Neural network based receivers for communication systems

Continuous phase modulation (CPM) schemes are attractive for use in peak-power limited transmission systems such as satellite transmission systems. However, their drawback lies in their prohibitively complex receiver structures. They consist of a bank of matched filters followed by a Viterbi decoder...

Full description

Saved in:

Bibliographic Details
Main Author:	Sowmya Sundararajan.
Other Authors:	Saratchandran
Format:	Theses and Dissertations
Language:	English
Published:	2009
Subjects:	DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems
Online Access:	http://hdl.handle.net/10356/19658
Tags:	Add Tag No Tags, Be the first to tag this record!
Institution:	Nanyang Technological University
Language:	English

id	sg-ntu-dr.10356-19658
record_format	dspace
spelling	sg-ntu-dr.10356-196582023-07-04T15:48:44Z Neural network based receivers for communication systems Sowmya Sundararajan. Saratchandran School of Electrical and Electronic Engineering DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems Continuous phase modulation (CPM) schemes are attractive for use in peak-power limited transmission systems such as satellite transmission systems. However, their drawback lies in their prohibitively complex receiver structures. They consist of a bank of matched filters followed by a Viterbi decoder which draws heavily on computational resources. Feed-forward neural-nets are therefore proposed to replace this complex receiver structure. Master of Science (Communications and Computer Networking) 2009-12-14T06:20:14Z 2009-12-14T06:20:14Z 1996 1996 Thesis http://hdl.handle.net/10356/19658 en NANYANG TECHNOLOGICAL UNIVERSITY 168 p. application/pdf
institution	Nanyang Technological University
building	NTU Library
continent	Asia
country	Singapore Singapore
content_provider	NTU Library
collection	DR-NTU
language	English
topic	DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems
spellingShingle	DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems Sowmya Sundararajan. Neural network based receivers for communication systems
description	Continuous phase modulation (CPM) schemes are attractive for use in peak-power limited transmission systems such as satellite transmission systems. However, their drawback lies in their prohibitively complex receiver structures. They consist of a bank of matched filters followed by a Viterbi decoder which draws heavily on computational resources. Feed-forward neural-nets are therefore proposed to replace this complex receiver structure.
author2	Saratchandran
author_facet	Saratchandran Sowmya Sundararajan.
format	Theses and Dissertations
author	Sowmya Sundararajan.
author_sort	Sowmya Sundararajan.
title	Neural network based receivers for communication systems
title_short	Neural network based receivers for communication systems
title_full	Neural network based receivers for communication systems
title_fullStr	Neural network based receivers for communication systems
title_full_unstemmed	Neural network based receivers for communication systems
title_sort	neural network based receivers for communication systems
publishDate	2009
url	http://hdl.handle.net/10356/19658
_version_	1772826978871672832

Neural network based receivers for communication systems

Similar Items