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Control, Learning and Optimization with Applications in Connected and Autonomous Vehicles - (Transportation) (Hardcover) - 1 of 1

Control, Learning and Optimization with Applications in Connected and Autonomous Vehicles - (Transportation) (Hardcover)

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Highlights

  • Connected and autonomous vehicles (CAVs) have enormous potential to shape the future of transportation.
  • Author(s): Weinan Gao & Zhong-Ping Jiang & Andreas Malikopoulos
  • 350 Pages
  • Technology, Civil
  • Series Name: Transportation

Description



About the Book



This book investigates the convergence of control, learning, and optimization techniques, used to enhance CAV safety, mobility, energy efficiency, and overall performance, helping readers gain a deep understanding of the key developments and emerging trends in CAV technologies.



Book Synopsis



Connected and autonomous vehicles (CAVs) have enormous potential to shape the future of transportation. As this complex and dynamic field grows, researchers are looking for ways to improve the efficiency and performance of CAVs. Through employing predictive modeling, machine learning, and advanced sensor fusion approaches, CAVs can anticipate and respond to hazardous situations with greater precision and speed. Control algorithms coupled with real-time data analysis enable CAVs to achieve significant reductions in energy consumption without compromising performance or safety.

This book investigates the convergence of control, learning, and optimization techniques used to enhance CAV safety, mobility, energy efficiency, and overall performance, helping readers gain a deeper understanding of the key developments and emerging trends in CAV technologies.

It includes chapters on human-vehicle shared control, vehicle platooning, motion prediction and planning for autonomous vehicles, predictive and adaptive cruise control, reinforcement learning, energy optimisation, as well as cyber-security and privacy issues in learning-based vehicle control.

This book is a comprehensive resource for researchers and advanced students interested in the transformative potential of CAVs in future transport and looking for further insights to navigate this complex and dynamic field.

Dimensions (Overall): 9.21 Inches (H) x 6.14 Inches (W)
Suggested Age: 22 Years and Up
Number of Pages: 350
Genre: Technology
Sub-Genre: Civil
Series Title: Transportation
Publisher: Institution of Engineering & Technology
Theme: Transportation
Format: Hardcover
Author: Weinan Gao & Zhong-Ping Jiang & Andreas Malikopoulos
Language: English
Street Date: April 1, 2026
TCIN: 1007820386
UPC: 9781837241606
Item Number (DPCI): 247-40-5740
Origin: Made in the USA or Imported
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Shipping details

Estimated ship dimensions: 1 inches length x 6.14 inches width x 9.21 inches height
Estimated ship weight: 1 pounds
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