scispace - formally typeset
Open AccessPosted Content

Coverage control for mobile sensing networks

Reads0
Chats0
TLDR
This paper proposes gradient descent algorithms for a class of utility functions which encode optimal coverage and sensing policies which are adaptive, distributed, asynchronous, and verifiably correct.
Abstract
This paper presents control and coordination algorithms for groups of vehicles. The focus is on autonomous vehicle networks performing distributed sensing tasks where each vehicle plays the role of a mobile tunable sensor. The paper proposes gradient descent algorithms for a class of utility functions which encode optimal coverage and sensing policies. The resulting closed-loop behavior is adaptive, distributed, asynchronous, and verifiably correct.

read more

Citations
More filters

Dynamic Vehicle Routing for Robotic Networks

Marco Pavone
TL;DR: This dissertation develops concepts and algorithms for dynamic vehicle routing, that is, for the automatic planning of optimal multi-vehicle routes to provide service to demands that are generated over time by an exogenous process.
Proceedings ArticleDOI

Locating a Circular Biochemical Source: Modeling and Control

TL;DR: The diffusion model for a circular source is developed and control theoretic analysis of the resulting FIM motion algorithm is performed to confirm that by using the motion algorithm, the circular biochemical source is located with a high degree of accuracy.
Journal ArticleDOI

Ant Robotic Swarm for Visualizing Invisible Hazardous Substances

John Oyekan, +1 more
- 07 Jan 2013 - 
TL;DR: A swarm of ant robotic agents (robots with limited sensing, communication, computational and memory resources) form a visual representation of distributed hazardous substances within an environment dominated by diffusion processes using a decentralized approach.
Proceedings ArticleDOI

Establishment and Maintenance of a Delay Tolerant Network through Decentralized Mobility Control

TL;DR: This paper investigates the establishment and maintenance of a delay tolerant network through decentralized mobility control through hierarchical approach and a hierarchical approach in which helper nodes are assigned specific sensor nodes or regions of activity through resource allocation algorithms.
Journal ArticleDOI

Communication constraints multi-agent territory exploration task

TL;DR: The LFIP based exploration framework previously developed is extended, to address the Multi-Agent Territory Exploration (MATE-nk) task under severe communication constraints, and makes use of a graph theory for characterizing the communication.
References
More filters
Journal ArticleDOI

Consensus problems in networks of agents with switching topology and time-delays

TL;DR: A distinctive feature of this work is to address consensus problems for networks with directed information flow by establishing a direct connection between the algebraic connectivity of the network and the performance of a linear consensus protocol.
Journal ArticleDOI

Consensus and Cooperation in Networked Multi-Agent Systems

TL;DR: A theoretical framework for analysis of consensus algorithms for multi-agent networked systems with an emphasis on the role of directed information flow, robustness to changes in network topology due to link/node failures, time-delays, and performance guarantees is provided.

Least Squares Quantization in PCM

TL;DR: The corresponding result for any finite number of quanta is derived; that is, necessary conditions are found that the quanta and associated quantization intervals of an optimum finite quantization scheme must satisfy.
Journal ArticleDOI

Coordination of groups of mobile autonomous agents using nearest neighbor rules

TL;DR: A theoretical explanation for the observed behavior of the Vicsek model, which proves to be a graphic example of a switched linear system which is stable, but for which there does not exist a common quadratic Lyapunov function.
Book

A robust layered control system for a mobile robot

TL;DR: A new architecture for controlling mobile robots is described, building a robust and flexible robot control system that has been used to control a mobile robot wandering around unconstrained laboratory areas and computer machine rooms.
Related Papers (5)