The Resource A learning receiver for communication in three-component multipath channels, by Richard Paul Brueggemann

A learning receiver for communication in three-component multipath channels, by Richard Paul Brueggemann

Label
A learning receiver for communication in three-component multipath channels
Title
A learning receiver for communication in three-component multipath channels
Statement of responsibility
by Richard Paul Brueggemann
Creator
Author
Subject
Language
eng
Summary
"An adaptive receiver is designed for transmissions through a time-varying multipath channel which may include both specular and diffuse components. The design is based on the theory of unsupervised learning machines and the receiver is a recursive structure which does not grow in complexity with each new observation, but is Bayes' optimal at each instant of time. The multipath medium is modelled as an aggregate of L conditionally independent transmission paths, each consisting of random and/or fixed reflections, and is identified in terms of three components: (1) indirect diffuse scatter, (2) indirect specular reflection, and (3) direct transmission. The channel parameters are time-varying and either independent from one signaling interval to the next or at most M-th order Markov dependent. A review of machines that learn without a teacher is presented and the learning receiver for three-component multipath is designed and modelled on the digital computer. A Monte Carlo simulation is used to estimate the performance when the channel is either Rician or nonfading. This performance, in terms of probability of error, is shown to be consistent with the existing coherent receivers and improves on their performance When the correlation between observations is increased"--Abstract, page ii
Member of
Cataloging source
UMR
http://library.link/vocab/creatorDate
1939-
http://library.link/vocab/creatorName
Brueggemann, Richard Paul
Degree
Ph. D.
Dissertation year
1972.
Granting institution
University of Missouri--Rolla
Illustrations
illustrations
Index
no index present
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
  • theses
http://library.link/vocab/subjectName
  • Radio
  • Radio
  • Machine learning
Label
A learning receiver for communication in three-component multipath channels, by Richard Paul Brueggemann
Instantiates
Publication
Note
Vita
Bibliography note
Includes bibliographical references (pages 62-63)
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Control code
893625144
Extent
1 online resource (vi, 75 pages)
Form of item
online
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other physical details
illustrations
Specific material designation
remote
System control number
(OCoLC)893625144
Label
A learning receiver for communication in three-component multipath channels, by Richard Paul Brueggemann
Publication
Note
Vita
Bibliography note
Includes bibliographical references (pages 62-63)
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Control code
893625144
Extent
1 online resource (vi, 75 pages)
Form of item
online
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other physical details
illustrations
Specific material designation
remote
System control number
(OCoLC)893625144

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