Fundamentals of Statistical Signal Processing, Volume III : Practical Algorithm Development - KAY, STEVEN M.

Fundamentals of Statistical Signal Processing, Volume III : Practical Algorithm Development

STEVEN M. KAY

Yayınevi: Prentice Hall

Yayın tarihi: 11/2017

ISBN: 9780134878409

İngilizce | 504 Sayfa | 17,53x22,61x2,79 cm.

Tür: Matematik-İstatistik

  • Temin Süresi 3 - 7 iş günü

  • ÜYE GİRİŞİ YAPIN

    temin süresi ve fiyatını size bildirelim

  • ÜYE GİRİŞİ YAPIN

    stoklarımıza girdiğinde bilgilendirelim

The Complete, Modern Guide to Developing Well-Performing Signal Processing Algorithms

 

In Fundamentals of Statistical Signal Processing, Volume III: Practical Algorithm Development, author Steven M. Kay shows how to convert theories of statistical signal processing estimation and detection into software algorithms that can be implemented on digital computers. This final volume of Kay’s three-volume guide builds on the comprehensive theoretical coverage in the first two volumes. Here, Kay helps readers develop strong intuition and expertise in designing well-performing algorithms that solve real-world problems.

 

Kay begins by reviewing methodologies for developing signal processing algorithms, including mathematical modeling, computer simulation, and performance evaluation. He links concepts to practice by presenting useful analytical results and implementations for design, evaluation, and testing. Next, he highlights specific algorithms that have “stood the test of time,” offers realistic examples from several key application areas, and introduces useful extensions. Finally, he guides readers through translating mathematical algorithms into MATLAB® code and verifying solutions.

 

Topics covered include

Step-by-step approach to the design of algorithms Comparing and choosing signal and noise models Performance evaluation, metrics, tradeoffs, testing, and documentation Optimal approaches using the “big theorems” Algorithms for estimation, detection, and spectral estimation Complete case studies: Radar Doppler center frequency estimation, magnetic signal detection, and heart rate monitoring

Exercises are presented throughout, with full solutions, and executable MATLAB code that implements all the algorithms is available for download.

İlgili Ürünler

Bu Türde Çok Satanlar

Kredi Kartına Taksit İmkanı
  • 3 Taksit

  • 3 Taksit

  • 3 Taksit

  • 3 Taksit

©1996-2022 Pandora Yayın ve Kitap Hizmetleri A.Ş.

Mersis No: 0721-0430-4310-0015

Tasarım : Logo Site Tasarımı