Date of Award:
5-2012
Document Type:
Thesis
Degree Name:
Master of Science (MS)
Department:
Electrical and Computer Engineering
Committee Chair(s)
Todd K. Moon
Committee
Todd K. Moon
Committee
Jacob Gunther
Committee
Donald Cripps
Abstract
Error correcting codes help correct errors in transmitted data. These errors are caused by noise and distortion that are introduced during transmission. In some cases, there is more noise on some portions of a transmitted message than on others. This extra noise is referred to as burst noise and causes bursts of errors.
Low-density parity-check (LDPC) codes are a family of error correcting codes. They provide excellent performance in many cases, but perform poorly when burst noise is present. Methods have been developed that help compensate for bursts of errors. In most cases, these do not completely account for the burst noise. Instead, they manipulate the data to spread the errors out across the received data. This helps the LDPC code correct the errors more easily in some cases.
As an alternative approach, a method is developed to identify the locations of the bursts and properly account for them in order to improve LDPC code error correcting performance. This is shown to exceed the performance of existing techniques used with LDPC codes. In addition, this technique provides an opportunity to utilize LDPC codes in scenarios where they could not previously be used.
Checksum
4f2e67c085dd2140e913c0f0f484208a
Recommended Citation
Neal, David A., "Utilizing Correct Prior Probability Calculation to Improve Performance of Low-Density Parity-Check Codes in the Presence of Burst Noise" (2012). All Graduate Theses and Dissertations, Spring 1920 to Summer 2023. 1402.
https://digitalcommons.usu.edu/etd/1402
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Comments
This work made publicly available electronically on December 21, 2012.