Fundamentals of Statistical Signal Processing, Volume III: Practical Algorithm Development (Prentice-Hall Signal Processing Series)

Download Fundamentals of Statistical Signal Processing, Volume III: Practical Algorithm Development (Prentice-Hall Signal Processing Series) PDF EPUB

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Kay starts by reviewing methodologies for developing transmission processing algorithms, which includes mathematical modeling, pc simulation, and functionality evaluation. He links ideas to apply by presenting useful analytical outcomes and implementations for style, evaluation, and tests. Next, he highlights particular algorithms which have “stood the check of time,” offers reasonable examples from several crucial app areas, and introduces useful extensions. researchers will specifically appreciate its timely summary of the condition of the practical artwork.

Topics covered consist of

• Step-by-step approach to the look of algorithms
• Evaluating and choosing transmission and noise versions
• Functionality evaluation, metrics, tradeoffs, examining, and documentation
• Optimal methods using the “big theorems”
• Algorithms for estimation, recognition, and spectral estimation
• Complete case research: Radar Doppler center rate of recurrence estimation, magnetic signal recognition, and heartrate monitoring

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See also

• Time Frequency Analysis: Theory and Applications
• DSP First (2nd Edition)
• Statistical Signal Processing: Detection, Estimation, and Time Series Analysis