Signal Processing for Autonomous Systems
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Beschreibung
This textbook provides information about the essential technical components of building autonomous systems. The book starts by briefly covering basic principles of statistical estimation theory, an essential tool required in various steps in the implementation of autonomous systems. The book also includes technical details of the navigation systems along with their required components. The authors cover terrestrial and non-terrestrial infrastructures that could appear in some autonomous vehicles’ implementations, incorporating several types of Lidars, Radars, and wireless networks, as well as the integration of acquired information originating from distinct sources. Several signal processing tools taking part in the ongoing proposals are described in the text.
- Discusses components involved in the implementation of autonomous systems; providing a complete understanding of each;
- Describes Lidar and Radar basics, both in the classical descriptions and in integrated sensing communications;
- Covers tools for developing autonomous systems, including statistical signal processing and navigation systems;
- Discusses techniques to determine the direction, velocity, and location of an autonomous vehicle and those in the vicinity;
- Covers the various techniques used in an autonomous system’s communication system, including radio access networks.
This textbook provides information about the essential technical components of building autonomous systems. The book starts by briefly covering basic principles of statistical estimation theory, an essential tool required in various steps in the implementation of autonomous systems. The book also includes technical details of the navigation systems along with their required components. The authors cover terrestrial and non-terrestrial infrastructures that could appear in some autonomous vehicles’ implementations, incorporating several types of Lidars, Radars, and wireless networks, as well as the integration of acquired information originating from distinct sources. Several signal processing tools taking part in the ongoing proposals are described in the text.
Discusses components involved in the implementation of autonomous systems, providing a complete understanding of each Describes Lidar and Radar basics, both in the classical descriptions and in integrated sensing communications Covers tools for developing autonomous systems, including statistical signal processing and navigation systems
Autor*in
Yong Ching Lim
Themen in »Signal Processing for Autonomous Systems«
Bayesian Estimation Navigation Satellite System Array Beamforming Communication Principles Multiple Access Methods Cellular Systems Wireless Channels