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Gim Song Soh

17 accepted papers

2022

Aggregation Functions for Simultaneous Attitude and Image Estimation With Event Cameras at High Angular Rates

RA-L 2022

For fast-moving event cameras, projection of events onto the image frame exhibits smearing of events analogous to high motion blur. For camera attitude estimation, this presents a causality dilemma where motion prior is required to unsmear events, but an image prior is required to estimate motion. T

Cited by 8SourceScholar
2022

Multi-AGV's Temporal Memory-Based RRT Exploration in Unknown Environment

RA-L 2022

With the increasing need for multi-robot for exploring the unknown region in a challenging environment, efficient collaborative exploration strategies are needed for achieving such feat. A frontier-based Rapidly-Exploring Random Tree (RRT) exploration can be deployed to explore an unknown environmen

Cited by 33SourceScholar
2021

Joint Mechanical Design and Flight Control Optimization of a Nature-Inspired Unmanned Aerial Vehicle via Collaborative Co-Evolution

RA-L 2021

In this work, a collaborative co-evolution approach is adopted to solve a joint physical design and feedback control optimization problem of a nature-inspired Unmanned Aerial Vehicle (UAV). Unlike traditional multirotors and fixed-wing aircraft, lift is achieved by spinning its entire body with atta

Cited by 8SourceScholar
2020

A Model-Based Reinforcement Learning and Correction Framework for Process Control of Robotic Wire Arc Additive Manufacturing

ICRA 2020poster

Robotic Wire Arc Additive Manufacturing (WAAM) utilizes a robot arm as a motion system to build 3D metallic objects by depositing weld beads one above the other in a layer by layer fashion. A key part of this approach is the process study and control of Multi-Layer Multi-Bead (MLMB) deposition, whic…

Cited by 72SourceScholar
2020

Flydar: Magnetometer-based High Angular Rate Estimation during Gyro Saturation for SLAM

ICRA 2020poster

In this paper, the high angular rate estimation for simultaneous localisation and mapping (SLAM) of a Flying Li-DAR (Flydar) is presented. The proposed EKF-based algorithm exploits the sinusoidal magnetometer measurement generated by the continuously rotating airframe for estimation of the robot hov…

Cited by 9SourceScholar
2020

SHIFT: Selective Heading Image for Translation An onboard monocular optical flow estimator for fast constantly rotating UAVs

ICRA 2020poster

Pose estimation is of paramount importance for flight control as well as localization and navigation of Unmanned Aerial Vehicles (UAVs) to enable autonomous operations. In environments without GPS, such estimation can only be determined using onboard sensors; optical flow using a monocular camera is…

Cited by 3SourceScholar
2019

A Reinforcement Learning Approach for Control of a Nature-Inspired Aerial Vehicle

ICRA 2019poster

In this work, reinforcement learning is used to develop a position controller for an underactuated nature-inspired Unmanned Aerial Vehicle (UAV). This particular configuration of UAVs achieves lift by spinning its entire body contrary to standard multi-rotors or fixed-wing aircraft. Deep Determinist…

Cited by 14SourceScholar
2019

Design and Analysis of A Miniature Two-Wheg Climbing Robot with Robust Internal and External Transitioning Capabilities

ICRA 2019poster

Plane-to-plane transitioning has been a significant challenge for climbing robots. To accomplish this, additional actuator or robot module is usually required which significantly increases both size and weight of the robot. This paper presents a two-wheg miniature climbing robot with a novel passive…

Cited by 17SourceScholar
2019

Dynamics and Control of a Collaborative and Separating Descent of Samara Autorotating Wings

RA-L 2019

To deliver lightweight sensor payloads to disaster-struck areas by means of an aerial deployment, a novel bio-inspired method capitalizing on autorotation to slow down vertical descent rate is proposed. This concept is illustrated using the samara autorotating wing (SAW) platform, which features a u

Cited by 19SourceScholar
2018

Direction Controlled Descent of Samara Autorotating Wings (SAW) with N-Wings

ICRA 2018poster

The seeds of Maple trees (Samara) use autorotation as a unique mechanism to disperse their seeds. By exploiting gyroscopic stability of a spinning wing, the Samara is able to cover large horizontal distance despite having no form of propulsion. We applied and adapted this natural ability in our nove…

Cited by 15SourceScholar
2018

Direction Controlled Descent of Samara Autorotating Wings (SAW) with N-Wings * Research supported by the SUTD-MIT International Design Centre (IDC) and by the Temasek Laboratories Defence Innovation Research Programme (DIRP) IGDSP15020141

ICRA 2018

The seeds of Maple trees (Samara) use autorotation as a unique mechanism to disperse their seeds. By exploiting gyroscopic stability of a spinning wing, the Samara is able to cover large horizontal distance despite having no form of propulsion. We applied and adapted this natural ability in our nove

Cited by 27SourceScholar
2017

Design and dynamic analysis of a Transformable Hovering Rotorcraft (THOR)

ICRA 2017poster

This paper describes the Transformable HOvering Rotorcraft (THOR), a prototype Unmanned Aerial Vehicle (UAV) that explores a novel approach in combining the range and speed of a horizontal flying platform with the hovering and maneuverability of a rotor-wing. This is achieved by integrating a taille…

Cited by 52SourceScholar
2017

Steerable miniature legged robot driven by a single piezoelectric bending unimorph actuator

ICRA 2017poster

In small mobile robots, decreasing the number of actuators is usually desirable to reduce the size and weight of the robot, but it is usually at the expense of the robot's degree of freedom (DOF). This work presents the development and preliminary experimental testing of a novel Legged Piezoelectric…

Cited by 50SourceScholar
2016

A tether-less Legged Piezoelectric Miniature Robot using bounding gait locomotion for bidirectional motion

ICRA 2016

This paper describes the design and evaluation of a Legged Piezoelectric Miniature Robot (LPMR) propelled by standing wave vibrations at the legs, which are biologically inspired by the bounding gait locomotion of animals. The LPMR comprises of a single piezoelectric patch, a metal beam, two contact

Cited by 36SourceScholar