Canonical Instabilities of Autonomous Vehicle Systems

The Unsettling Reality Behind the Dreams of Greed

Nonfiction, Science & Nature, Technology, Engineering, Automotive, Computers, Advanced Computing, Artificial Intelligence, General Computing
Cover of the book Canonical Instabilities of Autonomous Vehicle Systems by Rodrick Wallace, Springer International Publishing
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Rodrick Wallace ISBN: 9783319699356
Publisher: Springer International Publishing Publication: October 31, 2017
Imprint: Springer Language: English
Author: Rodrick Wallace
ISBN: 9783319699356
Publisher: Springer International Publishing
Publication: October 31, 2017
Imprint: Springer
Language: English

The asymptotic limit theorems of control and information theories make it possible to explore the dynamics of collapse likely to afflict large-scale systems of autonomous ground vehicles that communicate with each other and with an embedding intelligent roadway. Any vehicle/road system is inherently unstable in the control theory sense as a consequence of the basic irregularities of the traffic stream, the road network, and their interactions, placing it in the realm of the Data Rate Theorem that mandates a minimum necessary rate of control information for stability. It appearsĀ that large-scale V2V/V2I systems will experience correspondingly large-scale failures analogous to the vast, propagating fronts of power network blackouts, and possibly less benign but more subtle patterns of individual vehicle, platoon, and mesoscale dysfunction. The central matter is the synergism between poorly-understood traffic flow dynamics and similarly cryptic multisource information network dynamics, leading to highly punctuated phase transition analogs.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

The asymptotic limit theorems of control and information theories make it possible to explore the dynamics of collapse likely to afflict large-scale systems of autonomous ground vehicles that communicate with each other and with an embedding intelligent roadway. Any vehicle/road system is inherently unstable in the control theory sense as a consequence of the basic irregularities of the traffic stream, the road network, and their interactions, placing it in the realm of the Data Rate Theorem that mandates a minimum necessary rate of control information for stability. It appearsĀ that large-scale V2V/V2I systems will experience correspondingly large-scale failures analogous to the vast, propagating fronts of power network blackouts, and possibly less benign but more subtle patterns of individual vehicle, platoon, and mesoscale dysfunction. The central matter is the synergism between poorly-understood traffic flow dynamics and similarly cryptic multisource information network dynamics, leading to highly punctuated phase transition analogs.

More books from Springer International Publishing

Cover of the book Research in History and Philosophy of Mathematics by Rodrick Wallace
Cover of the book At the Frontier of Spacetime by Rodrick Wallace
Cover of the book Human-Computer Interaction. Theories, Methods, and Human Issues by Rodrick Wallace
Cover of the book Social Knowledge Management in Action by Rodrick Wallace
Cover of the book Essential Partial Differential Equations by Rodrick Wallace
Cover of the book Jean Le Rond D'Alembert: A New Theory of the Resistance of Fluids by Rodrick Wallace
Cover of the book Jewish Population and Identity by Rodrick Wallace
Cover of the book The Symbolism and Communicative Contents of Dreadlocks in Yorubaland by Rodrick Wallace
Cover of the book Design Automation for Differential MOS Current-Mode Logic Circuits by Rodrick Wallace
Cover of the book History of Cryptography and Cryptanalysis by Rodrick Wallace
Cover of the book Acquired Neuromuscular Disorders by Rodrick Wallace
Cover of the book Brexit and Democracy by Rodrick Wallace
Cover of the book Natural Antimicrobial Agents by Rodrick Wallace
Cover of the book Software Technologies by Rodrick Wallace
Cover of the book Autonomous Agents and Multiagent Systems by Rodrick Wallace
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy