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Ankur Mehta

19 accepted papers

2025

Mechanisms and Computational Design of Multi-Modal End-Effector with Force Sensing Using Gated Networks

ICRA 2025

In limbed robotics, end-effectors must serve dual functions, such as both feet for locomotion and grippers for grasping, which presents design challenges. This paper introduces a multi-modal end-effector capable of transitioning between flat and line foot configurations while providing grasping capa

Cited by 1SourcecodeScholar
2023

Social Triangles and Aggressive Lines: Multi-Robot Formations Impact Navigation and Approach

IROS 2023poster

Spatial formations can give many social cues, such as illustrating a group of people are having a conversation (social affiliation), or that they are trying to move swiftly through a space (functional goal). This work explored how people perceive varied robots formations while navigating through a s…

Cited by 0SourceScholar
2023

StarBlocks: Soft Actuated Self-Connecting Blocks for Building Deformable Lattice Structures

RA-L 2023

In this paper, we present a soft modular block inspired by tensegrity structures that can form load-bearing structures through self-assembly. The block comprises a stellated compliant skeleton, shape memory alloy muscles, and permanent magnet connectors. We classify five deformation primitives for i

Cited by 30SourceScholar
2022

BOEM-SLAM: A Block Online EM Algorithm for the Visual-Inertial SLAM Backend

IROS 2022poster

In this paper we present BOEM-SLAM, a backend for visual-inertial SLAM systems capable of creating a globally consistent trajectory and map without retaining the entire history of data. By leveraging the hidden Markov model structure, BOEM-SLAM can summarize historical data into sufficient statistic…

Cited by 1SourceScholar
2022

Direct LiDAR Odometry: Fast Localization With Dense Point Clouds

RA-L 2022

Field robotics in perceptually-challenging environments require fast and accurate state estimation, but modern LiDAR sensors quickly overwhelm current odometry algorithms. To this end, this letter presents a lightweight frontend LiDAR odometry solution with consistent and accurate localization for c

Cited by 178SourcecodeScholar
2022

Joint State and Input Estimation of Agent Based on Recursive Kalman Filter Given Prior Knowledge

ICRA 2022poster

Modern autonomous systems are purposed for many challenging scenarios, where agents will face unexpected events and complicated tasks. The presence of disturbance noise with control command and unknown inputs can negatively impact robot performance. Previous research of joint input and state estimat…

Cited by 1SourceScholar
2021

Computational Design and Fabrication of Corrugated Mechanisms from Behavioral Specifications

ICRA 2021poster

Orthogonally assembled double-layered corrugated (OADLC) mechanisms are a class of foldable structures that harness origami-inspired methods to enhance the structural stiffness of resulting devices; these mechanisms have extensive applications due to their lightweight, compact nature as well as thei…

Cited by 5SourceScholar
2021

LTO: Lazy Trajectory Optimization with Graph-Search Planning for High DOF Robots in Cluttered Environments

ICRA 2021poster

Although Trajectory Optimization (TO) is one of the most powerful motion planning tools, it suffers from expensive computational complexity as a time horizon increases in cluttered environments. It can also fail to converge to a globally optimal solution. In this paper, we present Lazy Trajectory Op…

Cited by 3SourceScholar
2021

Unsupervised Monocular Depth Learning with Integrated Intrinsics and Spatio-Temporal Constraints

IROS 2021poster

Monocular depth inference has gained tremendous attention from researchers in recent years and remains as a promising replacement for expensive time-of-flight sensors, but issues with scale acquisition and implementation overhead still plague these systems. To this end, this work presents an unsuper…

Cited by 6SourceScholar
2020

Path Planning Under MIMO Network Constraints for Throughput Enhancement in Multi-robot Data Aggregation Tasks

IROS 2020poster

Under line-of-sight (LOS) network conditions, multi-input multi-output (MIMO) wireless communications can increase the channel capacity between a team of robots and a multi-antenna array at a stationary base station. This increased capacity can result in greater data throughput, shortening the time…

Cited by 6SourceScholar
2020

Risk-Averse MPC via Visual-Inertial Input and Recurrent Networks for Online Collision Avoidance

IROS 2020poster

In this paper, we propose an online path planning architecture that extends the model predictive control (MPC) formulation to consider future location uncertainties for safer navigation through cluttered environments. Our algorithm combines an object detection pipeline with a recurrent neural networ…

Cited by 5SourceScholar
2020

Risk-Aware Motion Planning for a Limbed Robot with Stochastic Gripping Forces Using Nonlinear Programming

RA-L 2020

We present a motion planning algorithm with probabilistic guarantees for limbed robots with stochastic gripping forces. Planners based on deterministic models with a worst-case uncertainty can be conservative and inflexible to consider the stochastic behavior of the contact, especially when a grippe

Cited by 27SourceScholar
2015

A Distributed Robot Garden System

ICRA 2015poster

Computational thinking is an important part of a modern education, and robotics provides a powerful tool for teaching programming logic in an interactive and engaging way. The robot garden presented in this paper is a distributed multi-robot system capable of running autonomously or under user contr…

Cited by 12SourceScholar