IEICE Technical Committee Submission System
Conference Paper's Information
Online Proceedings
[Sign in]
Tech. Rep. Archives
 Go Top Page Go Previous   [Japanese] / [English] 

Paper Abstract and Keywords
Presentation 2023-10-31 14:00
[Poster Presentation] Digital Signal Processing Based on Neural Networks -- The Key Technology for Realizing High-capacity Optical Fiber Communication Systems --
Takuro Ochiai, Reiji Higuchi, Takuma Kuno (Nagoya Univ.), Ryuta Shiraki (Kyoto Univ.), Yojiro Mori, Hiroshi Hasegawa (Nagoya Univ.)
Abstract (in Japanese) (See Japanese page) 
(in English) To fulfil the ever-increasing traffic demands, the introduction of quadrature amplitude modulation and coherent detection systems into datacenters is being considered. However, the high-cost devices in coherent systems, especially the digital-to-analog converter, the IQ modulator, and the laser represent barriers to use in cost-sensitive datacenter networks. Therefore, we should reduce transmitter cost by adopting low-cost devices; however, the use of low-performance devices triggers severe signal degradations. To solve this problem, we propose transceiver-impairments mitigation method based on neural networks. Simulation results confirm the feasibility of neural networks against multiplied transceiver impairments.
Keyword (in Japanese) (See Japanese page) 
(in English) Coherent Optical Fiber Communication, / Quantization Noise / IQ Imbalance / Laser Phase Noise / Machine Leaning / / /  
Reference Info. IEICE Tech. Rep.
Paper #  
Date of Issue  
ISSN  
Download PDF

Conference Information
Committee RISING  
Conference Date 2023-10-30 - 2023-10-31 
Place (in Japanese) (See Japanese page) 
Place (in English) Kaderu 2・7 (Sapporo) 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Cross-Field Research Association of Super-Intelligent Networking 
Paper Information
Registration To RISING 
Conference Code 2023-10-RISING 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Digital Signal Processing Based on Neural Networks 
Sub Title (in English) The Key Technology for Realizing High-capacity Optical Fiber Communication Systems 
Keyword(1) Coherent Optical Fiber Communication,  
Keyword(2) Quantization Noise  
Keyword(3) IQ Imbalance  
Keyword(4) Laser Phase Noise  
Keyword(5) Machine Leaning  
Keyword(6)  
Keyword(7)  
Keyword(8)  
1st Author's Name Takuro Ochiai  
1st Author's Affiliation Nagoya University (Nagoya Univ.)
2nd Author's Name Reiji Higuchi  
2nd Author's Affiliation Nagoya University (Nagoya Univ.)
3rd Author's Name Takuma Kuno  
3rd Author's Affiliation Nagoya University (Nagoya Univ.)
4th Author's Name Ryuta Shiraki  
4th Author's Affiliation Kyoto University (Kyoto Univ.)
5th Author's Name Yojiro Mori  
5th Author's Affiliation Nagoya University (Nagoya Univ.)
6th Author's Name Hiroshi Hasegawa  
6th Author's Affiliation Nagoya University (Nagoya Univ.)
7th Author's Name  
7th Author's Affiliation ()
8th Author's Name  
8th Author's Affiliation ()
9th Author's Name  
9th Author's Affiliation ()
10th Author's Name  
10th Author's Affiliation ()
11th Author's Name  
11th Author's Affiliation ()
12th Author's Name  
12th Author's Affiliation ()
13th Author's Name  
13th Author's Affiliation ()
14th Author's Name  
14th Author's Affiliation ()
15th Author's Name  
15th Author's Affiliation ()
16th Author's Name  
16th Author's Affiliation ()
17th Author's Name  
17th Author's Affiliation ()
18th Author's Name  
18th Author's Affiliation ()
19th Author's Name  
19th Author's Affiliation ()
20th Author's Name  
20th Author's Affiliation ()
21st Author's Name  
21st Author's Affiliation ()
22nd Author's Name  
22nd Author's Affiliation ()
23rd Author's Name  
23rd Author's Affiliation ()
24th Author's Name  
24th Author's Affiliation ()
25th Author's Name  
25th Author's Affiliation ()
26th Author's Name / /
26th Author's Affiliation ()
()
27th Author's Name / /
27th Author's Affiliation ()
()
28th Author's Name / /
28th Author's Affiliation ()
()
29th Author's Name / /
29th Author's Affiliation ()
()
30th Author's Name / /
30th Author's Affiliation ()
()
31st Author's Name / /
31st Author's Affiliation ()
()
32nd Author's Name / /
32nd Author's Affiliation ()
()
33rd Author's Name / /
33rd Author's Affiliation ()
()
34th Author's Name / /
34th Author's Affiliation ()
()
35th Author's Name / /
35th Author's Affiliation ()
()
36th Author's Name / /
36th Author's Affiliation ()
()
Speaker Author-1 
Date Time 2023-10-31 14:00:00 
Presentation Time 45 minutes 
Registration for RISING 
Paper #  
Volume (vol) vol. 
Number (no)  
Page  
#Pages  
Date of Issue  


[Return to Top Page]

[Return to IEICE Web Page]


The Institute of Electronics, Information and Communication Engineers (IEICE), Japan