Target Recognition and Tracking for Millimeter Wave Radar in Intelligent Transportation [electronic resource] / by Lin Cao, Zongmin Zhao, Dongfeng Wang.

Por: Cao, Lin [author.]Colaborador(es): Zhao, Zongmin [author.] | Wang, Dongfeng [author.] | SpringerLink (Online service)Tipo de material: TextoTextoEditor: Singapore : Springer Nature Singapore : Imprint: Springer, 2023Edición: 1st ed. 2023Descripción: IX, 242 p. 204 illus., 84 illus. in color. online resourceTipo de contenido: text Tipo de medio: computer Tipo de portador: online resourceISBN: 9789819915330Tema(s): Telecommunication | Engineering -- Data processing | Signal processing | Transportation engineering | Traffic engineering | Microwaves, RF Engineering and Optical Communications | Data Engineering | Digital and Analog Signal Processing | Transportation Technology and Traffic EngineeringFormatos físicos adicionales: Printed edition:: Sin título; Printed edition:: Sin título; Printed edition:: Sin títuloClasificación CDD: 621.3 Clasificación LoC:TK5101-5105.9Recursos en línea: Libro electrónicoTexto
Contenidos:
Chapter 1. Introduction -- Chapter 2. The system of Traffic radar -- Chapter 3. Signal Processing Algorithm of Microwave Velocity Radar -- Chapter 4. Target Recognition and Tracking of Microwave Velocity Radar -- Chapter 5. The research on Clustering algorithm -- Chapter 6. Multi-target tracking algorithm and system design -- Chapter 7. Information fusion and target recognition based on millimeter wave radar and machine vision.
En: Springer Nature eBookResumen: This book starts with the introduction of the radar working system from a mathematical point of view. It shows the composition of transmitted signal and echo signal, and describes the principle of speed measurement and distance measurement for different radar systems. The book focuses on millimeter-wave radar technologies related to echo signal denoising, target identification, clustering, and target tracking and develops a workable plan for the information fusion idea between millimeter-wave radar and machine vision. This book breaks down the systematic processing flow of millimeter-wave radar echo signals one by one from the standpoint of intelligent transportation, concentrating on the introduction of principles and reinforced by a plethora of experimental instances. So that readers from all relevant professions may comprehend millimeter-wave radar's involvement throughout the complete system process.
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Chapter 1. Introduction -- Chapter 2. The system of Traffic radar -- Chapter 3. Signal Processing Algorithm of Microwave Velocity Radar -- Chapter 4. Target Recognition and Tracking of Microwave Velocity Radar -- Chapter 5. The research on Clustering algorithm -- Chapter 6. Multi-target tracking algorithm and system design -- Chapter 7. Information fusion and target recognition based on millimeter wave radar and machine vision.

This book starts with the introduction of the radar working system from a mathematical point of view. It shows the composition of transmitted signal and echo signal, and describes the principle of speed measurement and distance measurement for different radar systems. The book focuses on millimeter-wave radar technologies related to echo signal denoising, target identification, clustering, and target tracking and develops a workable plan for the information fusion idea between millimeter-wave radar and machine vision. This book breaks down the systematic processing flow of millimeter-wave radar echo signals one by one from the standpoint of intelligent transportation, concentrating on the introduction of principles and reinforced by a plethora of experimental instances. So that readers from all relevant professions may comprehend millimeter-wave radar's involvement throughout the complete system process.

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