Neural network based receivers for communication systems

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...

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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
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Institution: Nanyang Technological University
Language: English
Description
Summary: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.

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