Resource allocation in DS-CDMA systems with side information at the transmitter

In a multiuser DS-CDMA system with frequency selectivity, each user’s spreading sequence is transmitted through a different channel and the autocorrelation and the cross correlation properties of the received sequences will not be the same as that of the transmitted sequences. The best way of d...

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Main Author: Peiris, Bemini Hennadige Janath
Other Authors: Miller, Soctt L.
Format: Others
Language:en_US
Published: Texas A&M University 2007
Subjects:
Online Access:http://hdl.handle.net/1969.1/5004
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spelling ndltd-tamu.edu-oai-repository.tamu.edu-1969.1-50042013-01-08T10:38:45ZResource allocation in DS-CDMA systems with side information at the transmitterPeiris, Bemini Hennadige JanathDS-CDMASpreadingFrequency SelectiveSpectrum MatchingIn a multiuser DS-CDMA system with frequency selectivity, each user’s spreading sequence is transmitted through a different channel and the autocorrelation and the cross correlation properties of the received sequences will not be the same as that of the transmitted sequences. The best way of designing spreading sequences for frequency selective channels is to design them at the receiver exploiting the users’ channel characteristics. By doing so, we can show that the designed sequences outperform single user AWGN performance. In existing sequence design algorithms for frequency selective channels, the design is done in the time domain and the connection to frequency domain properties is not established. We approach the design of spreading sequences based on their frequency domain characteristics. Based on the frequency domain characteristics of the spreading sequences with unconstrained amplitudes and phases, we propose a reduced-rank sequence design algorithm that reduces the computational complexity, feedback bandwidth and improves the performance of some existing sequence design algorithms proposed for frequency selective channels. We propose several different approaches to design the spreading sequences with constrained amplitudes and phases for frequency selective channels. First, we use the frequency domain characteristics of the unconstrained spreading sequences to find a set of constrained amplitude sequences for a given set of channels. This is done either by carefully assigning an already existing set of sequences for a given set of users or by mapping unconstrained sequences onto a unit circle. Secondly, we use an information theoretic approach to design the spreading sequences by matching the spectrum of each user’s sequence to the water-filling spectrum of the user’s channel. Finally, the design of inner shaping codes for single-head and multi-head magnetic recoding channels is discussed. The shaping sequences are designed considering them as short spreading codes matched to the recoding channels. The outer channel code is matched to the inner shaping code using the extrinsic information transfer chart analysis. In this dissertation we introduce a new frequency domain approach to design spreading sequences for frequency selective channels. We also extend this proposed technique to design inner shaping codes for partial response channels.Texas A&M UniversityMiller, Soctt L.Narayanan, Krishna R2007-04-25T20:15:57Z2007-04-25T20:15:57Z2006-122007-04-25T20:15:57ZBookThesisElectronic Dissertationtext548402 byteselectronicapplication/pdfborn digitalhttp://hdl.handle.net/1969.1/5004en_US
collection NDLTD
language en_US
format Others
sources NDLTD
topic DS-CDMA
Spreading
Frequency Selective
Spectrum Matching
spellingShingle DS-CDMA
Spreading
Frequency Selective
Spectrum Matching
Peiris, Bemini Hennadige Janath
Resource allocation in DS-CDMA systems with side information at the transmitter
description In a multiuser DS-CDMA system with frequency selectivity, each user’s spreading sequence is transmitted through a different channel and the autocorrelation and the cross correlation properties of the received sequences will not be the same as that of the transmitted sequences. The best way of designing spreading sequences for frequency selective channels is to design them at the receiver exploiting the users’ channel characteristics. By doing so, we can show that the designed sequences outperform single user AWGN performance. In existing sequence design algorithms for frequency selective channels, the design is done in the time domain and the connection to frequency domain properties is not established. We approach the design of spreading sequences based on their frequency domain characteristics. Based on the frequency domain characteristics of the spreading sequences with unconstrained amplitudes and phases, we propose a reduced-rank sequence design algorithm that reduces the computational complexity, feedback bandwidth and improves the performance of some existing sequence design algorithms proposed for frequency selective channels. We propose several different approaches to design the spreading sequences with constrained amplitudes and phases for frequency selective channels. First, we use the frequency domain characteristics of the unconstrained spreading sequences to find a set of constrained amplitude sequences for a given set of channels. This is done either by carefully assigning an already existing set of sequences for a given set of users or by mapping unconstrained sequences onto a unit circle. Secondly, we use an information theoretic approach to design the spreading sequences by matching the spectrum of each user’s sequence to the water-filling spectrum of the user’s channel. Finally, the design of inner shaping codes for single-head and multi-head magnetic recoding channels is discussed. The shaping sequences are designed considering them as short spreading codes matched to the recoding channels. The outer channel code is matched to the inner shaping code using the extrinsic information transfer chart analysis. In this dissertation we introduce a new frequency domain approach to design spreading sequences for frequency selective channels. We also extend this proposed technique to design inner shaping codes for partial response channels.
author2 Miller, Soctt L.
author_facet Miller, Soctt L.
Peiris, Bemini Hennadige Janath
author Peiris, Bemini Hennadige Janath
author_sort Peiris, Bemini Hennadige Janath
title Resource allocation in DS-CDMA systems with side information at the transmitter
title_short Resource allocation in DS-CDMA systems with side information at the transmitter
title_full Resource allocation in DS-CDMA systems with side information at the transmitter
title_fullStr Resource allocation in DS-CDMA systems with side information at the transmitter
title_full_unstemmed Resource allocation in DS-CDMA systems with side information at the transmitter
title_sort resource allocation in ds-cdma systems with side information at the transmitter
publisher Texas A&M University
publishDate 2007
url http://hdl.handle.net/1969.1/5004
work_keys_str_mv AT peirisbeminihennadigejanath resourceallocationindscdmasystemswithsideinformationatthetransmitter
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