Reliable data recovery from errors due to noisy channel during transmission
While current data storage devices can store many times more information when compared to paper, they are not without their own caveats. Reliability of data transfer is widely regarded as the main factor when designing the storage system due to potential deletion or insertion errors inducing data lo...
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| Format: | Final Year Project (FYP) |
| Language: | English |
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Nanyang Technological University
2022
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| Online Access: | https://hdl.handle.net/10356/157812 |
| _version_ | 1826121681854267392 |
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| author | Ng, Eugene Chee Kian |
| author2 | Erry Gunawan |
| author_facet | Erry Gunawan Ng, Eugene Chee Kian |
| author_sort | Ng, Eugene Chee Kian |
| collection | NTU |
| description | While current data storage devices can store many times more information when compared to paper, they are not without their own caveats. Reliability of data transfer is widely regarded as the main factor when designing the storage system due to potential deletion or insertion errors inducing data loss, wiping, or corrupting crucial information during the transfer process.
Error correction coding (ECC) is a method of data reconstruction when error is induced in data over communication channels affected by noise or unreliable transmission. The receiver can detect the bits which have errors and attempt to recover the original data through reconstruction.
In this project, the focus is to analyse current error correction codes with the aid of a simulation software, MATLAB and results will be presented in this paper. The scope of error correction codes covered includes Hamming (7,4) and Reed Solomon code. |
| first_indexed | 2024-10-01T05:36:13Z |
| format | Final Year Project (FYP) |
| id | ntu-10356/157812 |
| institution | Nanyang Technological University |
| language | English |
| last_indexed | 2024-10-01T05:36:13Z |
| publishDate | 2022 |
| publisher | Nanyang Technological University |
| record_format | dspace |
| spelling | ntu-10356/1578122023-07-07T19:12:41Z Reliable data recovery from errors due to noisy channel during transmission Ng, Eugene Chee Kian Erry Gunawan School of Electrical and Electronic Engineering EGUNAWAN@ntu.edu.sg Engineering::Electrical and electronic engineering::Electronic systems::Signal processing While current data storage devices can store many times more information when compared to paper, they are not without their own caveats. Reliability of data transfer is widely regarded as the main factor when designing the storage system due to potential deletion or insertion errors inducing data loss, wiping, or corrupting crucial information during the transfer process. Error correction coding (ECC) is a method of data reconstruction when error is induced in data over communication channels affected by noise or unreliable transmission. The receiver can detect the bits which have errors and attempt to recover the original data through reconstruction. In this project, the focus is to analyse current error correction codes with the aid of a simulation software, MATLAB and results will be presented in this paper. The scope of error correction codes covered includes Hamming (7,4) and Reed Solomon code. Bachelor of Engineering (Electrical and Electronic Engineering) 2022-05-23T13:26:55Z 2022-05-23T13:26:55Z 2022 Final Year Project (FYP) Ng, E. C. K. (2022). Reliable data recovery from errors due to noisy channel during transmission. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/157812 https://hdl.handle.net/10356/157812 en A3076-211 application/pdf Nanyang Technological University |
| spellingShingle | Engineering::Electrical and electronic engineering::Electronic systems::Signal processing Ng, Eugene Chee Kian Reliable data recovery from errors due to noisy channel during transmission |
| title | Reliable data recovery from errors due to noisy channel during transmission |
| title_full | Reliable data recovery from errors due to noisy channel during transmission |
| title_fullStr | Reliable data recovery from errors due to noisy channel during transmission |
| title_full_unstemmed | Reliable data recovery from errors due to noisy channel during transmission |
| title_short | Reliable data recovery from errors due to noisy channel during transmission |
| title_sort | reliable data recovery from errors due to noisy channel during transmission |
| topic | Engineering::Electrical and electronic engineering::Electronic systems::Signal processing |
| url | https://hdl.handle.net/10356/157812 |
| work_keys_str_mv | AT ngeugenecheekian reliabledatarecoveryfromerrorsduetonoisychannelduringtransmission |