Information: Join today and make your research activities more affordable! Technical workshop participation fees and annual registration fees are available at member rates.
Notice: [Important] Announcement of Changes to Registration Fee Payment and Manuscript Upload Procedures for IEICE Technical Meetings
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 2025-08-28 09:00
Evaluation of ML-Assisted Interference-Aware Analog Beam Selection Methods in Millimeter-Wave V2X Communications
Masaaki Ito, Shunsuke Kamiwatari, Taishi Watanabe, Issei Kanno (KDDI Research) RCS2025-98
Abstract (in Japanese) (See Japanese page) 
(in English) This paper proposes an analog beam selection method based on a deep Q-network (DQN) to mitigate inter-beam interference in millimeter-wave (mmWave) networks. Unlike conventional user equipment (UE) scheduling based on proportional fair (PF) conducted independently at each transmit and receive point, the proposed method jointly selects both the UEs to be served and the corresponding analog beams. To reduce signaling overhead on the fronthaul link, the proposed method utilizes only partial reference signal received power feedback of selected beams, assuming practical system deployment. By employing DQN at a centralized processing unit, UE scheduling is performed in a way that mitigates inter-beam interference while maintaining fairness among UEs based on the system state. Simulation results in a vehicle-to-everything communication scenario, which is a representative application of mmWave systems, demonstrate that the proposed method improves spectral efficiency compared to conventional PF-based UE scheduling.
Keyword (in Japanese) (See Japanese page) 
(in English) coordinated beam selection / interference reduction / millimeter wave / spectral efficiency / / / /  
Reference Info. IEICE Tech. Rep., vol. 125, no. 163, RCS2025-98, pp. 1-6, Aug. 2025.
Paper # RCS2025-98 
Date of Issue 2025-08-21 (RCS) 
ISSN Online edition: ISSN 2432-6380
Copyright
and
reproduction		 All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
Download PDF RCS2025-98

Conference Information
Committee RCS SAT  
Conference Date 2025-08-28 - 2025-08-29 
Place (in Japanese) (See Japanese page) 
Place (in English) Toki Messe 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Satellite Communications, Broadcasting, Forward Error Correction, Wireless Communications, etc. 
Paper Information
Registration To RCS 
Conference Code 2025-08-RCS-SAT 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Evaluation of ML-Assisted Interference-Aware Analog Beam Selection Methods in Millimeter-Wave V2X Communications 
Sub Title (in English)  
Keyword(1) coordinated beam selection  
Keyword(2) interference reduction  
Keyword(3) millimeter wave  
Keyword(4) spectral efficiency  
Keyword(5)  
Keyword(6)  
Keyword(7)  
Keyword(8)  
1st Author's Name Masaaki Ito  
1st Author's Affiliation KDDI Research, Inc. (KDDI Research)
2nd Author's Name Shunsuke Kamiwatari  
2nd Author's Affiliation KDDI Research, Inc. (KDDI Research)
3rd Author's Name Taishi Watanabe  
3rd Author's Affiliation KDDI Research, Inc. (KDDI Research)
4th Author's Name Issei Kanno  
4th Author's Affiliation KDDI Research, Inc. (KDDI Research)
5th Author's Name  
5th Author's Affiliation ()
6th Author's Name  
6th Author's Affiliation ()
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 2025-08-28 09:00:00 
Presentation Time 25 minutes 
Registration for RCS 
Paper # RCS2025-98 
Volume (vol) vol.125 
Number (no) no.163 
Page pp.1-6 
#Pages 6 
Date of Issue 2025-08-21 (RCS) 

[Return to Top Page]

[Return to IEICE Web Page]
The Institute of Electronics, Information and Communication Engineers (IEICE), Japan