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Paper Citation Record · LEDGER

VLM-Empowered Multi-Mode System for Efficient and Safe Planetary Navigation

As of 20 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 0 inbound Pith citation observations for arXiv:2506.16703.

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

pith.paper-citation-record.v1
2506.16703 v1

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T19:25:19.255815Z

measured 19 of 19 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

19 of 19 outbound references displayed

  • verified exact0
  • verified fuzzy17
  • unresolved2
  • parse uncertain0
  • malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation addd14bb-4f52-4326-a000-648f6c920b13 · outbound

This paper cites Surface characteristics of the zhurong mars rover traverse at utopia planitia.Nature Geoscience, 15(3):171–176, 2022.

VLM-Empowered Multi-Mode System for Efficient and Safe Planetary Navigation Surface characteristics of the zhurong mars rover traverse at utopia planitia.Nature Geoscience, 15(3):171–176, 2022

Reference 1

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verified fuzzy
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Source-reported events for the cited work

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

source=pdf_text observed=2026-08-15T19:25:19.180045Z digest=sha256:b63de8fdf73d9289ad39b94f5e09a9fcb0a1c7890feea830b62501c6b65b6fa5

Observation 063fb6e8-5812-4ab1-8f34-2996d78c4e14 · outbound

This paper cites Mars curiosity rover mobility trends during the first 7 years.Journal of Field Robotics, 38(5):759–800, 2021.

VLM-Empowered Multi-Mode System for Efficient and Safe Planetary Navigation Mars curiosity rover mobility trends during the first 7 years.Journal of Field Robotics, 38(5):759–800, 2021

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:25:19.514192Z

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.

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Observation f1acc5e3-00e1-4e39-8b27-600b2712bd38 · outbound

This paper cites Autonomous robotics is driving perseverance rover’s progress on mars.Science Robotics, 8(80):eadi3099, 2023.

VLM-Empowered Multi-Mode System for Efficient and Safe Planetary Navigation Autonomous robotics is driving perseverance rover’s progress on mars.Science Robotics, 8(80):eadi3099, 2023

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:25:19.500176Z

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.

source=pdf_text observed=2026-08-15T19:25:19.188952Z digest=sha256:26ba4be4d3b21cb6573df238871ca44b368a353120448b3851eaf929f340f7ef

Observation ce11c3f9-ba41-4f71-8d0e-2382d1d61688 · outbound

This paper cites The mars exploration rover surface mobility flight software driving ambition.

VLM-Empowered Multi-Mode System for Efficient and Safe Planetary Navigation The mars exploration rover surface mobility flight software driving ambition

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:25:19.487164Z

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.

source=pdf_text observed=2026-08-15T19:25:19.193150Z digest=sha256:b72beb82f8805f259c04631a296b6fd6e9d45804d1478a5b73791016dda6b9ea

Observation 22833cd7-6e4e-4dcb-89d4-90394144f754 · outbound

This paper cites Mars exploration rover surface operations: Driving spirit at gusev crater.

VLM-Empowered Multi-Mode System for Efficient and Safe Planetary Navigation Mars exploration rover surface operations: Driving spirit at gusev crater

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:25:19.474336Z

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.

source=pdf_text observed=2026-08-15T19:25:19.197099Z digest=sha256:bcdea409372209d71dfc995ba54623c70a6375df344ff3f9d079998a2f244e58

Observation b41bd158-a4e3-4820-9749-8075fd98e775 · outbound

This paper cites A gnc architecture for planetary rovers with autonomous navigation.

VLM-Empowered Multi-Mode System for Efficient and Safe Planetary Navigation A gnc architecture for planetary rovers with autonomous navigation

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:25:19.461836Z

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.

source=pdf_text observed=2026-08-15T19:25:19.201949Z digest=sha256:a797883492593e95df3295f7e98843407e471d0fcf3f1ce87530203f923bb726

Observation 27af0f39-3822-47f3-9642-abd67421b436 · outbound

This paper cites Sample fetch rover guidance, navigation and control subsystem-an overview.

VLM-Empowered Multi-Mode System for Efficient and Safe Planetary Navigation Sample fetch rover guidance, navigation and control subsystem-an overview

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:25:19.449253Z

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.

source=pdf_text observed=2026-08-15T19:25:19.206385Z digest=sha256:445a086983ae1fbe5d30bb9a785ce86f07bdadb3ad8343be83f1fecdd82c3fa7

Observation 900bf5d4-ef10-4fd6-9848-823ef14259c6 · outbound

This paper cites Autonomous multi- mode rover navigation for long-range planetary exploration using orbital and locally perceived data.

VLM-Empowered Multi-Mode System for Efficient and Safe Planetary Navigation Autonomous multi- mode rover navigation for long-range planetary exploration using orbital and locally perceived data

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:25:19.436290Z

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.

source=pdf_text observed=2026-08-15T19:25:19.210304Z digest=sha256:ed73aad132eb10d10a8cec864bdde3aed6021c0f934c1910566395db1cb720a9

Observation 2d0dc95f-fa7e-46d0-8f24-776926f798cc · outbound

This paper cites Overview of the mars exploration rovers’ autonomous mobility and vision capa- bilities.

VLM-Empowered Multi-Mode System for Efficient and Safe Planetary Navigation Overview of the mars exploration rovers’ autonomous mobility and vision capa- bilities

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:25:19.422596Z

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.

source=pdf_text observed=2026-08-15T19:25:19.214231Z digest=sha256:e8785edea442e3072cb1ac07cdb0129d581145ffa9acf4d1a89880721161416a

Observation 5a4b9cd1-1f09-4789-98fa-6a11abe97e61 · outbound

This paper cites Fuzzy traversability index: A new concept for terrain-based navigation.Journal of Robotic Systems, 17(2):75–91, 2000.

VLM-Empowered Multi-Mode System for Efficient and Safe Planetary Navigation Fuzzy traversability index: A new concept for terrain-based navigation.Journal of Robotic Systems, 17(2):75–91, 2000

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:25:19.408776Z

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.

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Observation b43b928a-745b-404f-aff0-cab740cd2286 · outbound

This paper cites PhD thesis, Massachusetts Institute of Technology, 2009.

VLM-Empowered Multi-Mode System for Efficient and Safe Planetary Navigation PhD thesis, Massachusetts Institute of Technology, 2009

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:25:19.395495Z

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.

source=pdf_text observed=2026-08-15T19:25:19.222101Z digest=sha256:5293ae5f828dfb4cbd41fd490e254410eee79f9791700a93a8d703a2e0b14305

Observation c7c6e767-148a-4eed-ac0f-a265da88e665 · outbound

This paper cites Data-driven surface traversability analysis for mars 2020 landing site selection.

VLM-Empowered Multi-Mode System for Efficient and Safe Planetary Navigation Data-driven surface traversability analysis for mars 2020 landing site selection

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:25:19.381433Z

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.

source=pdf_text observed=2026-08-15T19:25:19.225962Z digest=sha256:8c273d44fc3144977195e77dbfb4e5ed6698cb213b5054c1a0e898e7641866a8

Observation bf1a3fff-b2e7-4494-a72c-d641acea57c3 · outbound

This paper cites Terrain-aware path planning and map update for mars sample return mission.IEEE Robotics and Automation Letters, 5(4):5181–5188, 2020.

VLM-Empowered Multi-Mode System for Efficient and Safe Planetary Navigation Terrain-aware path planning and map update for mars sample return mission.IEEE Robotics and Automation Letters, 5(4):5181–5188, 2020

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:25:19.366260Z

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.

source=pdf_text observed=2026-08-15T19:25:19.229766Z digest=sha256:b89fb2e076ccb285c80eeb240a3e3e353bc95e558849d520fe728ba52e3c27c9

Observation 51513d7e-2c52-46b1-87fd-a35ceac48344 · outbound

This paper cites The Dawn of LMMs: Preliminary Explorations with GPT-4V(ision).

VLM-Empowered Multi-Mode System for Efficient and Safe Planetary Navigation The Dawn of LMMs: Preliminary Explorations with GPT-4V(ision)

Reference 14

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no resolver link, observed 2026-08-15T19:25:19.234617Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:25:19.234617Z digest=sha256:860d96d303156a8f9f8df8b484029347718bacd400dc5b8463cb2f6b16c3713b

Observation 373f0840-9759-408d-a4d5-7155eb2bfc26 · outbound

This paper cites First results in robot road-following.

VLM-Empowered Multi-Mode System for Efficient and Safe Planetary Navigation First results in robot road-following

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:25:19.352546Z

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.

source=pdf_text observed=2026-08-15T19:25:19.239291Z digest=sha256:13d08bd3e47dfc7da1461220dff1aa2280e152791faead6c7fa6dc92578924ea

Observation 611290cf-9088-4064-943c-4f1a9a440958 · outbound

This paper cites Elevation mapping for loco- motion and navigation using gpu.

VLM-Empowered Multi-Mode System for Efficient and Safe Planetary Navigation Elevation mapping for loco- motion and navigation using gpu

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:25:19.339007Z

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.

source=pdf_text observed=2026-08-15T19:25:19.243418Z digest=sha256:194a91803a423f8221cd8e618ad1a7af6e424ac342e63192a8f9b63e8c55a2d3

Observation 4a825398-10e4-4ae6-982f-1255dc37a009 · outbound

This paper cites Mem: Multi-modal elevation mapping for robotics and learn- ing.

VLM-Empowered Multi-Mode System for Efficient and Safe Planetary Navigation Mem: Multi-modal elevation mapping for robotics and learn- ing

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:25:19.325543Z

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.

source=pdf_text observed=2026-08-15T19:25:19.247444Z digest=sha256:ee1fdb9d67efba14c00c6cf1d5cfdc9c6ca1c08f1267779d7fd007401cd33422

Observation f0ea1fe4-b46a-4516-bd0d-6469fe98f7f0 · outbound

This paper cites Marssim: a high-fidelity physical and visual simulation for mars rovers.IEEE Transactions on Aerospace and Electronic Systems, 59(2):1879–1892, 2022.

VLM-Empowered Multi-Mode System for Efficient and Safe Planetary Navigation Marssim: a high-fidelity physical and visual simulation for mars rovers.IEEE Transactions on Aerospace and Electronic Systems, 59(2):1879–1892, 2022

Reference 18

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raw_fallback, observed 2026-08-15T19:25:19.311637Z

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.

source=pdf_text observed=2026-08-15T19:25:19.251991Z digest=sha256:b05b14cb7ac5c25fdeefe4b91da1a430b0071160fa9e8c10c1c41410186c6a30

Observation 294b7377-4fcf-41fd-a89b-9099adc64987 · outbound

This paper cites An image synthesizer.ACM Siggraph Computer Graphics, 19(3):287–296, 1985.

VLM-Empowered Multi-Mode System for Efficient and Safe Planetary Navigation An image synthesizer.ACM Siggraph Computer Graphics, 19(3):287–296, 1985

Reference 19

Resolution
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no resolver link, observed 2026-08-15T19:25:19.255815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Pith citing papers

No inbound Pith citation observations are available.