| Item type |
SIG Technical Reports(1) |
| 公開日 |
2023-10-31 |
| タイトル |
|
|
タイトル |
Hardware-Aware Joint Source-Channel Coding and Modulation Design and its FPGA Implementation |
| タイトル |
|
|
言語 |
en |
|
タイトル |
Hardware-Aware Joint Source-Channel Coding and Modulation Design and its FPGA Implementation |
| 言語 |
|
|
言語 |
eng |
| キーワード |
|
|
主題Scheme |
Other |
|
主題 |
ポスター |
| 資源タイプ |
|
|
資源タイプ識別子 |
http://purl.org/coar/resource_type/c_18gh |
|
資源タイプ |
technical report |
| 著者所属 |
|
|
|
Tokyo Institute of Technology |
| 著者所属 |
|
|
|
Tokyo Institute of Technology |
| 著者所属(英) |
|
|
|
en |
|
|
Tokyo Institute of Technology |
| 著者所属(英) |
|
|
|
en |
|
|
Tokyo Institute of Technology |
| 著者名 |
Ruichen, Ma
Yuko, Hara-Azumi
|
| 著者名(英) |
Ruichen, Ma
Yuko, Hara-Azumi
|
| 論文抄録 |
|
|
内容記述タイプ |
Other |
|
内容記述 |
The efficacy of Deep Joint Source-Channel Coding and Modulation (JSCCM) has been substantiated across a variety of scenarios including underwater acoustic transmission. Extant literature evidences that a Deep JSCCM employing self-attention mechanisms outperforms conventional methodologies. This study delineates a novel Deep JSCCM design optimized through hardware-aware neural architecture search, and explicates its implementation on a Field Programmable Gate Array (FPGA). This project is currently in progress, with comprehensive results to be presented in future publications. |
| 論文抄録(英) |
|
|
内容記述タイプ |
Other |
|
内容記述 |
The efficacy of Deep Joint Source-Channel Coding and Modulation (JSCCM) has been substantiated across a variety of scenarios including underwater acoustic transmission. Extant literature evidences that a Deep JSCCM employing self-attention mechanisms outperforms conventional methodologies. This study delineates a novel Deep JSCCM design optimized through hardware-aware neural architecture search, and explicates its implementation on a Field Programmable Gate Array (FPGA). This project is currently in progress, with comprehensive results to be presented in future publications. |
| 書誌レコードID |
|
|
収録物識別子タイプ |
NCID |
|
収録物識別子 |
AA11451459 |
| 書誌情報 |
研究報告システムとLSIの設計技術（SLDM）
巻 2023-SLDM-203,
号 16,
p. 1-4,
発行日 2023-10-31
|
| ISSN |
|
|
収録物識別子タイプ |
ISSN |
|
収録物識別子 |
2188-8639 |
| Notice |
|
|
|
SIG Technical Reports are nonrefereed and hence may later appear in any journals, conferences, symposia, etc. |
| 出版者 |
|
|
言語 |
ja |
|
出版者 |
情報処理学会 |
IPSJ-SLDM23203016.pdf (1.3 MB)
