Separate signals from noise with this valuable introduction to signal processing by applied decomposition The decomposition of complex signals into the sub-signals, or individual components, is a crucial tool in signal processing. It allows each component of a signal to be analyzed individually, enables the signal to be isolated from noise, and processed in full. Decomposition processes have not always been widely adopted due to the difficult underlying mathematics and complex applications. This text simplifies these obstacles. Signal Processing: An Applied Decomposition Approach demystifies these tools from a model-based perspective. This offers a mathematically informed, “step-by-step” analysis of the process by breaking down a composite signal/system into its constituent parts, while introducing both fundamental concepts and advanced applications. This comprehensive approach addresses each of the major decomposition techniques, making it an indispensable addition to any library specializing in signal processing. Signal Processing readers will find: Signal decomposition techniques developed from the data-based, spectral-based and model-based perspectives incorporate: statistical approaches (PCA, ICA, Singular Spectrum); spectral approaches (MTM, PHD, MUSIC); and model-based approaches (EXP, LATTICE, SSP) In depth discussion of topics includes signal/system estimation and decomposition, time domain and frequency domain techniques, systems theory, modal decompositions, applications and many more Numerous figures, examples, and tables illustrating key concepts and algorithms are developed throughout the text Includes problem sets, case studies, real-world applications as well as MATLAB notes highlighting applicable commands Signal Processing is ideal for engineering and scientific professionals, as well as graduate students seeking a focused text on signal/system decomposition with performance metrics and real-world applications.
Everything you need to know about neuromuscular disease-in one concise, full-color volume Neuromuscular Disorders is comprehensive in scope, yet concise enough to serve as a valuable point-of-care guide for your day-to-day clinical practice. Grounded by numerous reference sources and enhanced by the experience of two seasoned clinicians, this text provides a pragmatic approach to the evaluation and management of neuromuscular disease. Here, in a single source, you'll get an insightful look at both nerve and muscle conditions, ranging from motor neuron diseases to neuropathies, neuromuscular junction disorders, and myopathies. The book opens with the clinical and laboratory approach to patients with neuromuscular disease, covering electrodiagnostic testing, nerve conduction studies, and muscle and nerve histopathology. With an emphasis on effective diagnosis and treatment, the substance of the text examines the full spectrum of specific neuromuscular diseases, giving you the “big picture” of the discipline in a way that no other text can match. FEATURES: Convenient coverage of both nerve, muscle and neuromuscular transmission disorders-both primary and secondary neuromuscular diseases Specific disease sections encompass the range of conditions likely to be encountered in clinical practice, including amyotrophic lateral sclerosis, myasthenia gravis, radiculopathies and plexopathies, mononeuropathies, various polyneuropathies, toxic myopathies, and dozens more The very latest diagnosis and treatment recommendations and protocols based on the most recent clinical literature and research Well-illustrated with EMGs, histopathology, and clinical photos
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Now in its 57th year, Film Review is the longest-running film annual available. Lively opinion is combined with detailed coverage of the year's cinema releases, as well as features on movie gossip, and the most promising new faces.
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