Robofisense: Attention-based robotic arm activity recognition with wifi sensing

R Zandi, K Behzad, E Motamedi… - IEEE Journal of …, 2024 - ieeexplore.ieee.org
Despite the current surge of interest in autonomous robotic systems, robot activity
recognition within restricted indoor environments remains a formidable challenge …

RoboMNIST: A Multimodal Dataset for Multi-Robot Activity Recognition Using WiFi Sensing, Video, and Audio

K Behzad, R Zandi, E Motamedi, H Salehinejad… - arXiv preprint arXiv …, 2024 - arxiv.org
We introduce a novel dataset for multi-robot activity recognition (MRAR) using two robotic
arms integrating WiFi channel state information (CSI), video, and audio data. This …

Convergence Analysis of Overparametrized LQR Formulations

ACB de Oliveira, M Siami, ED Sontag - arXiv preprint arXiv:2408.15456, 2024 - arxiv.org
Motivated by the growing use of Artificial Intelligence (AI) tools in control design, this paper
takes the first steps towards bridging the gap between results from Direct Gradient methods …

Beyond Linearity: Sensing and Control in Nonlinear Multi-agent Dynamics

ACB de Oliveira - 2024 - search.proquest.com
This dissertation delves into the multifaceted intersection of optimization theory and control,
aiming to elucidate fundamental trade-offs and insights into the study of dynamical systems …