The DOI matches its Crossref record; 3 of the 3 references it cites were found in a registry or an index.
Augmenting the human-machine interface: improving manual accuracy
Abstract
We present a novel application of a neural network to augment manual precision by cancelling involuntary motion. This method may be applied in microsurgery, using either a telerobotic approach or active compensation in a handheld instrument. A feedforward neural network is trained to input the measured trajectory of a handheld tool tip and output the intended trajectory. Use of the neural network decreases rms error in recordings from four subjects by an average of 43.9%.
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The combination of WFLC and FLC presents great advantages.
“Thus, the combination of WLFC and FLC presents great advantages, [25].”
From Extraction of user's navigation commands from upper body force interaction in walker assisted gait (2010) · cites this paper as [25]
Citations
Cites
Adaptive cancelling of physiological tremor for improved precision in microsurgery
Riviere, C. N., Rader, R. S., & Thakor, N. V. (1998) · IEEE Transactions on Biomedical Engineering · doi:10.1109/10.686791 · Cited by 260
Self-citationModeling and canceling tremor in human-machine interfaces
Riviere, C. N., & Thakor, N. V. (1996) · IEEE Engineering in Medicine and Biology Magazine · doi:10.1109/51.499755 · Cited by 114 · cited 1×
“Another option for error canceling is the development of a hybrid system combining of the neural network with the weighted-frequency Fourier linear combiner (WFLC) of Riviere and Thakor [22].”
BackgroundSelf-citationAnalyzing the dynamics of hand tremor time series
Gantert, C., Honerkamp, J., & Timmer, J. (1992) · Biological Cybernetics · doi:10.1007/bf00204112 · Cited by 74
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Cited by
Sorted by citations
A Steady-Hand Robotic System for Microsurgical Augmentation
Taylor, R., Jensen, P., Whitcomb, L., Barnes, A., Kumar, R., Stoianovici, D., Gupta, P., Wang, Z., Dejuan, E., & Kavoussi, L. (1999) · The International Journal of Robotics Research · doi:10.1177/02783649922067807 · Cited by 528
Dynamically responsive intervention for tremor suppression
Manto, M., Topping, M., Soede, M., Sanchez-Lacuesta, J., Harwin, W., Pons, J., Williams, J., Skaarup, S., & Normie, L. (2003) · IEEE Engineering in Medicine and Biology Magazine · doi:10.1109/memb.2003.1213635 · Cited by 81
Extraction of user's navigation commands from upper body force interaction in walker assisted gait
Frizera Neto, A., Gallego, J. A., Rocon, E., Pons, J. L., & Ceres, R. (2010) · BioMedical Engineering OnLine · doi:10.1186/1475-925x-9-37 · Cited by 48
Metadata
- Authors
- Riviere, C. N., & Khosla, P. K.
- Affiliations
- Carnegie Mellon University (US)
- Venue
- Proceedings of International Conference on Robotics and Automation
- Publisher
- IEEE
- Published
- 2002-11-22
- Volume
- 4
- Pages
- 3546-3550
- ISSN
- 1050-4729 (ISSN-L)
- OpenAlex
- W2153950977
- Cited by
- 36
- References
- 3
- Citations by year
- 2021: 1 · 2018: 1 · 2015: 1 · 2014: 1 · 2013: 1 · 2012: 3
- FWCI
- 7.47
- Type
- conference paper
- Language
- en
- Open access
- closed
- Locations
- Proceedings - IEEE International Conference on Robotics and Automation/Proceedings (publishedVersion)
- KiltHub Repository (submittedVersion)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Motor Control and Adaptation
- Physical Sciences › Engineering › Mechanical Engineering › Teleoperation and Haptic Systems
- Life Sciences › Neuroscience › Cognitive Neuroscience › EEG and Brain-Computer Interfaces
- Keywords
- human-machine interaction, feedforward neural networks, microsurgery, telesurgery, active compensation, hand-held instrument, trajectory tracking
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