TY - GEN
T1 - Preliminary Exploration of Antagonistic Vibrotactile Feedback to Improve Force Regulation in Teleoperated Bimanual Manipulation
AU - Murphy, Kevin
AU - Yim, Justin K.
AU - Almeida de Souza Ramos, Joao Luiz
N1 - The work is funded by the National Science Foundation via grants IIS2024775 and CMMI-2043339
PY - 2025
Y1 - 2025
N2 - State of the art robotic systems still struggle to accomplish complex tasks, such as bimanual manipulation, in unpredictable environments due to limitations in sensing, adaptability, and control - leading to artificially restricted autonomous system performance. This research addresses this limitation by introducing a novel metric for quantifying antagonistic internal forces during teleoperated bimanual manipulation, conveyed through minimalistic vibrotactile feedback (VF) to the operator. Experimental tests demonstrated that integrating the proposed metric through VF improved internal force regulation, reducing average internal forces by approximately 39.5% and decreasing force variability by 52.1% compared to trials without feedback. Introducing VF exhibited an increased number of occurrences of payload drops - indicative of operators pushing closer to operational limits. These findings confirm the proposed metric delivered through minimalistic VF substantially enhances teleoperated manipulation, providing a promising avenue for safer, more intuitive robotic operations in dynamic and uncertain environments.
AB - State of the art robotic systems still struggle to accomplish complex tasks, such as bimanual manipulation, in unpredictable environments due to limitations in sensing, adaptability, and control - leading to artificially restricted autonomous system performance. This research addresses this limitation by introducing a novel metric for quantifying antagonistic internal forces during teleoperated bimanual manipulation, conveyed through minimalistic vibrotactile feedback (VF) to the operator. Experimental tests demonstrated that integrating the proposed metric through VF improved internal force regulation, reducing average internal forces by approximately 39.5% and decreasing force variability by 52.1% compared to trials without feedback. Introducing VF exhibited an increased number of occurrences of payload drops - indicative of operators pushing closer to operational limits. These findings confirm the proposed metric delivered through minimalistic VF substantially enhances teleoperated manipulation, providing a promising avenue for safer, more intuitive robotic operations in dynamic and uncertain environments.
UR - https://www.scopus.com/pages/publications/105022162128
UR - https://www.scopus.com/pages/publications/105022162128#tab=citedBy
U2 - 10.1109/Humanoids65713.2025.11203208
DO - 10.1109/Humanoids65713.2025.11203208
M3 - Conference contribution
AN - SCOPUS:105022162128
T3 - IEEE-RAS International Conference on Humanoid Robots
SP - 1211
EP - 1218
BT - 2025 IEEE-RAS 24th International Conference on Humanoid Robots, Humanoids 2025
PB - IEEE Computer Society
T2 - 24th IEEE-RAS International Conference on Humanoid Robots, Humanoids 2025
Y2 - 30 September 2025 through 2 October 2025
ER -