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Farrokh Janabi-Sharifi

9 accepted papers

2024

Differentiable-Optimization Based Neural Policy for Occlusion-Aware Target Tracking

RA-L 2024

We propose a learned probabilistic neural policy for safe, occlusion-free target tracking. The core novelty of our work stems from the structure of our policy network that combines generative modeling based on Conditional Variational Autoencoder (CVAE) with differentiable optimization layers. The we

Cited by 3SourcecodeScholar
2020

Optimal-power Configurations for Hover Solutions in Mono-spinners

IROS 2020poster

Rotary-wing flying machines draw attention within the UAV community for their in-place hovering capability, and recently, holonomic motion over fixed-wings. In this paper, we investigate about the power-optimality in a mono-spinner, i.e., a class of rotary-wing UAVs with one rotor only, whose main b…

Cited by 2SourceScholar
2019

Precision Modeling and Optimally-safe Design of Quadcopters for Controlled Crash Landing in Case of Rotor Failure

IROS 2019poster

The seminal work cited in [1],[2] showed, for the first time, that flight stability of quadcopters would be possible in case of one or even multiple rotor failures. However, the quadcopter can remain airborne only by going through a spinning maneuver about an axis, fixed w.r.t the vehicle (i.e., res…

Cited by 4SourceScholar
2018

Cooperative Continuum Robots: Concept, Modeling, and Workspace Analysis

RA-L 2018

In this letter, we present cooperative continuum robot (CCR) concept, kineto-static analysis, and model validation. Our motivation is to provide increased reachability and maneuverability required in a wide range of continuum robot applications, such as medical interventions. We present a model for

Cited by 30SourceScholar
2017

A unified approach to configuration-based dynamic analysis of quadcopters for optimal stability

IROS 2017poster

A special type of rotary-wing Unmanned Aerial Vehicles (UAV), called Quadcopter have prevailed to the civilian use for the past decade. They have gained significant amount of attention within the UAV community for their redundancy and ease of control, despite the fact that they fall under an under-a…

Cited by 16SourceScholar