| Paper Abstract and Keywords |
| Presentation |
2025-09-19 09:25
Design and Parallel Performance Evaluation of a Multi-FPGA SQA Accelerator for Route Optimization in Large-Scale AGV Systems NGuyen Quang Thinh, Kosuke Matsuyama, Keisuke Shimizu, Hiroki Sugano, Eiji Kurimoto (Sharp), Hasitha Muthumala Waidyasooriya, Kosei Nishio, Masanori Hariyama, Masaru Hitomi, Kenta Sawamura, Masayuki Ohzeki (Tohoku University) RECONF2025-58 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
Improving the efficiency, safety, and speed of large-scale Automated Guided Vehicle (AGV) systems is crucial for enhancing the productivity of logistics warehouses. Quantum annealers, such as the "D-Wave Advantage," show promise for optimizing AGV routing; however, the current limitations in the number of qubits make it challenging to apply them to large-scale problems. In this study, we propose a new optimization method aimed at minimizing travel time while avoiding collisions to enhance safety and efficiency in large-scale AGV control systems. Furthermore, we have developed an FPGA-based simulation quantum annealing (SQA) accelerator capable of processing approximately 50,000 variables, establishing a framework to address large-scale optimization problems. This report demonstrates the effectiveness of the proposed method through experiments conducted under actual operating conditions. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Simulated Quantum Annealing / FPGA / Automated Guided Vehicle (AGV) / Warehouse Optimization / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 125, no. 184, RECONF2025-58, pp. 34-39, Sept. 2025. |
| Paper # |
RECONF2025-58 |
| Date of Issue |
2025-09-11 (RECONF) |
| 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 |
RECONF2025-58 |
| Conference Information |
| Committee |
RECONF |
| Conference Date |
2025-09-18 - 2025-09-19 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
|
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
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| Paper Information |
| Registration To |
RECONF |
| Conference Code |
2025-09-RECONF |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Design and Parallel Performance Evaluation of a Multi-FPGA SQA Accelerator for Route Optimization in Large-Scale AGV Systems |
| Sub Title (in English) |
|
| Keyword(1) |
Simulated Quantum Annealing |
| Keyword(2) |
FPGA |
| Keyword(3) |
Automated Guided Vehicle (AGV) |
| Keyword(4) |
Warehouse Optimization |
| Keyword(5) |
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| Keyword(6) |
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| 1st Author's Name |
NGuyen Quang Thinh |
| 1st Author's Affiliation |
Sharp Corporation (Sharp) |
| 2nd Author's Name |
Kosuke Matsuyama |
| 2nd Author's Affiliation |
Sharp Corporation (Sharp) |
| 3rd Author's Name |
Keisuke Shimizu |
| 3rd Author's Affiliation |
Sharp Corporation (Sharp) |
| 4th Author's Name |
Hiroki Sugano |
| 4th Author's Affiliation |
Sharp Corporation (Sharp) |
| 5th Author's Name |
Eiji Kurimoto |
| 5th Author's Affiliation |
Sharp Corporation (Sharp) |
| 6th Author's Name |
Hasitha Muthumala Waidyasooriya |
| 6th Author's Affiliation |
Tohoku University (Tohoku University) |
| 7th Author's Name |
Kosei Nishio |
| 7th Author's Affiliation |
Tohoku University (Tohoku University) |
| 8th Author's Name |
Masanori Hariyama |
| 8th Author's Affiliation |
Tohoku University (Tohoku University) |
| 9th Author's Name |
Masaru Hitomi |
| 9th Author's Affiliation |
Tohoku University (Tohoku University) |
| 10th Author's Name |
Kenta Sawamura |
| 10th Author's Affiliation |
Tohoku University (Tohoku University) |
| 11th Author's Name |
Masayuki Ohzeki |
| 11th Author's Affiliation |
Tohoku University (Tohoku University) |
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| Speaker |
Author-1 |
| Date Time |
2025-09-19 09:25:00 |
| Presentation Time |
25 minutes |
| Registration for |
RECONF |
| Paper # |
RECONF2025-58 |
| Volume (vol) |
vol.125 |
| Number (no) |
no.184 |
| Page |
pp.34-39 |
| #Pages |
6 |
| Date of Issue |
2025-09-11 (RECONF) |