Diversity combining with LDPC codes over fading channels

Diversity-combining techniques have been used to combat the effects of multipath fading. The objective of these techniques is to make use of diversity branches to improve the signal-to-noise ratio (SNR) of the received signal, leading to better system performance. Some of the traditional diversity-c...

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Main Author: Tan, Beng Soon.
Other Authors: Li Kwok Hung
Format: Theses and Dissertations
Language:English
Published: 2013
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Online Access:http://hdl.handle.net/10356/51169
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-511692023-07-04T16:06:28Z Diversity combining with LDPC codes over fading channels Tan, Beng Soon. Li Kwok Hung School of Electrical and Electronic Engineering DRNTU::Engineering Diversity-combining techniques have been used to combat the effects of multipath fading. The objective of these techniques is to make use of diversity branches to improve the signal-to-noise ratio (SNR) of the received signal, leading to better system performance. Some of the traditional diversity-combining techniques include maximum-ratio combining (MRC), equal-gain combining (EGC), selection combining (SC), and switch combining. MRC is an optimum diversity-combining technique in the absence of interference. However, its complexity is high as knowledge of the channel fading amplitude and phase are required. In order to reduce complexity for MRC, hybrid forms of diversity combining such as generalized selection combining (GSC) have been proposed. However, the trade-off is a slight degradation in system performance. Space-time block coding (STBC) is often used to provide transmit diversity over fading channels. More recently, a single transmit antenna selection (TAS) system, which selects the branch with the largest channel gain for transmission, has been proposed. It has been shown that the TAS is able to outperform the STBC with the same number of transmit and receive antennas. However, it comes with the additional complexity of a feedback channel. Low-density parity-check (LDPC) codes, which make use of the sum-product algorithm for decoding, have been shown to give excellent performance that can approach the Shannon limit. The sum-product algorithm is an iterative scheme that improves the reliability of the log-likelihood ratios passing between the bit and check nodes through each iteration. Generally, the analysis of LDPC codes has been restricted to simulations and density evolution (DE) due to the com- plex iterative decoding process. Doctor of Philosophy (EEE) 2013-02-14T01:02:23Z 2013-02-14T01:02:23Z 2012 2012 Thesis http://hdl.handle.net/10356/51169 en 185 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
spellingShingle DRNTU::Engineering
Tan, Beng Soon.
Diversity combining with LDPC codes over fading channels
description Diversity-combining techniques have been used to combat the effects of multipath fading. The objective of these techniques is to make use of diversity branches to improve the signal-to-noise ratio (SNR) of the received signal, leading to better system performance. Some of the traditional diversity-combining techniques include maximum-ratio combining (MRC), equal-gain combining (EGC), selection combining (SC), and switch combining. MRC is an optimum diversity-combining technique in the absence of interference. However, its complexity is high as knowledge of the channel fading amplitude and phase are required. In order to reduce complexity for MRC, hybrid forms of diversity combining such as generalized selection combining (GSC) have been proposed. However, the trade-off is a slight degradation in system performance. Space-time block coding (STBC) is often used to provide transmit diversity over fading channels. More recently, a single transmit antenna selection (TAS) system, which selects the branch with the largest channel gain for transmission, has been proposed. It has been shown that the TAS is able to outperform the STBC with the same number of transmit and receive antennas. However, it comes with the additional complexity of a feedback channel. Low-density parity-check (LDPC) codes, which make use of the sum-product algorithm for decoding, have been shown to give excellent performance that can approach the Shannon limit. The sum-product algorithm is an iterative scheme that improves the reliability of the log-likelihood ratios passing between the bit and check nodes through each iteration. Generally, the analysis of LDPC codes has been restricted to simulations and density evolution (DE) due to the com- plex iterative decoding process.
author2 Li Kwok Hung
author_facet Li Kwok Hung
Tan, Beng Soon.
format Theses and Dissertations
author Tan, Beng Soon.
author_sort Tan, Beng Soon.
title Diversity combining with LDPC codes over fading channels
title_short Diversity combining with LDPC codes over fading channels
title_full Diversity combining with LDPC codes over fading channels
title_fullStr Diversity combining with LDPC codes over fading channels
title_full_unstemmed Diversity combining with LDPC codes over fading channels
title_sort diversity combining with ldpc codes over fading channels
publishDate 2013
url http://hdl.handle.net/10356/51169
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