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Signal Processing of Random Physiological Signals

Part of the Synthesis Lectures on Biomedical Engineering Book Series

DOI: 10.1007/978-3-031-01610-3

ISBN: 978-3-031-00482-7

Publisher: Springer International Publishing - Springer Journals

Jan 1, 2006

1 - 10 of 19 Chapters

LitStream

Chapter 1Biomedical Engineering Signal Analysis

Lessard, Charles S.

Pages: 1 –4
LitStream

Chapter 2System Classification

Lessard, Charles S.

Pages: 5 –10

[As mentioned in Chapter 1, a system as defined in engineering terms is “a collection of objects interacting with each other to accomplish some specific purpose.” Thus, engineers tend to group or classify systems to achieve a better understanding of their excitation, response, and interactions...
LitStream

Chapter 3Classification of Signals

Lessard, Charles S.

Pages: 11 –18

[In this chapter, an overview of various methods to describe signals in a quantitative manner is presented. Most medical devices in the 1950s and 60s presented their output in a strip chart for the physician to view and make some determination (diagnosis); however, with the advent of digital...
LitStream

Chapter 4Basis Functions and Signal Representation

Lessard, Charles S.

Pages: 19 –29
LitStream

Chapter 5Data Acquisition Process

Lessard, Charles S.

Pages: 31 –36

[At this point, I would like to change pace and have a discussion of general steps or procedures in data acquisition and processing. The required operations may be divided into 5 primary categories (Fig. 5.1): Data collection,Data recording/transmission,Data preparation,Data qualification,...
LitStream

Chapter 6Sampling Theory and Analog-to-Digital Conversion

Lessard, Charles S.

Pages: 37 –47
LitStream

Chapter 7Stationarity and Ergodic Random Processes

Lessard, Charles S.

Pages: 49 –58
LitStream

Chapter 8Nonparametric Statistic and the Runs Test for Stationarity

Lessard, Charles S.

Pages: 59 –70
LitStream

Chapter 9Correlation Functions

Lessard, Charles S.

Pages: 71 –83

[In the general theory of harmonic analysis, an expression of considerable importance and interest is the correlation function given in (9.1).]
LitStream

Chapter 10Convolution

Lessard, Charles S.

Pages: 85 –109

[The convolution integral dates back to 1833. It is one of the methods used to determine the output response of a system to a specific input if the system transfer function is known. Convolution applies the superposition principal. Conceptually, the input signal is represented as a continuum of...

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