| Presentation | 2024-01-18 A Study on EXIT Analysis of Expectation Propagation-Based IDD for Coded Large MIMO Detection Takahide Saiki, Takumi Takahashi, Kenta Ito, Shinsuke Ibi, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Iterative detection and decoding (IDD), which gradually improves detection accuracy by iteratively exchanging extrinsic information between the symbol detector and the channel decoder, is known as a powerful uplink signal detection scheme for large multi-input multi-output (MIMO) systems. In this paper, we compare two methods for generating extrinsic values using extrinsic information transfer (EXIT) analysis: one is based on the conventional scheme via the extrinsic log-likelihood ratio (LLR), and the other is based on the expectation propagation (EP) via moment matching (MM). The results of the EXIT analysis and bit error rate performance show that the EP-based IDD scheme can achieve better detection performance than the conventional counterpart based on the turbo principle, especially in high-load MIMO configurations where the number of transmit antennas is lager than the number of receive antennas. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Iterative detection and decoding / expectation propagation / turbo equalization / EXIT analysis |
| Paper # | IT2023-32,SIP2023-65,RCS2023-207 |
| Date of Issue | 2024-01-11 (IT, SIP, RCS) |
| Conference Information | |
| Committee | SIP / IT / RCS |
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| Conference Date | 2024/1/18(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Takayuki Nakachi(Ryukyu Univ.) / Tetsuya Kojima(Tokyo Kosen) / Kenichi Higuchi(Tokyo Univ. of Science) |
| Vice Chair | Koichi Ichige(Yokohama National Univ.) / Kiyoshi Nishikawa(okyo Metropolitan Univ.) / Yasuyuki Nogami(Okayama Univ.) / Fumihide Kojima(NICT) / Osamu Muta(Kyushu Univ.) / Naoto Ishii(NEC) |
| Secretary | Koichi Ichige(Chiba Univ.) / Kiyoshi Nishikawa(Kogakuin Univ.) / Yasuyuki Nogami(Waseda Univ.) / Fumihide Kojima(Nagaoka Univ. of Tech.) / Osamu Muta(Univ. of Electro-Comm) / Naoto Ishii(Sharp) |
| Assistant | Taichi Yoshida(UEC) / Sayaka Shiota(Tokyo Metropolitan Univ.) / Tetsunao Matsuta(Saitamai Univ.) / Masashi Iwabuchi(NTT) / Issei Kanno(KDDI Research) / Yuyuan Chang(Tokyo Inst. of Tech) / Kazuki Maruta(Tokyo Univ. of Science) / Kiichi Tateishi(NTT Docomo) |
| Paper Information | |
| Registration To | Technical Committee on Signal Processing / Technical Committee on Information Theory / Technical Committee on Radio Communication Systems |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Study on EXIT Analysis of Expectation Propagation-Based IDD for Coded Large MIMO Detection |
| Sub Title (in English) | |
| Keyword(1) | Iterative detection and decoding |
| Keyword(2) | expectation propagation |
| Keyword(3) | turbo equalization |
| Keyword(4) | EXIT analysis |
| 1st Author's Name | Takahide Saiki |
| 1st Author's Affiliation | Osaka University(Osaka University) |
| 2nd Author's Name | Takumi Takahashi |
| 2nd Author's Affiliation | Osaka University(Osaka University) |
| 3rd Author's Name | Kenta Ito |
| 3rd Author's Affiliation | Osaka University(Osaka University) |
| 4th Author's Name | Shinsuke Ibi |
| 4th Author's Affiliation | Doshisha University(Doshisha University) |
| Date | 2024-01-18 |
| Paper # | IT2023-32,SIP2023-65,RCS2023-207 |
| Volume (vol) | vol.123 |
| Number (no) | IT-338,SIP-339,RCS-340 |
| Page | pp.pp.13-18(IT), pp.13-18(SIP), pp.13-18(RCS), |
| #Pages | 6 |
| Date of Issue | 2024-01-11 (IT, SIP, RCS) |