Topo Locked Autonav: A Reference-Based Topological Locking System for Autonomous Navigation

This invention proposes a novel, minimal-computation autonomous vehicle navigation system based on topological locking. By encoding a high-resolution, lidar-derived environmental topology into the vehicle’s on-board storage, and combining it with vision-based confirmation from cameras, the system maintains a recursive lock to known reference features. This approach dramatically reduces the need for real-time full-scope scene analysis, enabling ultra-efficient self-driving systems with minimal reliance on networked processing or continuous internet connectivity.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-08-02
DOI
https://doi.org/10.5281/zenodo.16707489
Primary Topic
Robotics and Sensor-Based Localization
Type
article
Field-Weighted Citation Impact
0.00
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article

Topo Locked Autonav: A Reference-Based Topological Locking System for Autonomous Navigation

Zenodo (CERN European Organization for Nuclear Research)
Robotics and Sensor-Based Localization
article

Topo Locked Autonav: A Reference-Based Topological Locking System for Autonomous Navigation

article en

Abstract

This invention proposes a novel, minimal-computation autonomous vehicle navigation system based on topological locking. By encoding a high-resolution, lidar-derived environmental topology into the vehicle’s on-board storage, and combining it with vision-based confirmation from cameras, the system maintains a recursive lock to known reference features. This approach dramatically reduces the need for real-time full-scope scene analysis, enabling ultra-efficient self-driving systems with minimal reliance on networked processing or continuous internet connectivity.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 43%
Robotics and Sensor-Based Localization
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Topo Locked Autonav: A Reference-Based Topological Locking System for Autonomous Navigation · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS