Blind decoding method for a multi-cell massive antenna array system
In order to overcome the pilot contamination and reduction of decoding performance resulted by neighbouring cell pilot sequences reuse in multi-cell massive array MIMO system，a blind decoding method based on ICA was proposed.The proposed blind decoding method used ICA to separate the received signal...
Saved in:
| Main Authors: | , , , |
|---|---|
| Format: | Article |
| Language: | zho |
| Published: |
Beijing Xintong Media Co., Ltd
2016-08-01
|
| Series: | Dianxin kexue |
| Subjects: | |
| Online Access: | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2016199/ |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1841529917412474880 |
|---|---|
| author | Binbin YAN Lei SHEN Xianyang JIANG Yu HAN |
| author_facet | Binbin YAN Lei SHEN Xianyang JIANG Yu HAN |
| author_sort | Binbin YAN |
| collection | DOAJ |
| description | In order to overcome the pilot contamination and reduction of decoding performance resulted by neighbouring cell pilot sequences reuse in multi-cell massive array MIMO system，a blind decoding method based on ICA was proposed.The proposed blind decoding method used ICA to separate the received signals of multi-cell users without using pilot sequences.Thus，pilot contamination was avoided and decoding performance would be optimized.Every user’s angle-of-arrival（AOA）was estimated for recognizing the desired user signals and overcoming the uncertainty of signals separated by ICA.The analytical performance and numerical results show that the proposed method has a better performance compared to MMSE decoding and blind decoding method based on singular value decomposition（SVD）. |
| format | Article |
| id | doaj-art-d17e8815c0f34f4ca31eb60aee9b3c7d |
| institution | Kabale University |
| issn | 1000-0801 |
| language | zho |
| publishDate | 2016-08-01 |
| publisher | Beijing Xintong Media Co., Ltd |
| record_format | Article |
| series | Dianxin kexue |
| spelling | doaj-art-d17e8815c0f34f4ca31eb60aee9b3c7d2025-01-15T03:14:32ZzhoBeijing Xintong Media Co., LtdDianxin kexue1000-08012016-08-013211812359607821Blind decoding method for a multi-cell massive antenna array systemBinbin YANLei SHENXianyang JIANGYu HANIn order to overcome the pilot contamination and reduction of decoding performance resulted by neighbouring cell pilot sequences reuse in multi-cell massive array MIMO system，a blind decoding method based on ICA was proposed.The proposed blind decoding method used ICA to separate the received signals of multi-cell users without using pilot sequences.Thus，pilot contamination was avoided and decoding performance would be optimized.Every user’s angle-of-arrival（AOA）was estimated for recognizing the desired user signals and overcoming the uncertainty of signals separated by ICA.The analytical performance and numerical results show that the proposed method has a better performance compared to MMSE decoding and blind decoding method based on singular value decomposition（SVD）.http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2016199/multi-cellmassive antenna arrayblind decodingindependent component analysis |
| spellingShingle | Binbin YAN Lei SHEN Xianyang JIANG Yu HAN Blind decoding method for a multi-cell massive antenna array system Dianxin kexue multi-cell massive antenna array blind decoding independent component analysis |
| title | Blind decoding method for a multi-cell massive antenna array system |
| title_full | Blind decoding method for a multi-cell massive antenna array system |
| title_fullStr | Blind decoding method for a multi-cell massive antenna array system |
| title_full_unstemmed | Blind decoding method for a multi-cell massive antenna array system |
| title_short | Blind decoding method for a multi-cell massive antenna array system |
| title_sort | blind decoding method for a multi cell massive antenna array system |
| topic | multi-cell massive antenna array blind decoding independent component analysis |
| url | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2016199/ |
| work_keys_str_mv | AT binbinyan blinddecodingmethodforamulticellmassiveantennaarraysystem AT leishen blinddecodingmethodforamulticellmassiveantennaarraysystem AT xianyangjiang blinddecodingmethodforamulticellmassiveantennaarraysystem AT yuhan blinddecodingmethodforamulticellmassiveantennaarraysystem |