Signal Processing for Autonomous Systems / by Yong Ching Lim, Paulo S. R. Diniz, Yih-Fang Huang.

Format:

Book

Author/Creator:

Lim, Yong Ching.

Series:

Engineering Series

Language:

English

Subjects (All):

Signal processing.

Telecommunication.

Internet of things.

Signal, Speech and Image Processing.

Communications Engineering, Networks.

Internet of Things.

Local Subjects:

Signal, Speech and Image Processing.

Communications Engineering, Networks.

Internet of Things.

Physical Description:

1 online resource (782 pages)

Edition:

1st ed. 2026.

Place of Publication:

Cham : Springer Nature Switzerland : Imprint: Springer, 2026.

Summary:

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.

Contents:

Introduction

Fisher Statistics and Maximum Likelihood Estimation

Bayesian Estimation

Navigation Satellite System

Introduction To Lidar

Introduction To Radar

Velocity And Distance Estimation

Frequency Estimation

Array Beamforming

Array Signal Pre-Processing

Communication Principles

Multiple Access Methods

Cellular Systems

Wireless Channels

CDMA System

Orthogonal Frequency Division

Multiplex

MIMO Systems

Radar Signal Processing

Conclusion.

Notes:

Description based on publisher supplied metadata and other sources.

ISBN:

3-032-00675-9

9783032006752

OCLC:

1572183664