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Neural Preprocessing and Control of Reactive Walking Machines: Towards Versatile Artificial Perception-Action Systems Softcover reprint of hardcover 1st ed. 2007 [Mīkstie vāki]

  • Formāts: Paperback / softback, 187 pages, height x width: 235x155 mm, weight: 454 g, XVI, 187 p., 1 Paperback / softback
  • Sērija : Cognitive Technologies
  • Izdošanas datums: 30-Nov-2010
  • Izdevniecība: Springer-Verlag Berlin and Heidelberg GmbH & Co. K
  • ISBN-10: 364208835X
  • ISBN-13: 9783642088353
  • Mīkstie vāki
  • Cena: 46,91 €*
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  • Formāts: Paperback / softback, 187 pages, height x width: 235x155 mm, weight: 454 g, XVI, 187 p., 1 Paperback / softback
  • Sērija : Cognitive Technologies
  • Izdošanas datums: 30-Nov-2010
  • Izdevniecība: Springer-Verlag Berlin and Heidelberg GmbH & Co. K
  • ISBN-10: 364208835X
  • ISBN-13: 9783642088353
Biologically inspired walking machines are fascinating objects to study, from thepointofviewoftheirmechatronicaldesignaswellastherealisationofc- trol concepts. Research on this subject takes its place in a rapidly growing, highly interdisciplinary ?eld, uniting contributions from areas as diverse as biology, biomechanics, material science, neuroscience, engineering, and c- puter science. Nature has found fascinating solutions for the problem of legged loco- tion, and the mechanisms generating the complex motion patterns performed by animals are still not very well understood. Natural movements provide the impressionofeleganceandsmoothness,whereastheimitationoftheirarti cial analogues still looks rather clumsy. The diverse research on arti cial legged locomotion mainly concentrated on the mechanical design and on pure movement control of these machines; i.e., in general these machines were unable to perceive their environment and reactappropriately.Contributionsdevelopingembodiedcontroltechniquesfor sensor-driven behaviors are rare, and if considered, they deal only with one type of behavior; naturally, this is most often an obstacle avoidance behavior. There are only a few approaches devoted to the multimodal generation of several reactive behaviors. This book presents a pioneering approach to tackle this challenging pr- lem. Inspired by the obstacle avoidance and escape behaviors of cockroaches and scorpions, which here are understood as negative tropisms, and by the prey-capturing behavior of spiders, taken as a positive tropism, corresponding sensors and neural control modules are introduced in such a way that wa- ing machines can sense and react to environmental stimuli in an animal-like fashion.
Biologically Inspired Perception-Action Systems.- Neural Concepts and Modeling.- Physical Sensors and Walking Machine Platforms.- Artificial Perception-Action Systems.- Performance of Artificial Perception-Action Systems.- Conclusions.