Name: error detection and recovery in robotics (en Inglés)
SKU: 3426194
Price: 54.12 USD
Availability: InStock
Author: donald

portada error detection and recovery in robotics (en Inglés)

error detection and recovery in robotics (en Inglés)

Formato

Libro Físico

Editorial

Springer

Autor

donald

Idioma

Inglés

N° páginas

314

ISBN

0387969098

ISBN13

9780387969091

Categorías

Inteligencia artificial

error detection and recovery in robotics (en Inglés)

Donald (Autor) · Springer · Libro Físico

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Reseña del libro "error detection and recovery in robotics (en Inglés)"

robotics is the science that attempts to forge an intelligent, computational connection between perception and action. perhaps the most fundamental problems in robotics today are uncertainty and error in control, sensing, and modelling. in this monograph the author provides what is perhaps the first systematic treatment of the uncertainty problem. this book descibes the theory he developed for planning compliant motions for tasks such as robotic assembly. the planner can synthesize robot control programs that are robust in the face of uncertainty in the control system, the robot sensors, and variation in the geometry of the assembly. perhaps the deepest contribution lies in a new theory of error detection and recovery (edr). while edr is largely motivated by the problem of uncertainty its applicability may be quite broad. edr has been a persistent but ill-defined theme in ai and robotics research. the author gives a constructive, geometric definition for edr strategies, and shows how they may be computed. this theory represents an elegant mathematical attack on the problem of error detection and recovery based on geometric and physical reasoning. finally, algorithms for the automatic synthesis of edr strategies are described, and new results on their computational complexity are analyzed.