| Presentation | 2020-02-20 Acceleration Techniques for Chirp Z-Transform using AI-accelerator Ken Mitobe, Saki Matsuo, Masato Gocho, Akira Kakitani, Masashi Shiraishi, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | When integrating a received signal of a frequency division MIMO (Multi input Multi output) radar, an integration loss occurs due to the influence of Doppler and range walk generated in a reflected wave from a moving target. As a method for suppressing these effects, there is a coherent integration method using CZT (Chirp Z-Transform). However, this method requires high computing power owing to repeatedly execute CZT. In this paper, we propose acceleration techniques for Chirp Z-Transform using AI accelerator. As a result of evaluating these acceleration techniques, we found that our implementation using AI accelerator is up to 14 times faster than that using 16-core CPU. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | CZT / GPU / AI Accelerator |
| Paper # | SANE2019-115 |
| Date of Issue | 2020-02-12 (SANE) |
| Conference Information | |
| Committee | SAT / SANE |
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| Conference Date | 2020/2/19(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Fumihiro Yamashita(NTT) / Akitsugu Nadai(NICT) |
| Vice Chair | Hisashi Sujikai(NHK) / Hiroyasu Ishikawa(Nihon Univ.) / Hiroyoshi Yamada(Niigata Univ.) / Makoto Tanaka(Tokai Univ.) |
| Secretary | Hisashi Sujikai(NTT) / Hiroyasu Ishikawa(NHK) / Hiroyoshi Yamada(Univ. of Electro-Comm.) / Makoto Tanaka(Mitsubishi Electric) |
| Assistant | Shinobu Nanba(KDDI Research) / Takuya Okura(NICT) / Ryo Natsuaki(Univ. of Tokyo) / Masato Yamanashi(Mitsubishi Space Software) / Shunichi Futatsumori(ENRI) |
| Paper Information | |
| Registration To | Technical Committee on Satellite Telecommunications / Technical Committee on Space, Aeronautical and Navigational Electronics |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Acceleration Techniques for Chirp Z-Transform using AI-accelerator |
| Sub Title (in English) | |
| Keyword(1) | CZT |
| Keyword(2) | GPU |
| Keyword(3) | AI Accelerator |
| 1st Author's Name | Ken Mitobe |
| 1st Author's Affiliation | Mitsubishi Electric Corporation(MELCO) |
| 2nd Author's Name | Saki Matsuo |
| 2nd Author's Affiliation | Mitsubishi Electric Corporation(MELCO) |
| 3rd Author's Name | Masato Gocho |
| 3rd Author's Affiliation | Mitsubishi Electric Corporation(MELCO) |
| 4th Author's Name | Akira Kakitani |
| 4th Author's Affiliation | Mitsubishi Electric Corporation(MELCO) |
| 5th Author's Name | Masashi Shiraishi |
| 5th Author's Affiliation | Mitsubishi Electric Corporation(MELCO) |
| Date | 2020-02-20 |
| Paper # | SANE2019-115 |
| Volume (vol) | vol.119 |
| Number (no) | SANE-416 |
| Page | pp.pp.91-95(SANE), |
| #Pages | 5 |
| Date of Issue | 2020-02-12 (SANE) |