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researcher

N. Banka

2 papers hereh-index 559 citations11 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • eess.SY2

identity via Semantic Scholar / OpenAlex

most citedIterative Machine Learning for Precision Trajectory Tracking with Series Elastic Actuators

10 citations · 11 across the 2 of their papers we have counts for

collaborators

2 papers

eess.SY2020★ 1 cited

MIMO ILC for Precision SEA robots using Input-weighted Complex-Kernel Regression

Leon Yan, Nathan Banka, Parker Owan +3

This work improves the positioning precision of lightweight robots with series elastic actuators (SEAs). Lightweight SEA robots, along with low-impedance control, can maneuver with…

eess.SY2017★ 10 cited

Iterative Machine Learning for Precision Trajectory Tracking with Series Elastic Actuators

Nathan Banka, W. Tony Piaskowy, Joseph Garbini +1

When robots operate in unknown environments small errors in postions can lead to large variations in the contact forces, especially with typical high-impedance designs. This can po…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.