Fixed-Point Computing Element Design for Transcendental Functions and Primary Operations in Speech Processing
文献类型：期刊论文
| 作者 | Chang, Chung-Hsien1; Chen, Shi-Huang2; Chen, Bo-Wei1; Ji, Wen3; Bharanitharan, K.4; Wang, Jhing-Fa1 |
| 刊名 | IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS
 |
| 出版日期 | 2016-05-01 |
| 卷号 | 24期号:5页码:1993-1997 |
| 关键词 | Fixed-point system iterative design speech processing |
| ISSN号 | 1063-8210 |
| DOI | 10.1109/TVLSI.2015.2477312 |
| 英文摘要 | This brief presents a fixed-point architecture based on a reconfigurable scheme for integrating several commonly used mathematical operations of speech signal processing. The proposed design can perform two transcendental mathematical operations called logarithm and powering, and three commonly used computations with similar operations named polynomial calculation, filtering, and windowing. By analyzing the adopted algorithms of the above five operations, a simplified computing unit is designed. This unit can combine six types of operations by reconfiguring the data paths, and the same multiply-add architecture can be reused for reducing the redundant usage of logic gates. The experimental results reveal that the proposed design can work at a 200-MHz clock rate, and its gate count only has 11.9k. Compared with the results of the floating-point function, the median errors of the proposed design for computing the powering and logarithmic functions are 0.57% and 0.11%, respectively. Such results indicate that this simple architecture can be effectively used in most speech processing applications. |
| 资助项目 | Ministry of Science and Technology, Taiwan[MOST 104-2221-E-366-001] ; Hanyang University |
| WOS研究方向 | Computer Science ; Engineering |
| 语种 | 英语 |
| WOS记录号 | WOS:000375278300033 |
| 出版者 | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC |
| 源URL | [http://119.78.100.204/handle/2XEOYT63/8526]  |
| 专题 | 中国科学院计算技术研究所期刊论文_英文 |
| 通讯作者 | Bharanitharan, K. |
| 作者单位 | 1.Natl Cheng Kung Univ, Dept Elect Engn, Tainan 70101, Taiwan 2.Shu Te Univ, Dept Comp Sci & Informat Engn, Kaohsiung 82445, Taiwan 3.Chinese Acad Sci, Inst Comp Technol, Beijing 100864, Peoples R China 4.Hanyang Univ, Dept Elect Engn, Seoul 04763, South Korea |
| 推荐引用方式 GB/T 7714 | Chang, Chung-Hsien,Chen, Shi-Huang,Chen, Bo-Wei,et al. Fixed-Point Computing Element Design for Transcendental Functions and Primary Operations in Speech Processing[J]. IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS,2016,24(5):1993-1997. |
| APA | Chang, Chung-Hsien,Chen, Shi-Huang,Chen, Bo-Wei,Ji, Wen,Bharanitharan, K.,&Wang, Jhing-Fa.(2016).Fixed-Point Computing Element Design for Transcendental Functions and Primary Operations in Speech Processing.IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS,24(5),1993-1997. |
| MLA | Chang, Chung-Hsien,et al."Fixed-Point Computing Element Design for Transcendental Functions and Primary Operations in Speech Processing".IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS 24.5(2016):1993-1997. |
入库方式： OAI收割
来源：计算技术研究所
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