking of a joint Markov source with model predictive control,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:40:11.721420Z

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 dd4e4f00-458a-4723-99a9-b6d741fcc55f · outbound

This paper cites Multi-stage structured estimators for information freshness,.

Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources Multi-stage structured estimators for information freshness,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:40:11.705428Z

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 90b5516f-f5ec-4d0b-839d-f4983980fecd · outbound

This paper cites Beyond martingale estimators: Structured estimators for maximizing information freshness in query-based update systems,.

Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources Beyond martingale estimators: Structured estimators for maximizing information freshness in query-based update systems,

Reference 35

Resolution: verified exact; raw_fallback, observed 2026-08-14T15:40:11.559661Z

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 eae9f50b-b9f8-4f3c-97ba-44d04e9467a4 · outbound

This paper cites Restless bandits: Activity allocation in a changing world,.

Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources Restless bandits: Activity allocation in a changing world,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:40:11.689085Z

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 f735d3f1-65de-49c6-8537-7fea9305e5a7 · outbound

This paper cites We examine the process until the next successful transmission or until time slotT, whichever occurs first.

Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources We examine the process until the next successful transmission or until time slotT, whichever occurs first

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:40:11.672582Z

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 9810bf7a-913d-4058-8df2-c0063c8494e8 · outbound

This paper cites an unresolved cited work.

Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-14T15:40:11.654157Z

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 6fe0dc74-ccfe-49b2-a0bc-f550960fbdf6 · outbound

This paper cites an unresolved cited work.

Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-14T15:40:11.637419Z

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 f5238c44-dff1-44a2-a3f7-3b77a1b7ab5b · outbound

This paper cites By Lemma 2,u ∗ hyb ∈ Uhyb R.

Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources By Lemma 2,u ∗ hyb ∈ Uhyb R

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:40:11.620723Z

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 94a8722e-4e8a-4275-808d-41a12403d836 · outbound

This paper cites Hence, the passive action must be optimal for both estimators and V ∗ map(b0) =γV map i0 (1), V ∗ hyb,κ(b0) =γV hyb i0 (1).

Age of Incorrect Information for Pull-Based State Estimation of General Markov Sources Hence, the passive action must be optimal for both estimators and V ∗ map(b0) =γV map i0 (1), V ∗ hyb,κ(b0) =γV hyb i0 (1)

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:40:11.604355Z

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.

Pith citing papers

No inbound Pith citation observations are available.