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Committee Date Time Place Paper Title / Authors Abstract Paper #
NLP, CAS 2023-10-07
Gifu Work plaza Gifu Performance Evaluation on Coupling Model between Oscillators for Performance Improvement of Autonomous Decentralized TDMA
Takuma Osada (Tokyo Univ. of Science), Hiroyuki Yasuda (The Univ. of Tokyo), Maki Arai (Tokyo Univ. of Science), Song-Ju Kim (SOBIN), Mikio Hasegawa (Tokyo Univ. of Science) CAS2023-52 NLP2023-51
(To be available after the conference date) [more] CAS2023-52 NLP2023-51
Niigata Niigata Citizens Plaza
(Primary: On-site, Secondary: Online)
[Poster Presentation] Reinforcement Learning-based Method for Reducing Power Consumption of BLE Advertisements
Minoru Fujisawa (Tokyo Univ. of Science), Hiroyuki Yasuda (The Univ. of Tokyo), Ryosuke Isogai, Yoshifumi Yoshida (SEIKO FUTURE CREATION INC.), Song-Ju Kim (SOBIN Inst.), Mikio Hasegawa (Tokyo Univ. of Science)
Bluetooth Low Energy (BLE) has been applied to various IoT applications due to the popularization of Bluetooth-enabled d... [more]
Hokkaido Hokkaido University(Centennial Hall)
(Primary: On-site, Secondary: Online)
A Study of Low Power BLE Advertising Method Based on Reinforcement Learning
Hiroyuki Yasuda (The Univ. of Tokyo), Minoru Fujisawa (Tokyo Univ. of Science), Ryosuke Isogai, Yoshifumi Yoshida (SEIKO HOLDINGS Corp.), Song-Ju Kim (Tokyo Univ. of Science), Yozo Shoji (NICT), Kazuyuki Aihara (The Univ. of Tokyo), Mikio Hasegawa (Tokyo Univ. of Science) CCS2022-33
Bluetooth Low Energy (BLE) has been applied to various IoT services because of its versatility and energy efficiency. In... [more] CCS2022-33
Online Online Reducing Power Consumption of BLE Advertising Based on Reinforcement Learning
Ryoma Kitagawa (Tokyo Univ. of Science), Ryosuke Isogai (Seico), Hiroyuki Yasuda (Tokyo Univ.), Yoshifumi Yoshida (Seico), Song-Ju Kim, Mikio Hasegawa (Tokyo Univ. of Science) SRW2021-65
Bluetooth Low Energy (BLE) is a short-range wireless communication characterized by low power consumption and has been a... [more] SRW2021-65
(Primary: On-site, Secondary: Online)
[Poster Presentation] Implementation and experimental evaluation of MAB-based channel selection algorithm for LoRa devices
Minoru Fujisawa, Aohan Li, Ikumi Urabe, Ryoma Kitagawa, Yusuke Ito (TUS), Song-Ju Kim (SOBIN Institute LLC), Hiroyuki Yasuda (UTokyo), Mikio Hasegawa (TUS)
In recent years, the number of IoT devices has been increasing rapidly, and traffic is also expected to increase. In an ... [more]
SR 2021-05-21
Online Online Performance Evaluation of Distributed Channel Selection Algorithm Based on Reinforcement Learning for Massive Mobile IoT Systems
Daisuke Yamamoto, Honami Furukawa, Yusuke Ito, Aohan Li (TUS), Song-Ju Kim (Keio Univ.), Mikio Hasegawa (TUS) SR2021-11
In a Massive IoT environment, degradation of communication quality due to network congestion is a serious problem. In pr... [more] SR2021-11
CCS 2020-11-26
Online Online A Balance for Fairness -- Fair Distribution Using Physics in Games of Characteristic Function Form --
Song-Ju Kim (SOBIN Inst./Keio Univ.), Taiki Takahashi (Hokudai), Kazuo Sano (SOBIN Inst./Fukui Pref. Univ.) CCS2020-20
In a chaotic modern society, there is an increasing demand for the realization of true 'fairness'.
In Greek mythology, ... [more]
Online Online [Invited Talk] Reinforcement Learning Based Channel Selection Algorithm for IoT Devices and Its Application to Wireless Sensor Network for Building Monitoring System
So Hasegawa (NICT), Ryoma Kitagawa, Takumi Ito, Takashi Nakajima (TUS), Song-Ju Kim (KU), Yoshito Watanabe, Yozo Shoji (NICT), Mikio Hasegawa (TUS) CCS2020-13
The IoT wave have spread and the number of IoT devices have rapidly increased.
In IoT system using numerous IoT devices... [more]
SR 2019-12-06
Okinawa Ishigaki City Hall (Ishigaki Island) Performance Evaluation of Machine Learning Based Channel Selection Algorithm Implemented on IoT Sensor Devices and Its Application to Data Collection System for Building Monitoring
So Hasegawa, Ryoma Kitagawa, Takumi Ito, Takashi Nakajima (TUS), Song-Ju Kim (KU), Yozo Shoji (NICT), Mikio Hasegawa (TUS) SR2019-106
The IoT wave have spread and the number of IoT devices have rapidly increased. Numerous IoT devices may generate enormou... [more] SR2019-106
Hokkaido KIKI SHIRETOKO NATURAL RESORT Performance Evaluation of Machine Learning Based Channel Selection Algorithm Implemented on IoT Sensor Devices
So Hasegawa, Ma Jing, Ryoma Kitagawa (TUS), Song-Ju Kim (KU), Yoshito Watanabe, Liu Wei, Yozo Shoji (NICT), Mikio Hasegawa (TUS) CCS2019-17
The number of IoT devices have been dramatically increased. Numerous IoT devices generate enormous traffic, which causes... [more] CCS2019-17
SR 2019-05-31
Tokyo Tokyo Big Sight [Technology Exhibit] Cognitive IoT -- A Reinforcement-Learning-based Distributed Channel Selection Algorithm for IoT and Its Application --
Jing Ma, So Hasegawa, Honami Furukawa, Takuma Onishi (TUS), Song-Ju Kim (Keio), Takumi Ito, Kenjiro Mori, Takashi Nakajima, Yoichiro Hashizume, Takahiro Yamamoto, Yakayuki Kawahara (TUS), Hitoshi Watanabe, Wei Liu, Yozo Shoji (NICT), Mikio Hasegawa (TUS) SR2019-14
 [more] SR2019-14
NLP 2017-07-13
Okinawa Miyako Island Marine Terminal Adaptivity and convergence characteristics of decision making using chaotic semiconductor laser
Takatomo Mihana, Yuta Terashima (Saitama Univ.), Makoto Naruse (NICT), Song-Ju Kim (NIMS), Atsushi Uchida (Saitama Univ.) NLP2017-35
We numerically investigate decision making based on the tug-of-war theory using fast chaotic temporal waveforms generate... [more] NLP2017-35
NLP 2017-07-13
Okinawa Miyako Island Marine Terminal Improving Performance of UCB1-tuned Algorithm by Lebesgue Spectrum Filter
Xinyu Cho, Kaori Kuroda, Yukio Murata (TUS), Song-Ju Kim (NIMS), Makoto Naruse (NICT), Mikio Hasegawa (TUS) NLP2017-36
In the researches on asynchronous chaotic CDMA, it has been shown that the sequences, which have negative autocorrelatio... [more] NLP2017-36
CCS 2017-03-10
Tokyo ELSI, TITECH Efficient Decision Making by Harnessing the Computational Power of Physical Phenomena
Song-Ju Kim (NIMS) CCS2016-45
In our previous work, we showed that the method physically solving decision-making problems, which is called ``the tug-o... [more] CCS2016-45
CCS 2015-08-06
Hokkaido Dai-ichi Takimotokan (Noboribetsu, Hokkaido) Design and Implementation of Improvement Method of Wireless LAN Throughput Using the TOW Algorithm
Hiroki Kato (Tokyo Univ. of Science), Song-Ju Kim (NIMS), Kaori Kuroda, Mikio Hasegawa (Tokyo Univ. of Science) CCS2015-34
Various mobile communication systems are widespread, and mobile traffic is increasing. However, the bandwidth of availab... [more] CCS2015-34
CCS 2015-08-07
Hokkaido Dai-ichi Takimotokan (Noboribetsu, Hokkaido) Randomness and Complexity in "Nano-chaos"
Song-Ju Kim (NIMS), Makoto Naruse (NICT), Masashi Aono (TITECH), Hirokazu Hori (U. Yamanashi) CCS2015-41
Previously, we performed numerical simulations to explore how optical energy (exciton) transfers in a network of quantum... [more] CCS2015-41
ED, SDM 2014-02-27
Hokkaido Hokkaido Univ. Centennial Hall [Invited Talk] Amoeba-inspired Computing Paradigm and Its Realization Using Nanophotonics and Electron Devices
Mashashi Aono (Tokyo Inst. of Tech./JST), Makoto Naruse (NICT), Song-Ju Kim (NIMS), Hiroyoshi Miwa (Kwansei Gakuin Univ.) ED2013-132 SDM2013-147
 [more] ED2013-132 SDM2013-147
NC, NLP, IPSJ-BIO [detail] 2010-06-18
Okinawa Ryukyu-daigaku-gozyu-syunen-kinenn-kaikan On the Tug-of-war Model for Multi-armed Bandit Problem: -- Bio-inspired Computing Method for Nonlocally-correlated Parallel Searches --
Song-Ju Kim, Masashi Aono, Masahiko Hara (RIKEN) NLP2010-4 NC2010-4
The ``tug-of-war (TOW) model'' proposed in this study is a unique method for parallel searches inspired by the photoavoi... [more] NLP2010-4 NC2010-4
NLP 2007-03-05
Miyagi   Analysis of Bit Error Rate Using the Chaos Spreading Sequence with an Independent Component Analysis Filter
Ryo Takahashi, Song-Ju Kim, Ken Umeno (NICT)
The signal-to-noise ratios (SNRs) and the bit error rates (BERs) of $K$ signals recovered by the Independent Component A... [more] NLP2006-142
SIP, CAS, CS 2007-03-05
Tottori Blancart Misasa (Tottori) FPGA Implementation of On-line ICA Algorithms
Song-Ju Kim, Ken Umeno, Ryo Takahashi (NICT) CAS2006-84 SIP2006-185 CS2006-101
We evaluate a performance of the EASI algorithm, which is a basic algorithm among various on-line ICA algorithms, using ... [more] CAS2006-84 SIP2006-185 CS2006-101
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