Committee |
Date Time |
Place |
Paper Title / Authors |
Abstract |
Paper # |
NS, IN (Joint) |
2024-02-29 10:10 |
Okinawa |
Okinawa Convention Center |
Model Shifting Method in Federated Learning Using Distillation Hiromichi Yajima (SIT), Shota Ono (The Univ. of Tokyo), Takumi Miyoshi, Taku Yamazaki (SIT) NS2023-186 |
Due to the drastic increase in the data for machine learning, distributed machine learning such as federated learning ha... [more] |
NS2023-186 pp.86-89 |
NS, IN (Joint) |
2024-02-29 09:20 |
Okinawa |
Okinawa Convention Center |
Intrusion Detection System Based on Federated Decision Trees Naoto Watanabe, Taku Yamazaki, Takumi Miyoshi (Shibaura Inst. Tech.), Masataka Nakahara, Norihiro Okui, Ayumu Kubota (KDDI Research) NS2023-190 |
With the proliferation of Internet of things (IoT) devices, cyberattacks targeting these devices have also been increasi... [more] |
NS2023-190 pp.109-112 |
NS, IN (Joint) |
2024-03-01 13:25 |
Okinawa |
Okinawa Convention Center |
A UAV Distributed Management Method Considering Airspace Congestion and User Fairness Takahiko Haraguchi (Shibaura Inst. Tech.), Hiroshi Katada (Waseda Univ.), Taku Yamazaki, Takumi Miyoshi (Shibaura Inst. Tech.), Ryo Yamamoto (UEC), Kiyoshi Ueda (Nihon Univ.) NS2023-243 |
Unmanned aerial vehicles (UAVs) are expected to be used in various applications. In the future, a UAV control system is ... [more] |
NS2023-243 pp.417-422 |
NS, IN (Joint) |
2024-03-01 14:15 |
Okinawa |
Okinawa Convention Center |
A Method for Constructing Collision Avoidance Route for Multiple Unmanned Aerial Vehicles Using AODV-Based Link Hierarchization Shuto Ohkawa (Nihon Univ.), Taku Yamazaki (SIT), Ryo Yamamoto (UEC), Takumi Miyoshi (SIT), Kiyoshi Ueda (Nihon Univ.) NS2023-245 |
Unmanned Aerial Vehicle routing methods have been researched using protocols for ad hoc networks composed of smart meter... [more] |
NS2023-245 pp.429-434 |
NS |
2023-10-05 13:25 |
Hokkaido |
Hokkaidou University + Online (Primary: On-site, Secondary: Online) |
[Invited Lecture]
IoT Device Identification based on Traffic Pattern Analysis with Two-stage Clustering Mizuki Asano, Takumi Miyoshi, Taku Yamazaki (Shibaura Inst. Tech.) NS2023-90 |
In recent years, the realization of smart homes, which will provide more effective and comfortable lifestyles by leverag... [more] |
NS2023-90 pp.105-110 |
NS |
2023-10-06 10:00 |
Hokkaido |
Hokkaidou University + Online (Primary: On-site, Secondary: Online) |
[Poster Presentation]
Initial Evaluation of LPWA Sensing System for Plantations Daiki Sugiyama (Shibaura Inst. of Tech.), Shota Ono, Eri Hosonuma, Yuuki Nishiyama, Kaoru Sezaki (Univ. of Tokyo), Taku Yamazaki, Takumi Miyoshi (Shibaura Inst. of Tech.) NS2023-92 |
Smart agriculture, which cultivates crops based on information collected by sensors, can improve the efficiency of agric... [more] |
NS2023-92 pp.117-120 |
NS |
2023-10-06 15:45 |
Hokkaido |
Hokkaidou University + Online (Primary: On-site, Secondary: Online) |
Experiment of Group Construction for Location-Based Distributed Machine Learning Ryota Hasegawa (SIT), Shota Ono (UTokyo), Taku Yamazaki, Takumi Miyoshi (SIT) NS2023-105 |
Distributed machine learning (DML), which executes learning process by cooperating with multiple computers via a network... [more] |
NS2023-105 pp.168-171 |
RCS, IN, NV (Joint) |
2023-05-26 14:05 |
Kanagawa |
Keio University (Hiyoshi Campus), and online (Primary: On-site, Secondary: Online) |
[Invited Talk]
Research and Development of Information Network Technologies for Realizing Smart Cities Takumi Miyoshi, Taku Yamazaki (Shibaura Inst. Tech.) IN2023-14 RCS2023-27 |
(To be available after the conference date) [more] |
IN2023-14 RCS2023-27 p.61 |
SeMI, IPSJ-ITS, IPSJ-MBL, IPSJ-DPS |
2023-05-18 18:20 |
Okinawa |
Okinawa Institute of Science and Technology (OIST) (Primary: On-site, Secondary: Online) |
Mobility-Aware Timing Control of Parameter Aggregation in Edge Federated Learning Shota Ono (Univ. of Tokyo), Taku Yamazaki, Takumi Miyoshi (Shibaura Inst. of Tech.), Akihito Taya, Yuuki Nishiyama, Kaoru Sezaki (Univ. of Tokyo) SeMI2023-7 |
Services that utilize region-specific data collected by onboard vehicle sensors have been attracting attention.
In thes... [more] |
SeMI2023-7 pp.26-29 |
CS, CQ (Joint) |
2023-05-19 11:35 |
Kagawa |
Rexxam Hall (Kagawa Kenmin Hall) (Primary: On-site, Secondary: Online) |
[Invited Lecture]
An Experiment Environment Using Self-Standing Smart Poles for City Airspace Taku Yamazaki, Sumiko Miyata, Ryoichi Shinkuma, Takumi Miyoshi (Shibaura Inst. Tech.) CS2023-12 |
(To be available after the conference date) [more] |
CS2023-12 p.32 |
ICM |
2023-03-16 09:50 |
Okinawa |
Okinawa Prefectural Museum and Art Museum (Primary: On-site, Secondary: Online) |
Analyzing Time-series Characteristics of IoT Traffic Using Two-stage Clustering Mizuki Asano, Takumi Miyoshi, Taku Yamazaki (Shibaura Inst. of Tech.) ICM2022-46 |
In recent years, Internet of things (IoT) has been getting more popular in the world, and many kinds of IoT devices are ... [more] |
ICM2022-46 pp.13-18 |
ICM |
2023-03-16 10:10 |
Okinawa |
Okinawa Prefectural Museum and Art Museum (Primary: On-site, Secondary: Online) |
A Regional Monitoring System Considering Privacy Using Agent-based IoT Kaito Watanabe, Taku Yamazaki, Takumi Miyoshi (SIT) ICM2022-47 |
In urban areas, human relationships weaken due to a decline in the participation of residents'{} associations, a weakeni... [more] |
ICM2022-47 pp.19-22 |
ICM |
2023-03-17 13:15 |
Okinawa |
Okinawa Prefectural Museum and Art Museum (Primary: On-site, Secondary: Online) |
[Encouragement Talk]
Evaluating Impact of Users' sojourn time on Learning Performance in Spot-Based Federated Learning Shota Ono (Univ. of Tokyo), Taku Yamazaki, Takumi Miyoshi (Shibaura Inst. of Tech.), Akihito Taya, Yuuki Nishiyama, Kaoru Sezaki (Univ. of Tokyo) ICM2022-56 |
In federated learning (FL), each update of the model generates communication, which increases the traffic on the mobile ... [more] |
ICM2022-56 pp.80-83 |
ICM |
2023-03-17 13:35 |
Okinawa |
Okinawa Prefectural Museum and Art Museum (Primary: On-site, Secondary: Online) |
Analyzing Impact of People's Existence on RSSI in Large Indoor Environment Eri Hosonuma (Univ. of Tokyo), Taku Yamazaki, Takumi Miyoshi (Shibaura Inst. of Tech.), Akihito Taya, Yuuki Nishiyama, Kaoru Sezaki (Univ. of Tokyo) ICM2022-57 |
Various estimation methods of crowd density have been studied for safe and comfortable cities. In particular, for instal... [more] |
ICM2022-57 pp.84-88 |
ICM |
2023-03-17 14:45 |
Okinawa |
Okinawa Prefectural Museum and Art Museum (Primary: On-site, Secondary: Online) |
A Location-based Group Construction Method for Distributed Machine Learning Ryota Hasegawa (SIT), Shota Ono (Univ. of Tokyo), Taku Yamazaki, Takumi Miyoshi (SIT) ICM2022-60 |
Recently, machine learning (ML) has been utilized in various situations as a technology for learning from large amounts ... [more] |
ICM2022-60 pp.101-104 |
ICM |
2023-03-17 16:55 |
Okinawa |
Okinawa Prefectural Museum and Art Museum (Primary: On-site, Secondary: Online) |
Backoff-based Opportunistic Routing Using Server-controlled Destination Discovery Takuma Yamazaki (SIT), Eri Hosonuma, Shota Ono (Univ. of Tokyo), Taku Yamazaki, Takumi Miyoshi (SIT) ICM2022-66 |
Backoff-based opportunistic routing (OR) autonomously selects forwarders based on a random backoff time calculated by co... [more] |
ICM2022-66 pp.135-138 |
IMQ, IE, MVE, CQ (Joint) [detail] |
2023-03-16 15:15 |
Okinawa |
Okinawaken Seinenkaikan (Naha-shi) (Primary: On-site, Secondary: Online) |
Autonomous Action Strategy Based on Assumed Risk Assessment for Multi-UAV Cooperated Unmanned Disaster Search and Rescue Yukiya Kunugi, Ryo Yamamoto, Satoshi Ohzahata (UEC), Taku Yamazaki, Takumi Miyoshi (SIT), Kiyoshi Ueda (Nihon Univ.) CQ2022-97 |
Unmanned Aerial Vehicles (UAVs) are rapidly gaining popularity in modern society and studies for search and rescue (SAR)... [more] |
CQ2022-97 pp.84-89 |
IN, NS (Joint) |
2023-03-03 09:50 |
Okinawa |
Okinawa Convention Centre + Online (Primary: On-site, Secondary: Online) |
Evaluate Multiple Route Construction Methods for UAVs Travel Time and Safety using a Variety of Node Arrangements Yuto Kokubun, Kiyoshi Ueda (Nihon Univ), Takumi Miyoshi, Taku Yamazaki (SIT), Ryo Yamamoto (UEC) NS2022-224 |
A method of constructing routes for mobile devices using a reactive routing protocol has been studied using an ad hoc ne... [more] |
NS2022-224 pp.328-332 |
IN, NS (Joint) |
2023-03-03 10:10 |
Okinawa |
Okinawa Convention Centre + Online (Primary: On-site, Secondary: Online) |
Relay Node Selection Method for UAV Routing in Wireless Multi-hop Network Haruki Gunji, Kiyoshi Ueda (Nihon Univ.), Takumi Miyoshi, Taku Yamazaki (SIT), Ryo Yamamoto (UEC) NS2022-225 |
Unmanned aerial vehicle (UAV) routing methods using networks composed of wireless multi-hop devices have been studied. W... [more] |
NS2022-225 pp.333-338 |
IN, NS (Joint) |
2023-03-03 10:30 |
Okinawa |
Okinawa Convention Centre + Online (Primary: On-site, Secondary: Online) |
Efficient execution of wireless multi-hop network simulation by User-PC computing system using Docker Haruki Gunji (Nihon Univ.), Nobuo Funabiki, Hein Htet, Lynn Htet Aung (Okayama Univ.), Takumi Miyoshi, Taku Yamazaki (SIT), Ryo Yamamoto (UEC), Kiyoshi Ueda (Nihon Univ.) NS2022-226 |
We are studying the construction of navigation routes for unmanned air vehicles using a wireless multi-hop network of wi... [more] |
NS2022-226 pp.339-344 |