| Presentation | 2024-01-15 PNN based Multiuser Localization over Wireless Environments using Leaky Coaxial Cables Erika Koda, Yafei Hou, Yusuke Kawai, Satoshi Denno, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | With the coming of IoT era which considers the wireless access from huge number of smart IoT devices, how to localize multiuser localization simultaneously becomes challenge and important research topic especially for indoor scenario-based applications such as manufacturing, robotics, and healthcare. This paper will investigate the localization accuracy of probabilistic neural network (PNN) based simultaneous localization method for wireless environments using leaky coaxial cables (LCX). The PNN can learn the relationship between the locations information of multiple users and their time of arrivals (TOAs) at both sides of LCX. With the optimized weight for all neurons, it can predict the new location results with input values of TOAs. The evaluated results show that the proposal using PNN has a promising localization accuracy. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | LCX / Time difference of arrival / TOA / Multiple signal classification / PNN / Geometrically based single bounce - multiple input and output |
| Paper # | SRW2023-39 |
| Date of Issue | 2024-01-08 (SRW) |
| Conference Information | |
| Committee | SRW |
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| Conference Date | 2024/1/15(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Kikai-Shinko-Kaikan Bldg. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | WLAN， WPAN， Sensor Networks， mmWave, etc. |
| Chair | Keiichi Mizutani(Kyoto Univ.) |
| Vice Chair | Kentaro Saito(Tokyo Denki Univ.) / Hirokazu Sawada(NICT) |
| Secretary | Kentaro Saito(Kochi Univ, of Tech.) / Hirokazu Sawada(Niigata Univ.) |
| Assistant | Maki Arai(Tokyo Univ. of Science) / Yusuke Kouda(Kyoto Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Short Range Wireless Communications |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | PNN based Multiuser Localization over Wireless Environments using Leaky Coaxial Cables |
| Sub Title (in English) | |
| Keyword(1) | LCX |
| Keyword(2) | Time difference of arrival |
| Keyword(3) | TOA |
| Keyword(4) | Multiple signal classification |
| Keyword(5) | PNN |
| Keyword(6) | Geometrically based single bounce - multiple input and output |
| 1st Author's Name | Erika Koda |
| 1st Author's Affiliation | Okayama University(Okayama Univ.) |
| 2nd Author's Name | Yafei Hou |
| 2nd Author's Affiliation | Okayama University(Okayama Univ.) |
| 3rd Author's Name | Yusuke Kawai |
| 3rd Author's Affiliation | Okayama University(Okayama Univ.) |
| 4th Author's Name | Satoshi Denno |
| 4th Author's Affiliation | Okayama University(Okayama Univ.) |
| Date | 2024-01-15 |
| Paper # | SRW2023-39 |
| Volume (vol) | vol.123 |
| Number (no) | SRW-331 |
| Page | pp.pp.2-7(SRW), |
| #Pages | 6 |
| Date of Issue | 2024-01-08 (SRW) |