IEICE Technical Report

Print edition: ISSN 0913-5685      Online edition: ISSN 2432-6380

Volume 118, Number 126

Smart Radio

Workshop Date : 2018-07-11 - 2018-07-13 / Issue Date : 2018-07-04

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Table of contents

SR2018-21
Random access network with cloud-cooperated interference cancellation using adaptive number of transmit replicas
Toshiki Nonaka, Takeo Fujii (UEC), Osamu Takyu (Shinshu Univ.), Ohta Mai (Fukuoka Univ.)
pp. 1 - 6

SR2018-22
A New Concept of Autonomous Control in Wireless Distributed Networks Based on Interference Beats of Traveling Waves through Networks
Masaki Aida (Tokyo Metropolitan Univ.), Chisa Takano (Hiroshima City Univ.), Masayuki Murata (Osaka Univ.)
pp. 7 - 12

SR2018-23
A Study on Wireless Networks to Collect Biogeocenosis Information in a River and Provide on the Web
Takahiro Fujiwara (HNCT), Jovilyn Fajardo, Takao Moriya (STE)
pp. 13 - 18

SR2018-24
A Vehicle Location Information Sharing System Using LoRa
Yasunori Owada, Goshi Sato, Katsuhiro Temma, Toshiaki Kuri, Masugi Inoue (NICT)
pp. 19 - 24

SR2018-25
An evaluation of propagation loss on wireless physical layer identification
Taichi Ohtsuji, Tatsuya Soma, Toshiki Takeuchi, Masaki Kitsunezuka, Kazuaki Kunihiro (NEC)
pp. 25 - 31

SR2018-26
IoT Device Identification Based on Similarity Analysis of Communication
Hirofumi Noguchi, Tatsuya Demizu, Misao Kataoka, Yoji Yamato (NTT)
pp. 33 - 38

SR2018-27
A Fundamental Study on Direction of Arrival Estimation with Deep Learning
Yuya Kase, Toshihiko Nishimura, Takeo Ohgane, Yasutaka Ogawa (Hokkaido Univ.)
pp. 39 - 43

SR2018-28
[Invited Talk] The Latest Trend of Wireless Communication Technologies for IoT: LPWA and 5G -- Current and Future of SIGFOX, LoRaWAN, LTE-M, NB-IoT and 5G --
Ritsu Tei (Chino)
pp. 45 - 49

SR2018-29
[Invited Talk] IoT Solution System of Water Environment Infrastructure Facilities -- Remote Monitoring of Facilities using Wireless Network --
Yasunori Sueyoshi, Hitochi Morita, Keoil Jin (Kubota)
pp. 51 - 56

SR2018-30
Construction of Time-Space Radio Environment Database using HMM for Cooperative Sensing
Yuya Aoki, Takeo Fujii (UEC)
pp. 57 - 64

SR2018-31
Attack classification method using neural network by analysis of log data of intrusion detection system and investigation for improvement of accuracy
Tsukasa Mannen, Kohei Shiomoto (TCU)
pp. 65 - 72

SR2018-32
Experimental Verification of Frequency-Correlation of Radio Propagation Characteristics for Radio Environment Recognition
Keita Onose (UEC), Koya Sato (TUS), Kei Inage (TMCIT), Takeo Fujii (UEC)
pp. 73 - 78

SR2018-33
[Poster Presentation] Detection of Visible Light Communication Transmitter by Machine Learning using Time Gradient Feature
Masahiro Hori, Masayuki Kinoshita, Takaya Yamazato, Hiraku Okada, Toshiaki Fujii (Nagoya Univ.), Koji Kamakura (Chiba Inst. of Tech.), Tomohiro Yendo (Nagaoka Univ. of Tech.), Shintaro Arai (Okayama Univ. of Sci.)
pp. 79 - 84

SR2018-34
[Poster Presentation] Deep Learning Based RSS Prediction Using RGB-D Camera for mmWave Communications
Kota Nakashima, Yusuke Koda, Koji Yamamoto, Hironao Okamoto, Takayuki Nishio, Masahiro Morikura (Kyoto Univ.)
pp. 85 - 86

SR2018-35
[Poster Presentation] Analysis of Multiuser Scheduling Gain in Poisson Cellular Networks
Koji Yamamoto (Kyoto Univ.)
pp. 87 - 88

SR2018-36
[Poster Presentation] Proposal of Real-Spatial based data management architecture for heterogeneous service cooperation
Kentaro Nagao (kyutech), Yuzo Taenaka (NAIST), Akira Nagata (iD), Hitomi Tamura (FIT), Kazuya Tsukamoto (kyutech)
pp. 89 - 94

SR2018-37
[Poster Presentation] Evaluation method for delay in dividing process and data on network system
Takeshi Yamada, Koji Hoshino, Kazuhiro Kikuma (NTT)
pp. 95 - 96

SR2018-38
[Poster Presentation] A Study of Machine Learning in Mobile Edge with Heterogeneous Resources
Takayuki Nishio (Kyoto Univ.), Ryo Yonetani (The Univ. of Tokyo)
pp. 97 - 98

SR2018-39
[Poster Presentation] A Examination of GPS Spoofing Defense with Machine-learning
Tomokazu Fukuda, Koji Ishii (Kagawa Univ.)
pp. 99 - 104

SR2018-40
[Poster Presentation] Experimental Evaluation of Reinforcement Learning-Based Pedestrian-Aware Predictive Handover for mmWave Networks
Yusuke Koda, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura (Kyoto Univ.)
pp. 105 - 106

SR2018-41
[Poster Presentation] Supervised Learning-based Primary Exclusive Region Update Robust Against Imbalanced Data for Spectrum Sharing
Aogu Yamada, Takayuki Nishio, Masahiro Morikura, Koji Yamamoto (Kyoto Univ.)
pp. 107 - 108

SR2018-42
[Poster Presentation] Optimal Primary Exclusive Region Design for Cognitive Radio VANETs
Yuxiang Fu, Keiji Yoshikawa, Shota Yamashita, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura (Kyoto Univ.)
pp. 109 - 110

SR2018-43
[Poster Presentation] Inter-system interference evaluation in spectrum sharing systems with multiple frequency bands
Kyouhei Ueda, Shigeru Tomisato, Kazuhiro Uehara (Okayama Univ.)
pp. 111 - 114

SR2018-44
[Poster Presentation] Detection of Error Tracking Based on Spacial Correlation in Physical Wireless Parameter Conversion Sensor Networks
Naoya Amano, Osamu Takyu, Keiichiro Shirai (Shinshu Univ.), Takeo Fujii (UEC), Mai Ohta (Fukuoka Univ.), Fumihito Sasamori, Shiro Handa (Shinshu Univ.)
pp. 115 - 116

SR2018-45
[Poster Presentation] Data Separation with Gradient of Sensing Data in Physical Wireless Parameeter Conversion Networks
Shuhei Yamasaki, Osamu Takyu, Keiichiro Shirai (Shinshu Unv.), Takeo Fujii (UEC), Mai Ohta (Fukuoka Univ.), Fumihito Sasamori, Shiro Handa (Shinshu Unv.)
pp. 117 - 118

SR2018-46
[Poster Presentation] A Study on Machine Learning Based Anomaly Detection for a Large Network with Cooperative Edge-Cloud Computing
Kengo Tajiri, Yasuhiro Ikeda (NTT), Ryoichi Kawahara (Toyo Univ.), Ryoichi Shinkuma (Kyoto Univ.)
pp. 119 - 120

SR2018-47
[Poster Presentation] A study on efficient Antenna selection based on Spatial Correlation for Adaptive Array Antenna
Takumi Sakamoto, Kenta Umebayashi (TUAT), Antti Tolli (UOO)
pp. 121 - 127

SR2018-48
[Tutorial Lecture] Reinforcement Learning: Application and Issues
Takaki Makino (Google)
p. 129

SR2018-49
[Invited Talk] Towards Realizing Ambient Sensing in Advanced Mobility Society
Yoh Shiraishi (Future Univ. Hakodate)
p. 131

SR2018-50
Measurement Results in Unlicensed Frequency Band Employing LoRa/LoRa WAN Module
Ryoya Aoki, Nobuhiko Miki (Kagawa Univ.)
pp. 133 - 137

SR2018-51
Interference-based Graph Coloring Method using Non-linear Oscillator
Syunsuke Nakano, Kei Inage (TMCIT)
pp. 139 - 144

SR2018-52
Network Selection Scheme Using Positioning Information for Heterogeneous Wireless System -- Evaluation of Large-Size Data Transmission Delay Time of Traffic Relay --
Ono Kento, Ono Takahiro, Akimoto Kouhei, Kameda Suguru, Suematsu Noriharu (Tohoku Univ.)
pp. 145 - 150

SR2018-53
Interference Management for Millimeter-Wave Mesh Backhaul Networks
Makoto Nakamura, Gia Khanh Tran, Kei Sakaguchi (Tokyo Tech)
pp. 151 - 158

SR2018-54
Theoretical Analysis of Data Collection Performance of p-persistent CSMA-based Wireless Sensor Networks employing Wake-up Receiver
Junya Shiraishi, Hiroyuki Yomo (Kansai Univ.)
pp. 159 - 164

SR2018-55
Acquisition Method for Consistent Observation Time of Sensor Data in Wireless Sensor Networks
Ayako Arao, Hiroaki Higaki (Tokyo Denki Univ.)
pp. 165 - 170

SR2018-56
High Performance Wireless Ad-Hoc Networks with Network Coding Communication based on Collision Detection of Control Messages
Yusuke Aoi, Hiroaki Higaki (Tokyo Denki Univ.)
pp. 171 - 176

SR2018-57
An Experimental Study on Communications and Interference Characteristics of 920MHz Radios in Factory Environments
Ryota Bingo, Ryota Ikeuchi, Hiroyuki Yomo (Kansai Univ.)
pp. 177 - 182

Note: Each article is a technical report without peer review, and its polished version will be published elsewhere.


The Institute of Electronics, Information and Communication Engineers (IEICE), Japan