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Paper Citation Record · LEDGER

A Systematic Mapping Study on Software Architecture for AI-based Mobility Systems

As of 10 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 0 inbound Pith citation observations for arXiv:2506.01595.

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

pith.paper-citation-record.v1
2506.01595 v1

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:42:31.889160Z

measured 24 of 24 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

24 of 24 outbound references displayed

  • verified exact0
  • verified fuzzy21
  • unresolved1
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5f6735c2-6b3e-4a6c-88b8-6016077fc2fe · outbound

This paper cites Experience, results and lessons learned from automated driving on germany’s highways,.

A Systematic Mapping Study on Software Architecture for AI-based Mobility Systems Experience, results and lessons learned from automated driving on germany’s highways,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:42:33.329276Z

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.

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Observation b887a316-d3de-497e-9be4-39f95a3b6ffb · outbound

This paper cites Security at software architecture level: A systematic mapping study,.

A Systematic Mapping Study on Software Architecture for AI-based Mobility Systems Security at software architecture level: A systematic mapping study,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:42:33.265054Z

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.

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Observation ec20f6f3-55e2-4320-aa19-88c5ba4d1d6f · outbound

This paper cites Sphere: A multi- soc architecture for next-generation cyber-physical systems based on heterogeneous platforms,.

A Systematic Mapping Study on Software Architecture for AI-based Mobility Systems Sphere: A multi- soc architecture for next-generation cyber-physical systems based on heterogeneous platforms,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:42:33.221781Z

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.

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Observation 92d81d0e-7c7d-4866-a377-d5a45c1196d7 · outbound

This paper cites A safe, secure, and predictable software architecture for deep learning in safety- critical systems,.

A Systematic Mapping Study on Software Architecture for AI-based Mobility Systems A safe, secure, and predictable software architecture for deep learning in safety- critical systems,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:42:33.162473Z

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.

source=pdf_text observed=2026-08-07T11:42:31.595347Z digest=sha256:c3479f77f04eabe310aa7970227062c741f2c87ea4bb4b2d349cbf7f14c25324

Observation 0f2c1d5f-1fda-4004-bdc5-2b01f688fed7 · outbound

This paper cites The Ethics of Safety-Critical Systems,.

A Systematic Mapping Study on Software Architecture for AI-based Mobility Systems The Ethics of Safety-Critical Systems,

Reference 5

Resolution
metadata mismatch
raw_fallback, observed 2026-08-07T11:42:32.200865Z

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.

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Observation e3f89d2c-66f9-47bb-9bd1-1d2e895b96e2 · outbound

This paper cites Technical architectures for automotive systems,.

A Systematic Mapping Study on Software Architecture for AI-based Mobility Systems Technical architectures for automotive systems,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:42:33.119088Z

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.

source=pdf_text observed=2026-08-07T11:42:31.650257Z digest=sha256:e1c6dccfe49fc49110bc5ae0b3cb5b54bf1c7c8343c58902ec13fb7db60e6c35

Observation 5ef12598-afe6-4a4c-ae17-d5d233342c22 · outbound

This paper cites A coefficient of agreement for nominal scales,.

A Systematic Mapping Study on Software Architecture for AI-based Mobility Systems A coefficient of agreement for nominal scales,

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-07T11:42:31.678241Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:42:31.678241Z digest=sha256:dd80d8c7059c14417f86bb57368e63f079ef7f3fcda3dfb8187c051bcabff8ba

Observation 5b7b7806-a22c-4f7f-9b1d-fff1a0057ae7 · outbound

This paper cites A systematic literature review on the description of software architectures for systems of systems,.

A Systematic Mapping Study on Software Architecture for AI-based Mobility Systems A systematic literature review on the description of software architectures for systems of systems,

Reference 8

Resolution
metadata mismatch
raw_fallback, observed 2026-08-07T11:42:32.080541Z

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.

source=pdf_text observed=2026-08-07T11:42:31.706792Z digest=sha256:79c8e8b0860618d7d880de291b6d498ffae0c182234a364a9fb56b31e4cead4a

Observation 2e12bf55-2b3a-44ad-b1dc-518929c23f6c · outbound

This paper cites Architectural description of embedded sys- tems: A systematic review,.

A Systematic Mapping Study on Software Architecture for AI-based Mobility Systems Architectural description of embedded sys- tems: A systematic review,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:42:33.056203Z

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.

source=pdf_text observed=2026-08-07T11:42:31.720141Z digest=sha256:a72b4c7d2685c4658f9be52d6ece48e2e2d5bb4447b0fb8a6aab8eadca232c6a

Observation cc5c6cdb-02df-4271-9a67-2aae41bc004a · outbound

This paper cites Selene: Self-monitored dependable platform for high-performance safety-critical systems,.

A Systematic Mapping Study on Software Architecture for AI-based Mobility Systems Selene: Self-monitored dependable platform for high-performance safety-critical systems,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:42:33.006704Z

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.

source=pdf_text observed=2026-08-07T11:42:31.750443Z digest=sha256:2d905b7488acd65ce3f4e9ea2a4d70515525c967836a0872febba1fd92c424d1

Observation 617877bb-535b-41c5-86cc-b5f4500551b0 · outbound

This paper cites Welcome aadl resource pages.

A Systematic Mapping Study on Software Architecture for AI-based Mobility Systems Welcome aadl resource pages

Reference 11

Resolution
verified fuzzy
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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.

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Observation 891a14e2-2d58-479e-a480-27c83adbb0fb · outbound

This paper cites Ml-based fault injection for autonomous vehicles: A case for bayesian fault injection,.

A Systematic Mapping Study on Software Architecture for AI-based Mobility Systems Ml-based fault injection for autonomous vehicles: A case for bayesian fault injection,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:42:32.913490Z

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.

source=pdf_text observed=2026-08-07T11:42:31.808478Z digest=sha256:b74e55039556fe0f6fe7bc1f089f37a44ff6562cb80bf65e43fe4397e405a3de

Observation 424b399b-ad57-45f5-b7b4-14097620c3c9 · outbound

This paper cites Guidelines for performing systematic literature reviews in software engineering,.

A Systematic Mapping Study on Software Architecture for AI-based Mobility Systems Guidelines for performing systematic literature reviews in software engineering,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:42:32.870916Z

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.

source=pdf_text observed=2026-08-07T11:42:31.826135Z digest=sha256:60d3bb32f3d8f1409026fafbdf34417e8207e11443c9d7116e5952a1ff3def48

Observation f9d9d526-598c-44b5-9742-938377b9759d · outbound

This paper cites A systematic review of system-of-systems architecture research,.

A Systematic Mapping Study on Software Architecture for AI-based Mobility Systems A systematic review of system-of-systems architecture research,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:42:32.779892Z

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.

source=pdf_text observed=2026-08-07T11:42:31.831750Z digest=sha256:4350234cc2c51cbaed34033355aacd059fc214ffa1ea3f78c0077581394c36c7

Observation cdf5ddf2-5775-4e63-a4a2-25b30295c7aa · outbound

This paper cites Safety critical systems: challenges and directions,.

A Systematic Mapping Study on Software Architecture for AI-based Mobility Systems Safety critical systems: challenges and directions,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:42:32.714884Z

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.

source=pdf_text observed=2026-08-07T11:42:31.836604Z digest=sha256:adb9aea5b1f638f4f6300686648bdbda18ed59f87c56f39ed1dbbca7ab2259e6

Observation 200c36ef-3485-4f9b-a67b-d0763861bf8a · outbound

This paper cites Microservice archi- tectures for advanced driver assistance systems: A case-study,.

A Systematic Mapping Study on Software Architecture for AI-based Mobility Systems Microservice archi- tectures for advanced driver assistance systems: A case-study,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:42:32.672283Z

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.

source=pdf_text observed=2026-08-07T11:42:31.843682Z digest=sha256:a520249fc87ee3bf0712b289b87b68d8734307d90cf94e333537de372cb678b5

Observation 34897d4e-e243-4f37-98d0-63f7ee36196e · outbound

This paper cites Software engineering for ai-based systems: A survey,.

A Systematic Mapping Study on Software Architecture for AI-based Mobility Systems Software engineering for ai-based systems: A survey,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:42:32.629187Z

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.

source=pdf_text observed=2026-08-07T11:42:31.848676Z digest=sha256:7c1173b4229d7a51128fe2593a9f047b29eff84226bf8e31835f9574dceb5cb1

Observation 46113413-1fe0-4f33-9c8a-f06be888a5fb · outbound

This paper cites Systems for safety and autonomous behavior in cars: The darpa grand challenge experience,.

A Systematic Mapping Study on Software Architecture for AI-based Mobility Systems Systems for safety and autonomous behavior in cars: The darpa grand challenge experience,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:42:32.578297Z

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.

source=pdf_text observed=2026-08-07T11:42:31.855277Z digest=sha256:c3fff3b590b40e636ef443c479238a67df84779d4c8bdaff87c1d3e4b7eba6af

Observation e511b1ab-a51e-44b3-9ca3-b2fcc931f40a · outbound

This paper cites Micro-safe: Microservices- and deep learning-based safety-as-a-service architecture for 6g-enabled intelligent transportation system,.

A Systematic Mapping Study on Software Architecture for AI-based Mobility Systems Micro-safe: Microservices- and deep learning-based safety-as-a-service architecture for 6g-enabled intelligent transportation system,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:42:32.521031Z

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.

source=pdf_text observed=2026-08-07T11:42:31.860547Z digest=sha256:f90724e64f6c172a93033f86086b3fbb1e2f4df7e491e818821739bf0b821334

Observation 29c0ab40-aa82-4945-a01c-dc4090d105a9 · outbound

This paper cites Designing safety critical software systems to manage inherent uncertainty,.

A Systematic Mapping Study on Software Architecture for AI-based Mobility Systems Designing safety critical software systems to manage inherent uncertainty,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:42:32.467831Z

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.

source=pdf_text observed=2026-08-07T11:42:31.866417Z digest=sha256:16e2b7d58360261d7a54c32699559411ee8909bee7ab9b876d791ebfe8e515b9

Observation afa26001-b33d-451f-8753-ce3c999d111e · outbound

This paper cites Uncertainty in machine learning: A safety perspective on autonomous driving,.

A Systematic Mapping Study on Software Architecture for AI-based Mobility Systems Uncertainty in machine learning: A safety perspective on autonomous driving,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:42:32.418145Z

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.

source=pdf_text observed=2026-08-07T11:42:31.871521Z digest=sha256:8d0bb090bfc33612a345a1d6231e987a00cb040c392ff2622f8e64f2df5f5c38

Observation 2969bf55-626b-43be-b8d3-24252938e5cc · outbound

This paper cites Autonomous driving architectures, perception and data fusion: A review,.

A Systematic Mapping Study on Software Architecture for AI-based Mobility Systems Autonomous driving architectures, perception and data fusion: A review,

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:42:32.363448Z

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.

source=pdf_text observed=2026-08-07T11:42:31.878580Z digest=sha256:aa1cbc062ec3161cf85f3fa5526accb4e20fcaa06d1e9407db05c54b5c703006

Observation 83a3a00a-1d04-4b51-b904-ed651ee97db7 · outbound

This paper cites Requirements engineering paper classification and evaluation criteria: A proposal and a discussion,.

A Systematic Mapping Study on Software Architecture for AI-based Mobility Systems Requirements engineering paper classification and evaluation criteria: A proposal and a discussion,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:42:32.302567Z

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.

source=pdf_text observed=2026-08-07T11:42:31.884302Z digest=sha256:d0c2dccaf10d721deb9d8d33fe954953ee786b42e745e8cfc84f96c042fdbe7b

Observation 5bdd00d9-13ca-43f3-b5f4-dc193b02de10 · outbound

This paper cites Un- certainties in onboard algorithms for autonomous vehicles: Challenges, mitigation, and perspectives,.

A Systematic Mapping Study on Software Architecture for AI-based Mobility Systems Un- certainties in onboard algorithms for autonomous vehicles: Challenges, mitigation, and perspectives,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:42:32.240437Z

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.

source=pdf_text observed=2026-08-07T11:42:31.889160Z digest=sha256:c02670ebb7b676d1d7aa54257ad173297ba4ef78cdd5d6fc615c3364cf00585f

Pith citing papers

No inbound Pith citation observations are available.