Comparative Analyses of ROS Local Planners for Quadrupedal Locomotion: A Study in Real and Simulated Environments

Autor(es)

Bermudez, Gabriel ; Goncalves Pedro, Gabriel Duarte ; Medeiros, Vivian Suzano ; Boaventura, Thiago

• Tipo de documento: Artigo Científico
• Fonte: WALKING ROBOTS INTO REAL WORLD, CLAWAR 2024 CONFERENCE, VOL 2; v. 1115, p. 10-pg., 2024-01-01.

Resumo

Advancements in hardware, computation, and algorithms are driving a revolution in the field of mobile robots. This study compares the ROS-based local planner navigation algorithms Dynamic Window Approach (DWA), Timed Elastic Band (TEB), and Trajectory Rollout for application in legged locomotion. The tests were performed in simulation and on a real quadruped robot using a small maze-type environment. The experiments measured the total time and distance achieved for each local planner. The results reveal a comparable performance among navigation algorithms in real and simulated environments. Specifically, the Timed Elastic Band (TEB) algorithm demonstrates superior performance, exhibiting an average traversal duration of 31.3 s in simulated environments and 30.8 s in real-world conditions, coupled with an average traversal distance of 14.5 m (simulated) and 13.7 m (real-world). (AU)

• Processo FAPESP: 18/15472-9 - Controle de impedância de atuadores hidráulicos para robôs com pernas e braços
• Beneficiário: Thiago Boaventura Cunha
• Modalidade de apoio: Auxílio à Pesquisa - Jovens Pesquisadores
• Processo FAPESP: 21/05336-3 - Planejamento de trajetória e controle de robôs com pernas para navegação autônoma em ambientes não-estruturados
• Beneficiário: Vivian Suzano Medeiros
• Modalidade de apoio: Bolsas no Brasil - Pós-Doutorado