Morteza Azad

dblp:135/8260 · DBLP profile ↗
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7ranked-venue papers
6as first author
1since 2021 · last 2021
0000-0003-3611-618XORCID · corroborated

Domains — the database's venue-derived domains; a paper can count in several

Artificial intelligence and machine learning · 6 · 5 first-author · 1 since 2021Systems, architecture and hardware · 5 · 5 first-author · 1 since 2021Applied, interdisciplinary, general and emerging computing · 1 · 1 first-author

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Artificial intelligence
5 papers
Robot manipulation · 58% Motion planning and robot control · 25% Legged, aerial and field robots · 18%

Topics — the 7 heaviest of 7, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Robotics › Robot manipulation
contact modeling
0.932021
Polyhedral Friction Cone Estimator for Object Manipulation · ICRA 2021
Balance control strategy for legged robots with compliant contacts · ICRA 2015
A New Nonlinear Model of Contact Normal Force · IEEE Trans. Robotics 2014
Robotics › Motion planning and robot control › robot dynamics › dynamic performance analysis
dynamic manipulability
0.312017
Dynamic manipulability of the center of mass: A tool to study, analyse and measure physical ability of robots · ICRA 2017
Robotics › Robot manipulation › contact modeling
compliant contact
0.322015
Balance control strategy for legged robots with compliant contacts · ICRA 2015
A New Nonlinear Model of Contact Normal Force · IEEE Trans. Robotics 2014
Robotics › Motion planning and robot control › locomotion control
balance control
0.212015
Balance control strategy for legged robots with compliant contacts · ICRA 2015
Robotics › Legged, aerial and field robots › legged robots
legged robot locomotion
0.212013
Balancing and hopping motion of a planar hopper with one actuator · ICRA 2013
Robotics › Legged, aerial and field robots
legged robots
0.222017
Dynamic manipulability of the center of mass: A tool to study, analyse and measure physical ability of robots · ICRA 2017
Balance control strategy for legged robots with compliant contacts · ICRA 2015
Robotics › Legged, aerial and field robots
hopping robot
0.012013
Balancing and hopping motion of a planar hopper with one actuator · ICRA 2013

Methods — techniques the papers use, named apart from their topics

polyhedral estimation · 0.5weighted norm · 0.3ellipsoid analysis · 0.3momentum control · 0.2nonlinear contact model · 0.2coefficient of restitution · 0.2trajectory tracking control · 0.2
YearPublicationVenuePosition
2021 Polyhedral Friction Cone Estimator for Object Manipulation
abstract
A polyhedral friction cone is a set of reaction wrenches that an object can experience whilst in contact with its environment. This polyhedron is a powerful tool to control an object’s motion and interaction with the environment. It can be derived analytically, upon knowledge of object and environment geometries, contact point locations and friction coefficients. We propose to estimate the polyhedral friction cone so that a priori knowledge of these quantities is no longer required. Additionally, we introduce a solution to transform the estimated friction cone to avoid re-estimation while the object moves. We present an analysis of the estimated polyhedral friction cone and demonstrate its application for manipulating an object in simulation and with a real robot.
Morteza Azad, Silvia Cruciani, Michael J. Mathew, Graham E. Deacon, Guillaume de Chambrier
ICRA1
2017 Knowledge-based particle swarm optimization for PID controller tuning
abstract
A proportional-integral-derivative (PID) controller is a control loop feedback mechanism widely employed in industrial control systems. The parameters tuning is a sticking point, having a great effect on the control performance of a PID system. There is no perfect rule for designing controllers, and finding an initial good guess for the parameters of a well-performing controller is difficult. In this paper, we develop a knowledge-based particle swarm optimization by incorporating the dynamic response information of PID into the optimizer. Prior knowledge not only empowers the particle swarm optimization algorithm to quickly identify the promising regions, but also helps the proposed algorithm to increase the solution precision in the limited running time. To benchmark the performance of the proposed algorithm, an electric pump drive and an automatic voltage regulator system are selected from industrial applications. The simulation results indicate that the proposed algorithm with a newly proposed performance index has a significant performance on both test cases and outperforms other algorithms in terms of overshoot, steady state error, and settling time.
Mohammad Nabi Omidvar, Morteza Azad, Xin Yao 0001
CEC3
2017 Dynamic manipulability of the center of mass: A tool to study, analyse and measure physical ability of robots
abstract
This paper introduces dynamic manipulability of the center of mass (CoM) as a metric to measure robots' physical abilities to accelerate their CoMs in different directions. By decomposing the effects of velocity dependent constraints, such as unilateral contacts and friction cones, CoM dynamic manipulability is defined as a velocity independent metric which depends only on robot's configuration and inertial parameters. Thus, this metric is independent of any choice of controller and expresses only physical abilities of robots. This important property makes the proposed metric a proper tool to study, analyse and design current and future robots. The outcome of the CoM dynamic manipulability analysis in this paper is an ellipsoid in the CoM acceleration space which graphically shows accessible points due to the unit weighted norm of joint torques. Physical meanings and concepts of two reasonable choices for the weighting matrix, which is used in the weighted norm of joint torques, are discussed and illustrative examples are presented. Since the proposed metric measures physical ability to accelerate the CoM, it is claimed to be a suitable tool to study balance ability of legged robots.
Morteza Azad, Jan Babic, Michael N. Mistry
ICRA1
2015 Balance control strategy for legged robots with compliant contacts
abstract
This paper proposes a momentum-based balancing controller for robots which have non-rigid contacts with their environments. This controller regulates both linear momentum and angular momentum about the center of mass of the robot by controlling the contact forces. Compliant contact models are used to determine the contact forces at the contact points. Simulation results show the performance of the controller on a four-link planar robot standing on various compliant surfaces while unknown external forces in different directions are acting on the center of mass of the robot.
Morteza Azad, Michael N. Mistry
ICRA1
2014 Balancing control algorithm for a 3D under-actuated robot
abstract
This paper presents an angular momentum based controller to control the balancing motion of a spatial underactuated robot with three degrees of under-actuation. The control algorithm is based on the idea of decoupling the robot's motion instantaneously into bending and swivelling motions. This property of the robot is obtained by using a constant velocity joint as the 2-DoF active joint of the robot. Simulation results show the performance of the controller during some interesting motions of the robot such as straightening, crouching and reorienting motions. The last two motions, which are the results of decoupling the robot's motion, are demonstrated here for the first time.
Morteza Azad, Roy Featherstone
IROS1
2014 A New Nonlinear Model of Contact Normal Force
abstract
This paper presents a new nonlinear model of the normal force that arises during compliant contact between two spheres, or between a sphere and a flat plate. It differs from a well-known existing model by only a single term. The advantage of the new model is that it accurately predicts the measured values of the coefficient of restitution between spheres and plates of various materials, whereas other models do not.
Morteza Azad, Roy Featherstone
IEEE Trans. Robotics1
2013 Balancing and hopping motion of a planar hopper with one actuator
abstract
In this paper, a new control algorithm is presented for implementing hopping and balancing motions on a planar hopping machine with a single actuated revolute joint. Starting with a simple control algorithm for balancing, it is extended to perform trajectory-tracking maneuvers, which enables it to perform the crouching, lift-off and flight phases of a single hop, as well as re-balancing after landing. Simulation results are presented showing that the control system works well, and that it is not significantly affected by small amounts of slipping between the foot and the ground.
Morteza Azad, Roy Featherstone
ICRA1