Decoding Hidden Markov Models
A Practical Guide for DSP and Electronics Professionals
Unlock the power of Hidden Markov Models (HMMs) in the realm of digital signal processing and electronics with "Decoding Hidden Markov Models: A Practical Guide for DSP and Electronics Professionals." This comprehensive book bridges the gap between theory and application, providing you with the knowledge and tools to harness the full potential of HMMs in your work. From the fundamentals of Markov chains to advanced algorithms for model training and decoding, this guide takes you on a journey through the intricacies of HMMs. You'll explore real-world applications in speech recognition, gesture analysis, and fault detection in electronic systems, gaining insights that will elevate your understanding and implementation of these powerful models. Whether you're an electronics engineer, a DSP specialist, or a curious student, this book offers a blend of theoretical foundations and practical examples that will enhance your skills and broaden your perspective. By the end, you'll be equipped with the knowledge to design, implement, and optimize HMM-based solutions for a wide range of signal processing challenges.
Est. Length
284 pages (14 chapters)
Language
English
Publication date
Nov 23, 2024
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