Jeff Duperret’s scientific contributions

What is this page?


This page lists works of an author who doesn't have a ResearchGate profile or hasn't added the works to their profile yet. It is automatically generated from public (personal) data to further our legitimate goal of comprehensive and accurate scientific recordkeeping. If you are this author and want this page removed, please let us know.

Publications (7)


Extended Version of Simple Sagittal Running: Stability of a Quadrupedal Bound
  • Article

December 2019

·

26 Reads

Jeff Duperret

·

D. E. Koditschek

This paper develops a three degree-of-freedom sagittal-plane hybrid dynamical systems model of a bounding quadruped. Simple within-stance controls yield a closed form expression for a family of hybrid limit cycles that represent bounding behavior over a range of user-selected fore-aft speeds as a function of the model's kinematic and dynamical parameters. Controls acting on the hybrid transitions are structured so as to achieve a cascade composition of in-place bounding driving the fore-aft degree of freedom thereby decoupling the linearized dynamics of an approximation to the stride map. Careful selection of the feedback channels used to implement these controls affords infinitesimal deadbeat stability which is relatively robust against parameter mismatch. Experiments with a physical quadruped reasonably closely match the bounding behavior predicted by the hybrid limit cycle and its stable linearized approximation.


Towards Reactive Control of Transitional Legged Robot Maneuvers

December 2017

·

21 Reads

·

1 Citation

We propose the idea of a discrete navigation problem – consisting of controlling the state of a discrete-time control system to reach a goal set while in the interim avoiding a set of obstacle states – to approximate a simplified class of transitional legged robotic tasks such as leaping which have no well established mathematical description that lends itself to synthesis. The control relation given in Theorem 1 is (assuming a task solution exists) necessary and sufficient to solve a discrete navigation problem in a minimum number of steps, and is well suited to computation when a legged system’s continuous-time within-stride controller anchors sufficiently simple stance mechanics. We demonstrate the efficacy of this control technique on a physical hopping robot affixed to a boom to reactively leap over an obstacle with a running start, controlling in continuous time during stance to exhibit a linear stance map.



Empirical validation of a spined sagittal-plane quadrupedal model

June 2017

·

27 Reads

·

3 Citations

We document empirically stable bounding using an actively powered spine on the Inu quadrupedal robot, and propose a reduced-order model to capture the dynamics associated with this additional, actuated spine degree of freedom. This model is sufficiently accurate as to roughly describe the robots mass center trajectory during a bounding limit cycle, thus making it a potential option for low dimensional representations of spine actuation in steady-state legged locomotion.


Fig. 1. (a) Simplified sagittal-plane three-degree-of-freedom model of a rigid body quadrupedal platform with massless legs. (b) Simplified sagittal-plane four-degree-offreedom model of a spined quadrupedal platform possessing an actuated revolute joint proximal to the mass center. The models are parametrized by their mass, moment of inertia, and body segment length as shown in green. The state of the models is represented by the position and velocity of the mass center and the body segment pitch and angular velocity as shown in blue – for the spined model we choose to use the average body pitch and the difference between the pitch of the front and rear. Spine bending augments the nominal leg workspace (depicted in teal for a nominal annulus leg workspace) and provides an additional source of actuation to do useful work on the mass center. The core can be geared without affecting the direct-drive leg transparency. 
Fig. 3. The leg kinematics (left) are shown for 2 different sets of linkage lengths used in the experiments. The longer legs have a larger workspace (middle) while the shorter legs are able to generate higher forces for a fixed motor torque (right), as indicated by the smaller average of the squared singular values of the forward kinematic Jacobian for given motor shaft angles φ1, φ2, or equivalently, thermal cost of force [14, page 48] for a normalized motor constant. The depicted workspace and singular value results assume an end effector located where the links d3 are connected. 
Fig. 5. Leaping from the ground with and without spine bending using an otherwise identical feed-forward control scheme shows that the spine motors add on average 5.7 J to the body energy [13] (discounting the 0.5 J stored in initial spine elastic potential energy). The body energy added is calculated by subtracting the energy at the leap height apex—indicated by a vertical tick in the sample energetic traces shown in the right figure—from the starting energy. These results show the spine motors add a disproportionate amount of work (36% more) during the leap on a per-motor basis as compared with the leg motors due to their gearing. 
Core Actuation Promotes Self-Manipulability on a Direct-Drive Quadrupedal Robot
  • Article
  • Full-text available

October 2016

·

92 Reads

·

1 Citation

For direct-drive legged robots operating in unstructured environments, workspace volume and force generation are competing, scarce resources. In this paper we demonstrate that introducing geared core actuation (i.e., proximal to rather than distal from the mass center) increases workspace volume and can provide a disproportionate amount of work-producing force to the mass center without affecting leg linkage transparency. These effects are analytically quantifiable up to modest assumptions, and are demonstrated empirically on a spined quadruped performing a leap both on level ground and from an isolated foothold (an archetypal feature of unstructured terrain).

Download

US Army Research Laboratory (ARL) Robotics Collaborative Technology Alliance 2014 Capstone Experiment

July 2016

·

1,160 Reads

·

7 Citations

·

·

·

[...]

·

Luis Navarro-Serment

This report highlights the capabilities demonstrated during the US Army Research Laboratory Robotics Collaborative Technology Alliance Capstone Experiment that took place during October 2014. The report succinctly presents the activities of the event and provides references for further reading on the specifics of those activities. Four capabilities were evaluated as part of distinct Integrated Research Assessments (IRA): Human Robot Interaction Modalities, Semantic Navigation and Perception, Search and Observation of Doorways, and Search and Grasping of Objects in an Indoor Environment. Five task-based assessments (TBAs) using various platforms were also conducted during this timeframe, which consisted of the following capabilities: Bracing to Reach and Grasp an Object, Detection and Climbing of Stairs, Leaping over a Span, Dynamically Feasible Motion Planning, and Terrain Aware Motion Planning. The results from the IRA and TBA events characterized performance and highlighted areas that call for continued and focused efforts in order to enable advancements in intelligence-based capabilities sufficient for the teaming of autonomous systems with Soldiers.


Desert RHex Technical Report: Jornada and White Sands Trip

November 2014

·

414 Reads

·

7 Citations

Researchers in a variety of fields, including aeolian science, biology, and environmental science, have already made use of stationary and mobile remote sensing equipment to increase their variety of data collection opportunities. However, due to mobility challenges, remote sensing opportunities relevant to desert environments and in particular dune fields have been limited to stationary equipment. We describe here an investigative trip to two well-studied experimental deserts in New Mexico with D-RHex, a mobile remote sensing platform oriented towards desert research. D-RHex is the latest iteration of the RHex family of robots, which are six-legged, biologically inspired, small (10kg) platforms with good mobility in a variety of rough terrains, including on inclines and over obstacles of higher than robot hip height. For more information: Kod*Lab

Citations (4)


... The apex states of both experiments -right -are plotted on top of the goal set of apices that will cross the gap (green), the obstacle set of apices will fall into the gap (red), and the set of apex states that can reach the goal in k steps for some integer k > 0 (light blue) as introduced in Section 3, while the remaining white set will enter the obstacle regardless of the applied control input and can be considered "as good as lost." These sets are explicitly constructed in Section 4 and [24]. The k-step goal-reachable blue sets "funnel" into the goal set and illustrate that reversing to get a longer running start to clear the gap is required from the robot's starting state. ...

Reference:

Towards Reactive Control of Transitional Legged Robot Maneuvers
Technical Report on: Towards Reactive Control of Simplified Legged Robotics Maneuvers
  • Citing Article
  • October 2017

... Human robot interaction (HRI) through communication holds substantial opportunity for various domains [1][2][3][4][5][6][7][8]. Speech recognition is one of the features of machine learning that allows machines to interpret different speeches and languages [6]. ...

US Army Research Laboratory (ARL) Robotics Collaborative Technology Alliance 2014 Capstone Experiment

... Dry, relatively homogeneous granular media with known parameters like grain density and friction exerts forces in response to intrusion that are well characterized by bulkbehavior models [1], [2]. Of course, a natural desert environment will contain significant variation in packing density, grain size, and moisture content, even within the length of a single robot (or human) stride [3], [4]. Bulk-behavior models cannot therefore be relied upon to provide accurate predictions of the behavior of natural desert sand in response to intrusion. ...

Desert RHex Technical Report: Jornada and White Sands Trip