| Paper Abstract and Keywords |
| Presentation |
2021-03-05 10:55
Vehicle Speed and Driving Distance Estimation using Millimeter-wave Radar Keiji Jimi, Takeki Ogitsu (Gunma Univ.) IT2020-141 ISEC2020-71 WBS2020-60 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
In the autonomous vehicle technology, the stable localization is required for safety driving. GNSS, LIDAR and Image sensor is known high accurate localization sensor. However, the accuracy of each sensor may deteriorate depending on the environment, such as under many obstructions or bad weather. Therefore, in this paper, we proposed vehicle speed estimation using millimeter-wave radar for surround monitoring. Although, the millimeter-wave radar can estimate range, Doppler and angle of the targets in any weather conditions, the localization using landmark is difficult because radar is lower resolution sensor than LIADR and image sensor. First, we estimate a Doppler-angle spectrum using2D discrete Fourier transform. The Doppler obtained from the stationary objects is related to the vehicle speed. The vehicle speed is estimated by obtaining the Doppler distribution related to the vehicle speed for each angle. We present an experiment of estimation the vehicle speed and driving distance. The in-vehicle speed sensor was difficult to measure the low-speed. However, the proposed method succeeded in estimating the vehicle speed including the low speed. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
millimeter-wave radar / Doppler / vehicle speed / localization / 2D discrete Fourier transform / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 120, no. 412, WBS2020-60, pp. 176-180, March 2021. |
| Paper # |
WBS2020-60 |
| Date of Issue |
2021-02-25 (IT, ISEC, WBS) |
| 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 |
IT2020-141 ISEC2020-71 WBS2020-60 |
| Conference Information |
| Committee |
WBS IT ISEC |
| Conference Date |
2021-03-04 - 2021-03-05 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Online |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
Joint Meeting of WBS, IT, and ISEC |
| Paper Information |
| Registration To |
WBS |
| Conference Code |
2021-03-WBS-IT-ISEC |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Vehicle Speed and Driving Distance Estimation using Millimeter-wave Radar |
| Sub Title (in English) |
|
| Keyword(1) |
millimeter-wave radar |
| Keyword(2) |
Doppler |
| Keyword(3) |
vehicle speed |
| Keyword(4) |
localization |
| Keyword(5) |
2D discrete Fourier transform |
| Keyword(6) |
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| Keyword(7) |
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| Keyword(8) |
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| 1st Author's Name |
Keiji Jimi |
| 1st Author's Affiliation |
Gunma University (Gunma Univ.) |
| 2nd Author's Name |
Takeki Ogitsu |
| 2nd Author's Affiliation |
Gunma University (Gunma Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2021-03-05 10:55:00 |
| Presentation Time |
25 minutes |
| Registration for |
WBS |
| Paper # |
IT2020-141, ISEC2020-71, WBS2020-60 |
| Volume (vol) |
vol.120 |
| Number (no) |
no.410(IT), no.411(ISEC), no.412(WBS) |
| Page |
pp.176-180 |
| #Pages |
5 |
| Date of Issue |
2021-02-25 (IT, ISEC, WBS) |