| Paper Abstract and Keywords |
| Presentation |
2026-05-14 13:30
[Invited Lecture]
Distributed Model Predictive Control-Based Trajectory Control for Aerial Base Stations Considering LoS Environment Haruka Tanaka, Tatsuaki Kimura (Doshisha Univ.) NS2026-24 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
UAV-mounted aerial base stations (ABSs) have attracted attention as a promising technology for providing communication services to widely distributed users. However, trajectory control that optimizes communication quality and energy consumption is challenging due to air-to-ground channel characteristics, battery constraints, and inter-cell interference. Moreover, most existing methods rely on offline, centralized control and assume that future channel states and user locations are given in advance, and thus cannot cope with the increased computational cost in large-scale networks. This study proposes an online and distributed trajectory and resource control method for ABSs based on model predictive control (MPC) considering line-of-sight (LoS) conditions. We formulate a joint optimization problem of trajectories, transmit power, and user association to minimize flight time and energy consumption while satisfying cumulative data requirements of users and express it as a distributed MPC problem. Since the resulting problem is non-convex, we develop an efficient algorithm based on successive convex approximation (SCA) and alternating optimization. Finally, simulation results demonstrate the effectiveness of the proposed method. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
unmanned aerial vehicle / aerial base station / trajectory optimization / distributed model predictive control / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 126, no. 21, NS2026-24, pp. 37-42, May 2026. |
| Paper # |
NS2026-24 |
| Date of Issue |
2026-05-07 (NS) |
| 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 |
NS2026-24 |
| Conference Information |
| Committee |
NS |
| Conference Date |
2026-05-14 - 2026-05-15 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Hakata Kindai Building + Online |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
High level protocol, Networking technologies (IP and high-layer routing/filtering, Multicast, Quality/Routing control), IP network application technologies (P2P, P4P, Overlay, SIP, NGN), Network system related technologies (System configuration, Interface, Architecture, Hardware/Software/Middleware), Security, Blockchain etc. |
| Paper Information |
| Registration To |
NS |
| Conference Code |
2026-05-NS |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Distributed Model Predictive Control-Based Trajectory Control for Aerial Base Stations Considering LoS Environment |
| Sub Title (in English) |
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| Keyword(1) |
unmanned aerial vehicle |
| Keyword(2) |
aerial base station |
| Keyword(3) |
trajectory optimization |
| Keyword(4) |
distributed model predictive control |
| Keyword(5) |
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| Keyword(6) |
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| 1st Author's Name |
Haruka Tanaka |
| 1st Author's Affiliation |
Doshisha University (Doshisha Univ.) |
| 2nd Author's Name |
Tatsuaki Kimura |
| 2nd Author's Affiliation |
Doshisha University (Doshisha Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2026-05-14 13:30:00 |
| Presentation Time |
25 minutes |
| Registration for |
NS |
| Paper # |
NS2026-24 |
| Volume (vol) |
vol.126 |
| Number (no) |
no.21 |
| Page |
pp.37-42 |
| #Pages |
6 |
| Date of Issue |
2026-05-07 (NS) |