Online Terrain-Aware Bipedal Gait Generation via Manifold Projection and Optimization-Guided Motion Libraries

August 2, 2026·
Junhang Lai
,
Qingqing Li
,
Chencheng Dong
,
Fei Meng
,
Qiang Huang
· 1 min read
Abstract
This work builds an online terrain-aware bipedal gait generation pipeline based on manifold projection and optimization-guided motion libraries, targeting stable humanoid locomotion over stairs, slopes, low obstacles, and mixed unstructured terrain.
Type
Publication
IEEE/ASME Transactions on Mechatronics
Status
Peer-reviewed
publications

Accepted by IEEE/ASME Transactions on Mechatronics on August 2, 2026. The final version has been submitted and the paper is pending final proof and online publication.