000 02635cam a2200289Ii 4500
001 9781315155357
008 180706s2018 flua ob 001 0 eng d
020 _a9781315155357
_q(e-book : PDF)
020 _a9781351641876
_q(e-book: Mobi)
020 _z9781138746275
_q(paperback)
020 _z9781498781992
_q(hardback)
024 7 _a10.1201/9781315155357
_2doi
035 _a(OCoLC)1001912284
050 4 _aTK5102.9
_b.A678 2018
082 0 4 _a621.3822
_bA655
100 1 _aApte, Shaila Dinkar,
_eauthor.
_917276
245 1 0 _aRandom signal processing /
_cShaila Dinkar Apte.
264 1 _aBoca Raton :
_bCRC Press,
_c2018.
300 _a1 online resource (xxii, 440 pages)
505 0 _achapter 1 Introduction to Random Signals -- chapter 2 Properties of Random Variables -- chapter 3 Multiple Random Variables and Random Process -- chapter 4 Detection and Estimation -- chapter 5 Fundamentals of Speech Processing -- chapter 6 Spectral Estimation of Random Signals -- chapter 7 Statistical Speech Processing -- chapter 8 Transform Domain Speech Processing -- chapter 9 Image Processing Techniques -- chapter 10 Applications of Random Signal Processing.
520 _a"This book covers random signals and random processes along with estimation of probability density function, estimation of energy spectral density and power spectral density. The properties of random processes and signal modelling are discussed with basic communication theory estimation and detection. MATLAB simulations are included for each concept with output of the program with case studies and project ideas. The chapters progressively introduce and explain the concepts of random signals and cover multiple applications for signal processing.The book is designed to cater to a wide audience starting from the undergraduates (electronics, electrical, instrumentation, computer, and telecommunication engineering) to the researchers working in the pertinent fields.Key Features: Aimed at random signal processing with parametric signal processing-using appropriate segment size. Covers speech, image, medical images, EEG and ECG signal processing. Reviews optimal detection and estimation. Discusses parametric modeling and signal processing in transform domain. Includes MATLAB codes and relevant exercises, case studies and solved examples including multiple choice questions"--Provided by publisher.
650 0 _aSignal processing.
_94052
650 0 _aRandom variables.
_92640
776 0 8 _iPrint version:
_z9781498781992
_w(DLC) 2017013790
856 4 0 _uhttps://www.taylorfrancis.com/books/9781315155357
_zClick here to view.
942 _cEBK
999 _c71482
_d71482