Digital signal processing (DSP)

This self-contained introduction contains all students need to start applying machine learning principles to real-world engineering problems.

A comprehensive introduction to Bayesian optimization that starts from scratch and carefully develops all the key ideas along the way.

Discover data-driven learning methods with the third volume of this extraordinary three-volume set.

Trains researchers and graduate students in state-of-the-art statistical and machine learning methods to build models with real-world data.

This book covers algorithmic problems in big data applications, presenting solutions over hierarchical-memory systems along with pseudocode.

Learn to integrate information and decision theory to extend network density and scaling to unprecedented levels.

Discover core topics in inference and learning with the first volume of this extraordinary three-volume set.

The first book on Cloud Radio Access Networks (C-RANs), covering fundamental theory, current techniques, and potential applications.

Get up to speed with the latest developments in automotive Ethernet technology and implementation with this fully revised second edition.

The first book on Cloud Radio Access Networks (C-RANs), covering fundamental theory, current techniques, and potential applications.

A fully updated introductory text that derives the key results of digital communication from first principles.

A fully updated introductory text that derives the key results of digital communication from first principles.

Introduces many concepts and mathematical tools in quantum information theory, with over 100 pages of new material and exercises.

The first complete guide to the physical and engineering principles of Massive MIMO, written by the pioneers of the concept.

Introduces many concepts and mathematical tools in quantum information theory, with over 100 pages of new material and exercises.

The first complete guide to the physical and engineering principles of Massive MIMO, written by the pioneers of the concept.

This practical, applications-oriented book describes essential tools for efficiently handling massive amounts of data.

This practical, applications-oriented book describes essential tools for efficiently handling massive amounts of data.

Provides detailed coverage of the core mathematical concepts underpinning signal processing and its applications.

Get up to speed with the protocols, network architectures and techniques for 5G wireless networks with this comprehensive guide.

Get up to speed with the protocols, network architectures and techniques for 5G wireless networks with this comprehensive guide.

Learn about a new, information-theoretic approach to minimizing interference in 5G wireless networks.

Learn about a new, information-theoretic approach to minimizing interference in 5G wireless networks.

This book covers formulation, algorithms, and structural results of partially observed Markov decision processes, linking theory to real-world applications in controlled sensing.

This book covers formulation, algorithms, and structural results of partially observed Markov decision processes, linking theory to real-world applications in controlled sensing.

An accessible introduction to speech and audio processing with numerous practical illustrations, exercises, and hands-on MATLAB® examples.

Presents state-of-the-art sparse and multiscale image and signal processing with applications in astronomy, biology, MRI, media, and forensics.

Learn how to build efficient, simple, high performance indoor optical wireless communication systems based on visible and infrared light.

Learn how to build efficient, simple, high performance indoor optical wireless communication systems based on visible and infrared light.

An engaging introduction to the critical tools needed to design and evaluate engineering systems operating in uncertain environments.

An engaging introduction to the critical tools needed to design and evaluate engineering systems operating in uncertain environments.

Provides the fundamental principles and practical tools needed to design next-generation wireless networks that are both energy- and spectrum-efficient.

Provides the fundamental principles and practical tools needed to design next-generation wireless networks that are both energy- and spectrum-efficient.

Learn how automotive Ethernet is revolutionizing in-car networking from the experts at the core of its development.

This textbook will provide both undergraduates and practising engineers with an up-to-date and thorough grounding in the concepts of modern digital transmission.

This textbook will provide both undergraduates and practising engineers with an up-to-date and thorough grounding in the concepts of modern digital transmission.

A detailed guide to sparsity, providing a description of their transform-domain statistics and applying the models to practical algorithms.

An accessible undergraduate textbook introducing key fundamental principles behind modern communication systems, supported by exercises, software problems and lab exercises.

A detailed guide to sparsity, providing a description of their transform-domain statistics and applying the models to practical algorithms.

The first book to describe RF hardware design for white space applications, including both analog and digital approaches.

An accessible undergraduate textbook introducing key fundamental principles behind modern communication systems, supported by exercises, software problems and lab exercises.

A comprehensive guide to sampling for engineers, covering the fundamental mathematical underpinnings together with practical engineering principles and applications.

This innovative textbook presents an experiential, holistic approach to multimedia computing along with practical algorithms.

Get the key measurement, modeling, and analytical tools for developing energy-aware and efficient systems and applications with this practical guide.

This innovative textbook presents an experiential, holistic approach to multimedia computing along with practical algorithms.

Comprehensive guide to the restoration of images degraded by motion blur, encompassing algorithms and architectures, with novel computational photography methods.

Comprehensive guide to the restoration of images degraded by motion blur, encompassing algorithms and architectures, with novel computational photography methods.