Bayesian signal processing : classical, modern, and particle filtering methods

• Tác giả: James V Candy
• Ngôn ngữ: eng
• ISBN-10: 1119125456
• ISBN-13: 978-1119125471
• Ký hiệu phân loại: 621.382201519542 Electrical, magnetic, optical, communications, computer engineering; electronics, lighting
• Thông tin xuất bản: Hoboken, New Jersey : John Wiley & Sons Inc., 2016
• Mô tả vật lý: 1 PDF (640 pages).
• Bộ sưu tập: Tài liệu truy cập mở
• ID: 314773
• Chủ đề: 1. Bayesian statistical decision theory; 2. Signal processing--Mathematics

Includes bibliographical references at the end of each chapters and index.

Tóm tắt

Bayesian-based signal processing is expected to dominate the future of model-based signal processing for years to come. This book develops the 'Bayesian approach' to statistical signal processing for a variety of useful model sets with an emphasis on nonlinear/non-Gaussian problems, as well as classical techniques.