Jayaraman J. Thiagarajan, Karthikeyan Natesan Ramamurthy, Pavan Turaga, Andreas Spanias
Sari: Synthesis Lectures on Image, Video, and Multimedia Processing
(Ilmumisaeg: 01-Jun-2022, PDF+DRM, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031022500)
Image understanding has been playing an increasingly crucial role in several inverse problems and computer vision. Sparse models form an important component in image understanding, since they emulate the activity of neural receptors in the primary vi...Loe edasi...
(Ilmumisaeg: 01-Jun-2022, PDF+DRM, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031025051)
The efficiency of solar energy farms requires detailed analytics and information on each panel regarding voltage, current, temperature, and irradiance. Monitoring utility-scale solar arrays was shown to minimize the cost of maintenance and help optim...Loe edasi...
Henry Braun, Mahesh Banavar, Andreas Spanias, Venkatachalam Krishnan, CIHAN TEPEDELENLIOGLU, Tohru Takemasa, Shinichi Takeda
Sari: Synthesis Lectures on Power Electronics
(Ilmumisaeg: 01-Jun-2022, PDF+DRM, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031024979)
Although the solar energy industry has experienced rapid growth recently, high-level management of photovoltaic (PV) arrays has remained an open problem. As sensing and monitoring technology continues to improve, there is an opportunity to deploy sen...Loe edasi...
Xue Zhang, Cihan Tepedelenlioglu, Mahesh Banavar, Andreas Spanias
Sari: Synthesis Lectures on Communications
(Ilmumisaeg: 01-Jun-2022, PDF+DRM, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031016837)
In sensor network applications, measured data are often meaningful only when the location is accurately known. In this booklet, we study research problems associated with node localization in wireless sensor networks. We describe sensor network local...Loe edasi...
(Ilmumisaeg: 01-Jun-2022, PDF+DRM, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031025365)
The Kalman filter is the Bayesian optimum solution to the problem of sequentially estimating the states of a dynamical system in which the state evolution and measurement processes are both linear and Gaussian. Given the ubiquity of such systems, the...Loe edasi...
(Ilmumisaeg: 31-May-2022, PDF+DRM, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031037580)
This book introduces basic machine learning concepts and applications for a broad audience that includes students, faculty, and industry practitioners. We begin by describing how machine learning provides capabilities to computers and embedded system...Loe edasi...
(Ilmumisaeg: 31-May-2022, PDF+DRM, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031015373)
This book provides an introduction to narrowband array signal processing, classical and subspace-based direction of arrival (DOA) estimation with an extensive discussion on adaptive direction of arrival algorithms. The book begins with a presentation...Loe edasi...
Sari: Synthesis Lectures on Algorithms and Software in Engineering
(Ilmumisaeg: 31-May-2022, PDF+DRM, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031015182)
The MPEG-1 Layer III (MP3) algorithm is one of the most successful audio formats for consumer audio storage and for transfer and playback of music on digital audio players. The MP3 compression standard along with the AAC (Advanced Audio Coding) algor...Loe edasi...
Sai Zhang, Cihan Tepedelenlioglu, Andreas Spanias, Mahesh Banavar
Sari: Synthesis Lectures on Communications
(Ilmumisaeg: 31-May-2022, PDF+DRM, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031016844)
The area of detection and estimation in a distributed wireless sensor network (WSN) has several applications, including military surveillance, sustainability, health monitoring, and Internet of Things (IoT). Compared with a wired centralized sensor n...Loe edasi...
Sari: Synthesis Lectures on Algorithms and Software in Engineering
(Ilmumisaeg: 31-May-2022, PDF+DRM, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031015144)
This book describes several modules of the Code Excited Linear Prediction (CELP) algorithm. The authors use the Federal Standard-1016 CELP MATLAB(R) software to describe in detail several functions and parameter computations associated with analysis-...Loe edasi...
(Ilmumisaeg: 31-May-2022, PDF+DRM, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031016820)
Autonomous vehicles use global navigation satellite systems (GNSS) to provide a position within a few centimeters of truth. Centimeter positioning requires accurate measurement of each satellites direct path propagation time. Multipath corrupts the...Loe edasi...
Henry Braun, Pavan Turaga, Andreas Spanias, Sameeksha Katoch, Suren Jayasuriya, Cihan Tepedelenlioglu
Sari: Synthesis Lectures on Signal Processing
(Ilmumisaeg: 31-May-2022, PDF+DRM, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031025419)
Compressed sensing (CS) allows signals and images to be reliably inferred from undersampled measurements. Exploiting CS allows the creation of new types of high-performance sensors including infrared cameras and magnetic resonance imaging systems. Ad...Loe edasi...
(Ilmumisaeg: 26-Feb-2007, PDF+DRM, Kirjastus: John Wiley & Sons Inc, ISBN-13: 9780470041963)
An in-depth treatment of algorithms and standards for perceptual coding of high-fidelity audio, this self-contained reference surveys and addresses all aspects of the field. Coverage includes signal processing and perceptual (psychoacoustic) fundamen...Loe edasi...
