Search Results - "Fakoorian, Seyed"
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1
An Extensive Set of Kinematic and Kinetic Data for Individuals with Intact Limbs and Transfemoral Prosthesis Users
Published in Applied bionics and biomechanics (2020)“…This paper introduces an extensive human motion data set for typical activities of daily living. These data are crucial for the design and control of…”
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2
State estimation-based robust optimal control of influenza epidemics in an interactive human society
Published in Information sciences (01-05-2022)“…This paper presents a state estimation-based robust optimal control strategy for influenza epidemics in an interactive human society in the presence of…”
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3
Robust Ground Reaction Force Estimation and Control of Lower-Limb Prostheses: Theory and Simulation
Published in IEEE transactions on systems, man, and cybernetics. Systems (01-08-2020)“…Ground reaction force (GRF) characteristics of amputee walking are important for the analysis of clinical gait data, and also to update model reference…”
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4
Hybrid extended Kalman filtering and noise statistics optimization for produce wash state estimation
Published in Journal of food engineering (01-11-2017)“…Food-borne diseases associated with fresh produce consistently cause serious public health issues. Although sanitization measures are utilized to enhance the…”
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5
Towards Robust State Estimation by Boosting the Maximum Correntropy Criterion Kalman Filter With Adaptive Behaviors
Published in IEEE robotics and automation letters (01-07-2021)“…This work proposes a resilient and adaptive state estimation framework for robots operating in perceptually-degraded environments. The approach, called…”
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6
Self-Supervised Traversability Prediction by Learning to Reconstruct Safe Terrain
Published in 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (23-10-2022)“…Navigating off-road with a fast autonomous vehicle depends on a robust perception system that differentiates traversable from non-traversable terrain…”
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Conference Proceeding -
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Kalman filtering based on the maximum correntropy criterion in the presence of non-Gaussian noise
Published in 2016 Annual Conference on Information Science and Systems (CISS) (01-03-2016)“…State estimation in the presence of non-Gaussian noise is discussed. Since the Kalman filter uses only second-order signal information, it is not optimal in…”
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Conference Proceeding -
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Hybrid Nonlinear Disturbance Observer Design for Underactuated Bipedal Robots
Published in 2018 IEEE Conference on Decision and Control (CDC) (01-12-2018)“…Existence of disturbances in unknown environments is a pervasive challenge in robotic locomotion control. Disturbance observers are a class of unknown input…”
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Conference Proceeding -
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Maximum Correntropy Criterion Kalman Filter with Adaptive Kernel Size
Published in 2019 IEEE National Aerospace and Electronics Conference (NAECON) (01-07-2019)“…Kernel size plays a significant role in the performance of the maximum correntropy Kalman filter (MCC-KF). Kernel size is usually chosen by trail and error. If…”
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Conference Proceeding -
10
Cooperation and Competition in MIMO Multi-User Networks with Confidential Message
Published 01-01-2013“…The broadcast nature of a wireless medium makes it very susceptible to eavesdropping, where the transmitted message is decoded by unintended receiver(s)…”
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Dissertation -
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Robust composite adaptive transfemoral prosthesis control with non-scalar boundary layer trajectories
Published in 2016 American Control Conference (ACC) (01-07-2016)“…We propose a robust composite adaptive impedance controller with bounded-gain forgetting (BGF) for a three degree-of-freedom (3-DOF) active prosthetic leg for…”
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Conference Proceeding Journal Article -
12
Ground reaction force estimation in prosthetic legs with an extended Kalman filter
Published in 2016 Annual IEEE Systems Conference (SysCon) (01-04-2016)“…A method to estimate ground reaction forces (GRFs) in a robot/prosthesis system is presented. The system includes a robot that emulates human hip and thigh…”
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Conference Proceeding -
13
Towards Robust State Estimation by Boosting the Maximum Correntropy Criterion Kalman Filter with Adaptive Behaviors
Published 29-03-2021“…This work proposes a resilient and adaptive state estimation framework for robots operating in perceptually-degraded environments. The approach, called…”
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Journal Article -
14
Self-Supervised Traversability Prediction by Learning to Reconstruct Safe Terrain
Published 02-08-2022“…Navigating off-road with a fast autonomous vehicle depends on a robust perception system that differentiates traversable from non-traversable terrain…”
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Journal Article -
15
State Estimation-Based Robust Optimal Control of Influenza Epidemics in an Interactive Human Society
Published 26-05-2020“…This paper presents a state estimation-based robust optimal control strategy for influenza epidemics in an interactive human society in the presence of…”
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Journal Article -
16
An Addendum to NeBula: Towards Extending TEAM CoSTAR's Solution to Larger Scale Environments
Published in IEEE Transactions on Field Robotics (20-08-2024)“…This paper presents an appendix to the original NeBula autonomy solution [Agha et al., 2021] developed by the TEAM CoSTAR (Collaborative SubTerranean…”
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17
Derivative-free Kalman filtering-based control of prosthetic legs
Published in 2017 American Control Conference (ACC) (01-05-2017)“…A derivative-free method for state estimation-based control of a robot/prosthesis system is presented. The system is the combination of a test robot that…”
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Conference Proceeding -
18
Cooperation and Competition in MIMO Multi-User Networks with Confidential Message
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Dissertation -
19
NeBula: Quest for Robotic Autonomy in Challenging Environments; TEAM CoSTAR at the DARPA Subterranean Challenge
Published 21-03-2021“…This paper presents and discusses algorithms, hardware, and software architecture developed by the TEAM CoSTAR (Collaborative SubTerranean Autonomous Robots),…”
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Journal Article