Co-design of autonomous systems: From hardware selection to control synthesis

G Zardini, A Censi, E Frazzoli - 2021 European Control …, 2021 - ieeexplore.ieee.org
Designing cyber-physical systems is a complex task which requires insights at multiple
abstraction levels. The choices of single components are deeply interconnected and need to …

A mathematical characterization of minimally sufficient robot brains

B Sakcak, KG Timperi, V Weinstein… - … Journal of Robotics …, 2024 - journals.sagepub.com
This paper addresses the lower limits of encoding and processing the information acquired
through interactions between an internal system (robot algorithms or software) and an …

Co-design of embodied intelligence: A structured approach

G Zardini, D Milojevic, A Censi… - 2021 IEEE/RSJ …, 2021 - ieeexplore.ieee.org
We consider the problem of co-designing embodied intelligence as a whole in a structured
way, from hardware components such as propulsion systems and sensors to software …

On the design of minimal robots that can solve planning problems

DA Shell, JM O'Kane… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
This article examines the selection of a robot's actuation and sensing hardware to minimize
the cost of that design while ensuring that the robot is capable of carrying out a plan to …

Reactivity and statefulness: Action-based sensors, plans, and necessary state

G McFassel, DA Shell - The International Journal of Robotics …, 2023 - journals.sagepub.com
Typically to a roboticist, a plan is the outcome of other work, a synthesized object that
realizes ends defined by some problem; plans qua plans are seldom treated as first-class …

Resource-Efficient Task-Driven Co-Design of Perception and Decision Making in Autonomous Robots

D Milojevic, G Zardini, M Elser… - IEEE Transactions …, 2024 - research-collection.ethz.ch
This paper discusses the integration challenges and strategies for designing mobile robots,
by focusing on the task-driven, optimal selection of hardware and software to balance safety …

Task-driven modular co-design of vehicle control systems

G Zardini, Z Suter, A Censi… - 2022 IEEE 61st …, 2022 - ieeexplore.ieee.org
When designing autonomous systems, we need to consider multiple trade-offs at various
abstraction levels, and the choices of single (hardware and software) components need to …

Sensing and Infrastructure Design for Robots: A Plan-Based Perspective

GA McFASSEL - 2023 - search.proquest.com
Currently there do not exist general-purpose robots, and the procedures by which robots are
designed are often ad hoc. Additionally, designers must deal with considerations including …

Accelerating combinatorial filter reduction through constraints

Y Zhang, H Rahmani, DA Shell… - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
Reduction of combinatorial filters involves compressing state representations that robots
use. Such optimization arises in automating the construction of minimalist robots. But exact …

Lattices of sensors reconsidered when less information is preferred

Y Zhang, DA Shell - arXiv preprint arXiv:2106.00805, 2021 - arxiv.org
To treat sensing limitations (with uncertainty in both conflation of information and noise) we
model sensors as covers. This leads to a semilattice organization of abstract sensors that is …