Autonomous Optimization Techniques for Heterogeneous Type Cognitive Radio Networks

• Project/Area Number: 22700084
• Research Category: Grant-in-Aid for Young Scientists (B)
• Allocation Type: Single-year Grants
• Research Field: Computer system/Network
• Research Institution: Tokyo University of Science
• Principal Investigator: HASEGAWA Mikio 東京理科大学, 工学部, 准教授 (50358967)
• Project Period (FY): 2010 – 2012
• Project Status: Completed (Fiscal Year 2012)
• Budget Amount: ¥4,160,000 (Direct Cost: ¥3,200,000、Indirect Cost: ¥960,000); Fiscal Year 2012: ¥390,000 (Direct Cost: ¥300,000、Indirect Cost: ¥90,000); Fiscal Year 2011: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000); Fiscal Year 2010: ¥2,210,000 (Direct Cost: ¥1,700,000、Indirect Cost: ¥510,000)
• Keywords: コグニティブ無線 / モバイルネットワーク / ヘテロジニアスワイヤレスネットワーク / 組合せ最適化 / カオス / 無線リソースマネージメント / コグニティブ無線ネットワーク / ヘテロジニアスネットワーク / ヘチロジニアスワイヤレスネットワーク / 無線リソースマネジメント / IEEE1900.4

Research Abstract

This research proposed autonomous optimization techniques for heterogeneous type cognitive radio networks. Those algorithms select themost appropriate wireless network setting from various available networks for the users and hands over to the selected networks. The proposed techniques using neural network based optimization and machine learning were implemented on real wireless devices, and their effectiveness were shown by the experiments using thoseimplemented systems

Research Products

• [Journal Article] Autonomous Throughput Improvement Scheme using Machine Learning Algorithms for Heterogeneous Wireless Networks Aggregation (2012)
  • Author(s): Yosuke Kon, Kazuki Hashiguchi, MasatoIto, Mikio Hasegawa, Kentaro Ishizu,Homare Murakami, Hiroshi Harada
  • Journal Title: IEICE Trans. Communications Volume: Vol. E95-B, No. 4 Pages: 1143-1151
  • NAID: 10030938699
• [Journal Article] Design and Implementation of IEEE 1900.4 Architecture Using IMS Functionality (2012)
  • Author(s): Homare Murakami, Kentaro Ishizu,Stanislav Filin, Hiroshi Harada, MikioHasegwa
  • Journal Title: IEICE Trans. Communications Volume: Vol. E95-B, No. 4 Pages: 1266-1275
• [Journal Article] Chaotic oscillations in user-centric cognitive radio networks and their control (2012)
  • Author(s): Yuki Nonaka, Mikio Hasegawa
  • Journal Title: International Journal of Knowledge and Web Intelligence Volume: Vol. 3, No. 1 Pages: 70-84
• [Journal Article] Implementation and Evaluation of Chaotic CDMA System Using Software-Defined Radio (2012)
  • Author(s): Yuichi Omori, Hisashi Watanabe, MikioHasegawa
  • Journal Title: Journal of Signal Processing Volume: Vol. 16, No. 4 Pages: 331-334
  • NAID: 130004457026
• [Journal Article] Autonomous Throughput Improvement Scheme using Machine Learning Algorithms for Heterogeneous Wireless Networks Aggregation (2012)
  • Author(s): Yosuke Kon
  • Journal Title: IEICE TRANSACTIONS on Communications Volume: E95-B Pages: 1143-1151
  • Peer Reviewed
• [Journal Article] Design and Implementation of IEEE 1900.4 Architecture Using IMS Functionality (2012)
  • Author(s): Homare Murakami
  • Journal Title: IEICE TRANSACTIONS on Communications Volume: E95-B Pages: 1266-1275
  • Peer Reviewed
• [Journal Article] Chaotic oscillations in user-centric cognitive radio networks and their control (2012)
  • Author(s): Yuki Nonaka
  • Journal Title: International Journal of Knowledge and Web Intelligence Volume: 3 Issue: 1 Pages: 70-84
  • DOI: 10.1504/ijkwi.2012.048165
  • Peer Reviewed
• [Journal Article] Implementation and Evaluation of Chaotic CDMA System Using Software-Defined Radio (2012)
  • Author(s): Yuichi Omori
  • Journal Title: Journal of Signal Processing Volume: 16 Pages: 331-334
  • Peer Reviewed
• [Journal Article] Autonomous Throughput Improvement Scheme using Machine Learning Algorithms for Heterogeneous Wireless Networks Aggregation (2012)
  • Author(s): Kon Yohsuke, Kazuki Hashiguchi, Masato Ito, Mikio Hasegawa, Kentaro Ishizu, Homare Murakami, Hiroshi Harada
  • Journal Title: IEICE Transactions on Communications Volume: E95-B Pages: 1143-1151
  • NAID: 10030938699
  • Peer Reviewed
• [Journal Article] sign and Implementation of IEEE 1900.4 Architecture Using IMS Functionali (2012)
  • Author(s): Homare Murakami, Kentaro Ishizu, Stanislav Filin, Hiroshi Harada, Mikio Hasegwa
  • Journal Title: IEICE Transactions on Communications Volume: E95-B Pages: 1266-1275
  • Peer Reviewed
• [Journal Article] A Hybrid Approach using Chaotic Dynamics and Global Search Algorithms for Combinatorial Optimization Problems (2011)
  • Author(s): Hideki Igeta, Mikio Hasegawa
  • Journal Title: Nonlinear Theory and Its Applications, IEICE Volume: Vol. 2, No. 4 Pages: 497-507
  • NAID: 130001225019
• [Journal Article] Performance of Heuristic Methods driven by Chaotic Dynamics for ATSP and Applications to DNA Fragment Assembly (2011)
  • Author(s): Tomohiro Kato, Mikio Hasegawa
  • Journal Title: Nonlinear Theory and Its Applications, IEICE Volume: Vol. 2, No. 4 Pages: 485-496
  • NAID: 130001225018
• [Journal Article] 二次割当問題のための同期更新指数減衰カオスタブーサーチのニューロン選択法の相互情報量による解析 (2011)
  • Author(s): 河村鉄夫, 堀尾喜彦, 長谷川幹雄
  • Journal Title: 電気学会論文誌 C Volume: Vol. 131, No. 3 Pages: 592-599
  • NAID: 10027804425
• [Journal Article] Design and Implementation of a Context-Aware Guide Application Kagurazaka Explorer (2011)
  • Author(s): Yuichi Omori, Jiaqi Wan, Mikio Hasegawa
  • Journal Title: Studies in Computational Intelligence Volume: Vol. 376 Pages: 103-116
• [Journal Article] Theory and Applications of Chaotic Optimization Methods (2011)
  • Author(s): TohruIkeguchi, Mikio Hasegawa, Takayuki Kimura, Takafumi Matsuura, Kazuyuki Aihara
  • Journal Title: Studies in Computational Intelligence Volume: Vol. 357 Pages: 131-161
• [Journal Article] Controlling Chaotic Oscillations in User-Centric Cognitive Radio Networks (2011)
  • Author(s): Yuki Nonaka, Mikio Hasegawa
  • Journal Title: Lecture Notes in Computer Science Volume: Vol. 6883 Pages: 587-595
• [Journal Article] A Hybrid Approach using Chaotic Dynamics and Global Search Algorithms for Combinatorila Optimization Problems (2011)
  • Author(s): Hideki Igeta, Mikio Hasegawa
  • Journal Title: Nonlinear Theory and Its Applications, IEICE Volume: 2 Pages: 497-507
  • Peer Reviewed
• [Journal Article] Theory and Applications of Chaotic Optimization Methods (2011)
  • Author(s): Tohru Ikeguchi, Mikio Hasegawa, Takayuki Kimura, Takafumi Matsuura, Kazuyuki Aihara
  • Journal Title: Studies in Computational Intelligence Volume: 357 Pages: 131-161
  • Peer Reviewed
• [Journal Article] 二次割当問題のための同期更新指数減衰カオスタブーサーチのニューロン選択法の相互情報量による解析 (2011)
  • Author(s): 河村鉄夫, 堀尾喜彦, 長谷川幹雄
  • Journal Title: 電気学会論文誌C Volume: 131 Pages: 592-599
  • NAID: 10027804425
  • Peer Reviewed
• [Journal Article] Traffic Allocation Control using Support Vector Machine in Heterogeneous Wireless Link Aggregation (2011)
  • Author(s): 橋口和貴, 今陽祐, 長谷川幹雄, 石津健太郎, 原田博司
  • Journal Title: Proc.of IEEE Consumer Communications and Networking Conference Volume: 1 Pages: 150-154
  • Peer Reviewed
• [Journal Article] Design and implementation of a user-centric access point selection algorithm based on mutually connected neural networks (2010)
  • Author(s): Mikio Hasegawa, Taichi Takeda, Hiroshi Harada
  • Journal Title: Intelligent Decision Technology Volume: Vol. 4, No. 4 Pages: 285-295
• [Journal Article] Realizing Ideal Spatiotemporal Chaotic Searching Dynamics for Optimization Algorithms Using Neural Networks (2010)
  • Author(s): Mikio Hasegawa
  • Journal Title: Lecture Notes in Computer Science Volume: Vol. 6443 Pages: 66-73
• [Journal Article] Mutual Information Analyses of Chaotic Neurodynamics Driven by Neuron Selection Methods in Synchronous Exponential Chaotic Tabu Search for Quadratic Assignment Problems (2010)
  • Author(s): Tetsuo Kawamura, Yoshihiko Horio,Mikio Hasegawa
  • Journal Title: Lecture Notes in Computer Science Volume: Vol. 6443 Pages: 50-57
• [Journal Article] Design and Implementation of a Context-Aware Guide Application for Mobile Users Based on Machine Learning (2010)
  • Author(s): Yuichi Omori, Yuki Nonaka, MikioHasegawa
  • Journal Title: Lecture Notes in Computer Science Volume: Vol. 6279 Pages: 271-279
• [Journal Article] Design and implementation of a user-centric access point selection algorithm based on mutually connected neural networks (2010)
  • Author(s): 長谷川幹雄, 武田太一, 原田博司
  • Journal Title: Intelligent Decision technology Volume: 4 Pages: 285-295
  • Peer Reviewed
• [Journal Article] Realizing Ideal Spatiotemporal Chaotic Searching Dynamics for Optimization Algorithms Using Neural Networks (2010)
  • Author(s): 長谷川幹雄
  • Journal Title: Lecture Notes in Computer Science Volume: 6443 Pages: 66-73
  • Peer Reviewed
• [Journal Article] Design and Implementation of a Context-Aware Guide Application for Mobile Users Based on Machine Learning (2010)
  • Author(s): 大森雄一, 野中祐樹, 長谷川幹雄
  • Journal Title: Lecture Notes in Computer Science Volume: 6279 Pages: 271-279
  • Peer Reviewed
• [Journal Article] Realizing Ideal Chaotic Dynamics for Combinatorial Optimization Using a Spatiotemporal Filter (2010)
  • Author(s): 長谷川幹雄
  • Journal Title: Proc.of International Symposium on Nonlinear Thenry and its Applications Volume: 1 Pages: 289-292
  • Peer Reviewed
• [Journal Article] Heuristic Methods for Asymmetric Traveling Salesman Problem and their Applications to DNA Fragment Assembly (2010)
  • Author(s): 加藤智洋, 長谷川幹雄
  • Journal Title: Proc.of International Symposium on Nonlinear Theory and its Applications Volume: 1 Pages: 386-389
  • Peer Reviewed
• [Journal Article] A Combinatorial Optimization Method which Combines Ant Colony Optimization and Chaotic Dynamical Search (2010)
  • Author(s): 井ヶ田秀樹, 長谷川幹雄
  • Journal Title: Proc.of International Symposium on Nonlinear Theory and its Applications Volume: 1 Pages: 378-381
  • Peer Reviewed
• [Journal Article] Mutual Information Analyses of Chaotic Neurodynamics Driven by Neuron Selection Methods in Synchronous Exponential Chaotic Tabu Search for Quadratic Assignment Problems (2010)
  • Author(s): 河村鉄夫, 堀尾喜彦, 長谷川幹雄
  • Journal Title: Lecture Notes in Computer Science Volume: 6443 Pages: 50-57
  • Peer Reviewed
• [Journal Article] Experimental Evaluation of Distributed Radio Resource Optimization Algorithm Based on the Neural Networks for Cognitive Wireless Cloud (2010)
  • Author(s): 長谷川幹雄, 石津健大郎, 村上誉, 原田博司
  • Journal Title: Proc.of IEEE Personal, Indoor and Mobile Radio Communications Symposium(CogCould) Volume: 6443 Pages: 32-37
  • Peer Reviewed
• [Presentation] 複雑系数理モデル学に基づいた新しいネットワークの実現に向けて (2013)
  • Author(s): 長谷川幹雄
  • Organizer: 電子情報通信学会 ・ 移動通信ワークショップ
• [Presentation] ime Synchronization Scheme based on Noise-induced Synchronization using Environmental Sound (2013)
  • Author(s): Yuki Honda, Hiroyuki Yasuda, MikioHasegawa, Hiroya Nakao, Kazuyuki Aihara
  • Organizer: Proceedings of 2013 International Workshop on Nonlinear Circuits, Communications and Signal Processing
• [Presentation] Performance Analysis of Multi-armed Bandit Algorithm with Negative Autocorrelatio (2013)
  • Author(s): Tomohiro Kato, Hiroshi Kurita, MikioHasegawa
  • Organizer: Proceedings of 2013 International Workshop on Nonlinear Circuits, Communications and Signal Processing
• [Presentation] Effectiveness of the Markov Codes with Negative Correlation in FD/S3 (2013)
  • Author(s): Tomoaki Yorozuya, Hisashi Watanabe,Mikio Hasegawa, Yoshihiko Horio, Kazuyuki Aihara
  • Organizer: Proceedings of 2013 International Workshop on Nonlinear Circuits, Communications and Signal Processing
• [Presentation] Performance Evaluation of Timing Synchronization by Frequency Domain Integration in TD/SSS (2013)
  • Author(s): Hisashi Watanabe, Yoshimasa Narumiya,Mikio Hasegawa, Yoshihiko Horio, Kazuyuki Aihara
  • Organizer: Proceedings of 2013 International Workshop on Nonlinear Circuits, Communications and Signal Processing
• [Presentation] Performance Evaluation of FD/S3 for Frequency Synchronization using Timing Division Integration (2013)
  • Author(s): oshimasa Narumiya, Hisashi Watanabe,Tomoaki Yorozuya, Mikio Hasegawa, Yoshihiko Horio, Kazuyuki Aihara
  • Organizer: Proceedings of 2013 International Workshop on Nonlinear Circuits, Communications and Signal Processing
• [Presentation] Performance Analysis of OCDMA with the Bursty Effects of Multiple User Interference (2013)
  • Author(s): Hirofumi Terao, Gou Hosoya, MikioHasegawa, Hiroyuki Yashima
  • Organizer: Proceedings of 2013 International Workshop on Nonlinear Circuits, Communications and Signal Processing
• [Presentation] Performance Evaluation of RSSI-Based Rate Adaptation Scheme in Real Wireless Environment (2013)
  • Author(s): Tatsuro Abe, Mikio Hasegawa
  • Organizer: Proceedings of 2013 International Workshop on Nonlinear Circuits, Communications and Signal Processing
• [Presentation] Analysis on Effectiveness of Negative-Autocorrelation Searching Dynamics Using Associative Memory Neural Networks (2013)
  • Author(s): Ryota Nakamura, Tomohiro Kato, MikioHasegawa
  • Organizer: Proceedings of 2013 International Workshop on Nonlinear Circuits, Communications and Signal Processing
• [Presentation] An Analysis on Noise-Induced Synchronization by Natural Environmental Signals (2013)
  • Author(s): Hiroyuki Yasuda, Makoto Harashima,Mikio Hasegawa, Hiroya Nakao
  • Organizer: Proceedings of 2013 International Workshop on Nonlinear Circuits, Communications and Signal Processing
• [Presentation] 占有率の低いチャネル探索への Multi-Armed Bandit アルゴリズムの応用 (2013)
  • Author(s): 加藤智洋、長谷川幹雄
  • Organizer: 電子情報通信学会複雑コミュニケーションサイエンス研究会予稿集
• [Presentation] TVWS を利用したコグニティブ無線メッシュネットワークにおけるチャネル割り当て及び経路の最適化 (2013)
  • Author(s): 高相一輝, 長谷川幹雄, 石津健太郎,村上誉
  • Organizer: 電子情報通信学会技術研究報告 (ソフトウェア無線研究会)
• [Presentation] 複雑系数理モデル学に基づいた新しいネットワークの実現に向けて (2013)
  • Author(s): 長谷川幹雄
  • Organizer: 電子情報通信学会 移動通信ワークショップ
  • Place of Presentation: 東京
  • Invited
• [Presentation] Time Synchronization Scheme based on Noise-induced Synchronization using Environmental Sound (2013)
  • Author(s): Yuki Honda, Hiroyuki Yasuda, Mikio Hasegawa, Hiroya Nakao, Kazuyuki Aihara
  • Organizer: RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing
  • Place of Presentation: コナ，米国
• [Presentation] Performance Analysis of Multi-armed Bandit Algorithm with Negative Autocorrelation (2013)
  • Author(s): Tomohiro Kato, Hiroshi Kurita, Mikio Hasegawa
  • Organizer: RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing
  • Place of Presentation: コナ，米国
• [Presentation] Performance Evaluation of Timing Synchronization by Frequency Domain Integration in TD/SSS (2013)
  • Author(s): Hisashi Watanabe, Yoshimasa Narumiya, Mikio Hasegawa, Yoshihiko Horio, Kazuyuki Aihara
  • Organizer: RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing
  • Place of Presentation: コナ，米国
• [Presentation] Performance Evaluation of FD/S3 for Frequency Synchronization using Time Division Integration (2013)
  • Author(s): Yoshimasa Narumiya, Hisashi Watanabe, Tomoaki Yorozuya, Mikio Hasegawa, Yoshihiko Horio, Kazuyuki Aihara
  • Organizer: RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing
  • Place of Presentation: コナ，米国
• [Presentation] Performance Evaluation of RSSI-Based Rate Adaptation Scheme in Real Wireless Environment (2013)
  • Author(s): Tatsuro Abe, Mikio Hasegawa
  • Organizer: RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing
  • Place of Presentation: コナ，米国
• [Presentation] Analysis on Effectiveness of Negative-Autocorrelation Searching Dynamics Using Associative Memory Neural Networks (2013)
  • Author(s): Ryota Nakamura, Tomohiro Kato, Mikio Hasegawa
  • Organizer: RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing
  • Place of Presentation: コナ，米国
• [Presentation] An Analysis on Noise-Induced Synchronization by Natural Environmental Signals (2013)
  • Author(s): Hiroyuki Yasuda, Makoto Harashima, Mikio Hasegawa, Hiroya Nakao
  • Organizer: RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing
  • Place of Presentation: コナ，米国
• [Presentation] 占有率の低いチャネル探索へのMulti-Armed Banditアルゴリズム の応用 (2013)
  • Author(s): 加藤智洋，長谷川幹雄
  • Organizer: 電子情報通信学会・移動通信ワークショップ
  • Place of Presentation: 東京
• [Presentation] TVWSを利用したコグニティブ無線メッシュネットワークにおける チャネル割り当て及び経路の最適化 (2013)
  • Author(s): 高相一輝, 長谷川幹雄, 石津健太郎, 村上誉
  • Organizer: 電子情報通信学会ソフトウェア無線研究会
  • Place of Presentation: 長野
• [Presentation] Lebesgue Spectrum Filterによる理想的探索ダイナミクスの連想記憶ニューフルネットワークを用いか解析 (2012)
  • Author(s): 伏木健二, 加藤智洋, 長谷川幹雄, 合原一幸
  • Organizer: 電子情報通信学会非線形問題研究会
  • Place of Presentation: 五島
  • Year and Date: 2012-03-27
• [Presentation] ヘテロジニアス型コグニティブ無線技術におけるRAN情報を活用したトラフィック制御方式の評価 (2012)
  • Author(s): 村上誉, 石津健太郎, 原田博司, 長谷川幹雄, 勝間田賀章, 西野大
  • Organizer: 電子情報通信学会総合大会
  • Place of Presentation: 岡山
  • Year and Date: 2012-03-23
• [Presentation] 異種無線ネットワークアグリグージョンのパラメータ最適化における機械学習アルゴリズムの性能評価 (2012)
  • Author(s): 三本木諒太, 今陽介, 長谷川幹雄, 石津健太郎, 村上誉, 原田博司
  • Organizer: 電子情報通信学会総合大会
  • Place of Presentation: 岡山
  • Year and Date: 2012-03-23
• [Presentation] ヘテロジニアス型コグニティブ無線ネットワークにおけるRAN選択問題の厳密最適化 (2012)
  • Author(s): 松井拓己, 長谷川幹雄, 平井広志, 阿部力也, 永野清仁, 合原一幸
  • Organizer: 電子情報通信学会総合大会
  • Place of Presentation: 岡山
  • Year and Date: 2012-03-23
• [Presentation] 機械学習アルゴリズムを用いたコグニティブ無線システムの自律分散型最適化における学習サンプル共有方式の検討 (2012)
  • Author(s): 伊藤誠人, 今陽祐, 長谷川幹雄, 石津健太郎, 原田博司
  • Organizer: 電子情報通信学会総合大会
  • Place of Presentation: 岡山
  • Year and Date: 2012-03-22
• [Presentation] コグニティブ無線の自律分散型最適化におけるコンテキスト情報送信遅延の影響とその解決の一手法 (2012)
  • Author(s): 岡竜也, 長谷川幹雄, 石津健太郎, 村上誉, 原田博司
  • Organizer: 電子情報通信学会総合大会
  • Place of Presentation: 岡山
  • Year and Date: 2012-03-22
• [Presentation] Evaluation of Multi-Armed Bandit Algorithms in Spectrum Sensing for Cognitive Radio Network (2012)
  • Author(s): N.A Farahin K.Zaman, Tomohiro Kato, Mikio Hasegawa
  • Organizer: 電子情報通信学会総合大会
  • Place of Presentation: 岡山
  • Year and Date: 2012-03-20
• [Presentation] ルベーグスペクトフムフィルタを適用したヒューリスティック解探索アルゴリズムの時空間ダイナミクスの解析 (2012)
  • Author(s): 加藤智洋, 長谷川幹雄, 合原一幸
  • Organizer: 電子情報通信学会複雑コミュニケーションサイエンス研究会
  • Place of Presentation: 東京
  • Year and Date: 2012-03-17
• [Presentation] ヘテロジニアス型コグニティブ無線技術におけるRAN情報を活用したトラフィック制御の効率化手法 (2012)
  • Author(s): 村上誉, 石津健太郎, 原田博司, 長谷川幹雄, 勝間田賀章, 西野大
  • Organizer: 電子情報通信学会ソフトウェア無線研究会
  • Place of Presentation: 横須賀
  • Year and Date: 2012-03-08
• [Presentation] Implementation and Evaluation of Chaotic CDMA System using Software Defined Radio (2012)
  • Author(s): Yuichi Omori, Hisashi Watanabe, Mikio Hasegawa
  • Organizer: International Workshop on Nonlinear Circuits, Communications, and Signal Processing
  • Place of Presentation: ホノルル(米国)
  • Year and Date: 2012-03-05
• [Presentation] Chaotic Communications Effect in Chaotic Neural Networks with Refractoriness with Negatively Exponential Decay Correlated Inputs (2012)
  • Author(s): Ken Umeno, Mikio Hasegawa, Kazuyuki Aihara
  • Organizer: International Workshop on Nonlinear Circuits, Communications, and Signal Processing
  • Place of Presentation: ホノルル(米国)
  • Year and Date: 2012-03-05
• [Presentation] Autonomous Parameter Optimization of A Heterogeneous Wireless Network Aggregation System using Machine Learing Algorithms (2012)
  • Author(s): Yohsuke Kon, Mikio Hasegawa, Kentaro Ishizu, Hiroshi Harada
  • Organizer: IEEE Consumer Communications and Networking Conference
  • Place of Presentation: ラスベガス(米国)
  • Year and Date: 2012-01-16
• [Presentation] 複雑系数理モデル学の通信ネットワーク応用研究における新しいアプローチ (2012)
  • Author(s): 長谷川幹雄
  • Organizer: 電子情報通信学会・回路とシステムワークショップ
• [Presentation] 複雑系数理モデル学に基づく通信システム最適化 (2012)
  • Author(s): 長谷川幹雄
  • Organizer: 電子情報通信学会情報ネットワーク科学研究会
• [Presentation] Application of multi-armed bandit algorithms for channel sensing in cognitive radio (2012)
  • Author(s): Tomohiro Kato, Nur Atiqah FarahinKamarul Zaman and Mikio Hasegawa
  • Organizer: Proceedings of IEEE Asia Pacific Conference on Circuits and Systems
• [Presentation] Exact Optimum RAN Selection Algorithm for Heterogeneous-Type Cognitive Radio Networks (2012)
  • Author(s): Takumi Matsui, Mikio Hasegawa, Hiroshi Hirai, Kiyohito Nagano and Kazuyuki Aihara
  • Organizer: Proceedings of 2012 International Symposium on Nonlinear Theory and its Applications
• [Presentation] Effectiveness of Chaotic Dynamics with Negative Autocorrelation and its Applications to Combinatorial Optimization Problems (2012)
  • Author(s): Tomohiro Kato, Mikio Hasegawa, and Kazuyuki Aihara
  • Organizer: Proceedings of 2012 International Symposium on Nonlinear Theory and its Applications
• [Presentation] Performance Evaluation of a Sensor Network Synchronization Scheme based on Noise Induced Phase Synchronization (2012)
  • Author(s): Hiroyuki Yasuda, Makoto Harashima,Tomohiro Kato, Mikio Hasegawa, and Kazuyuki Aihara
  • Organizer: Proceedings of 2012 International Symposium on Nonlinear Theory and its Applications
• [Presentation] Performance of Chaotic CDMA System implemented on Software-Defined Radio System (2012)
  • Author(s): Hisashi Watanabe, Yuichi Omori, MikioHasegawa, and Kazuyuki Aihara
  • Organizer: Proceedings of 2012 International Symposium on Nonlinear Theory and its Applications
• [Presentation] Performance Improvement of Heuristic Algorithms for Large Scale Combinatorial Optimization Problems using Lebesgue Spectrum Filter (2012)
  • Author(s): Tomohiro Kato, Mikio Hasegawa, Kazuyuki Aihara
  • Organizer: Proceedings of IEEE World Congress on Computational Intelligence (International Joint Conference on Neural Networks)
• [Presentation] Synchronization of Wireless Sensor Networks using Natural Environmental Signals Based on Phase Synchronization Phenomenon (2012)
  • Author(s): Makoto Harashima, Hiroyuki Yasuda,Mikio Hasegawa
  • Organizer: Proceedings of IEEE Vehicular Network Conference (VTC2012-Spring)
• [Presentation] Autonomous Optimization Techniques for Cognitive Dynamic Wireless Systems (2012)
  • Author(s): Mikio Hasegawa, Yohsuke Kon, Kentaro Ishizu, Homare Murakami, Hiroshi Harada
  • Organizer: Proceedings of IEEE Vehicular Network Conference (VTC2012-Spring)
• [Presentation] Implementation and Evaluation of Chaotic CDMA System using Software Defined Radio (2012)
  • Author(s): Yuichi Omori, Hisashi Watanabe, MikioHasegawa
  • Organizer: Proceedings of International Workshop on Nonlinear Circuits, Communications, and Signal Processing
• [Presentation] Improving Performance of Multi-Armed Bandit Algorithms using Lebesgue Spectrum Filter (2012)
  • Author(s): Hiroshi Kurita, Tomohiro Kato, MikioHasegawa
  • Organizer: Proceedings of International Workshop on Nonlinear Circuits, Communications, and Signal Processing
• [Presentation] Chaotic Communications Effect in Chaotic Neural Networks with Refractoriness with Negatively Exponential Decay Correlated Inputs (2012)
  • Author(s): Ken Umeno, Mikio Hasegawa, Kazuyuki Aihara
  • Organizer: Proceedings of International Workshop on Nonlinear Circuits, Communications, and Signal Processing
• [Presentation] Autonomous Parameter Optimization of A Heterogeneous Wireless Network Aggregation System using Machine Learning Algorithms (2012)
  • Author(s): Yohsuke Kon, Mikio Hasegawa, KentaroIshizu, Hiroshi Harada
  • Organizer: Proceedings of International Workshop on Nonlinear Circuits, Communications, and Signal Processing
• [Presentation] Optimization of Radio Access Networks Selection and Aggregation in Heterogeneous Type Cognitive Radio Networks (2012)
  • Author(s): Yosuke Kon, Mikio Hasegawa
  • Organizer: Japan-Korea Joint Workshop on Complex Communication Sciences
• [Presentation] TV ホワイトスペースを利用したコグニティブメッシュネットワークにおける無線リソース割当て及び経路最適化手法の検討 (2012)
  • Author(s): 高相一輝, 長谷川幹雄, 石津健太郎,村上誉, 原田博司
  • Organizer: 情報処理学会研究報告(モバイルコンピューティングとユビキタス通信研究会)
• [Presentation] 環境信号による無線センサネットワーク自律同期手法におけるデータ入力方法の検討 (2012)
  • Author(s): 安田裕之、原島淳、加藤智洋、長谷川幹雄、合原一幸
  • Organizer: 電子情報通信学会情報ネットワーク科学研究会・複雑コミュニケーションサイエンス研究会合同ワークショップ
• [Presentation] Lebesgue Spectrum Filter による理想的探索ダイナミクスの連想記憶ニューラルネットワークを用いた解析 (2012)
  • Author(s): 伏木健二, 加藤智洋, 長谷川幹雄,合原一幸
  • Organizer: 電子情報通信学会技術研究報告 (非線形問題研究会)
• [Presentation] ルベーグスペクトラムフィルタを適用したヒューリスティック解探索アルゴリズムの時空間ダイナミクスの解析 (2012)
  • Author(s): 加藤智洋, 長谷川幹雄,合原一幸
  • Organizer: 電子情報通信学会複雑コミュニケーションサイエンス研究会
• [Presentation] ヘテロジニアス型コグニティブ無線技術における RAN 情報を活用したトラフィック制御の効率化手法 (2012)
  • Author(s): 村上誉, 石津健太郎, 原田博司, 長谷川幹雄, 勝間田賀章, 西野大
  • Organizer: 電子情報通信学会技術研究報告(ソフトウェア無線研究会)
• [Presentation] 複雑系数理モデル学の通信ネットワーク応用研究における新しいアプローチ (2012)
  • Author(s): 長谷川幹雄
  • Organizer: 電子情報通信学会 回路とシステムワークショップ
  • Place of Presentation: 淡路
  • Invited
• [Presentation] 複雑系数理モデル学に基づく通信システム最適化 (2012)
  • Author(s): 長谷川幹雄
  • Organizer: 電子情報通信学会 情報ネットワーク科学研究会
  • Place of Presentation: 東京
  • Invited
• [Presentation] Performance Improvement of Heuristic Algorithms for Large Scale Combinatorial Optimization Problems using Lebesgue Spectrum Filter (2012)
  • Author(s): Tomohiro Kato, Mikio Hasegawa, Kazuyuki Aihara
  • Organizer: IEEE World Congress on Computational Intelligence
  • Place of Presentation: ブリスベン，オーストラリア
• [Presentation] Synchronization of Wireless Sensor Networks using Natural Environmental Signals Based on Phase Synchronization Phenomenon (2012)
  • Author(s): Makoto Harashima, Hiroyuki Yasuda, Mikio Hasegawa
  • Organizer: IEEE Vehicular Network Conference (VTC2012-Spring)
  • Place of Presentation: 横浜
• [Presentation] Application of multi-armed bandit algorithms for channel sensing in cognitive radio (2012)
  • Author(s): Tomohiro Kato, Nur Atiqah Farahin Kamarul Zaman and Mikio Hasegawa
  • Organizer: IEEE Asia Pacific Conference on Circuits and Systems
  • Place of Presentation: 高雄，台湾
• [Presentation] Exact Optimum RAN Selection Algorithm for Heterogeneous-Type Cognitive Radio Networks (2012)
  • Author(s): Takumi Matsui, Mikio Hasegawa, Hiroshi Hirai, Kiyohito Nagano and Kazuyuki Aihara
  • Organizer: 2012 International Symposium on Nonlinear Theory and its Applications
  • Place of Presentation: パルマ・デ・マヨルカ，スペイン
• [Presentation] Effectiveness of Chaotic Dynamics with Negative Autocorrelation and its Applications to Combinatorial Optimization Problems (2012)
  • Author(s): Tomohiro Kato, Mikio Hasegawa, and Kazuyuki Aihara
  • Organizer: 2012 International Symposium on Nonlinear Theory and its Applications
  • Place of Presentation: パルマ・デ・マヨルカ，スペイン
• [Presentation] Performance Evaluation of a Sensor Network Synchronization Scheme based on Noise Induced Phase Synchronization (2012)
  • Author(s): Hiroyuki Yasuda, Makoto Harashima, Tomohiro Kato, Mikio Hasegawa, and Kazuyuki Aihara
  • Organizer: 2012 International Symposium on Nonlinear Theory and its Applications
  • Place of Presentation: パルマ・デ・マヨルカ，スペイン
• [Presentation] Performance of Chaotic CDMA System implemented on Software-Defined Radio System (2012)
  • Author(s): Hisashi Watanabe, Yuichi Omori, Mikio Hasegawa, and Kazuyuki Aihara
  • Organizer: 2012 International Symposium on Nonlinear Theory and its Applications
  • Place of Presentation: パルマ・デ・マヨルカ，スペイン
• [Presentation] TVホワイトスペースを利用したコグニティブメッシュネットワー クにおける無線リソース割当て及び経路最適化手法の検討 (2012)
  • Author(s): 高相一輝, 長谷川幹雄, 石津健太郎, 村上誉, 原田博司
  • Organizer: 情報処理学会モバイルコンピューティングとユビキタス通信研究会
  • Place of Presentation: 東京
• [Presentation] 非同期電力系統間ルーティングと送電コストの最小化 (2011)
  • Author(s): 芝野恭平, 阿部力也, 平井広志, 長谷川幹雄, 合原一幸
  • Organizer: 電子情報通信学会複雑コミュニケーションサイエンス研究会
  • Place of Presentation: 宮古島
  • Year and Date: 2011-11-12
• [Presentation] ルベーグスペクトラムフィルタ(LSF)を用いたヒューリスティックな最適化問題解法の性能改善 (2011)
  • Author(s): 加藤智洋, 長谷川幹雄, 合原一幸
  • Organizer: 電子情報通信学会複雑コミュニケーションサイエンス研究会
  • Place of Presentation: 宮古島
  • Year and Date: 2011-11-12
• [Presentation] ルベーグスペクトルフィルタ(LSF)による理想的解探索ダイナミクスを用いた組合せ最適化 (2011)
  • Author(s): 長谷川幹雄, 合原一幸
  • Organizer: 電子情報通信学会複雑コミュニケーションサイエンス研究会
  • Place of Presentation: 宮古島
  • Year and Date: 2011-11-11
• [Presentation] Performance of Neural Network Based Distributed Radio Resource Usage Optimization Algorithms in Realistic Heterogeneous Wireless Networks (2011)
  • Author(s): Mikio Hasegawa, Kentaro Ishizu, Homare Murakami, Hiroshi Harada
  • Organizer: IEEE International Symposium on Personal Indoor Mobile Radio Communications
  • Place of Presentation: トロント(カナダ)
  • Year and Date: 2011-09-14
• [Presentation] Analysis of Spatiotemporal Search Dynamics in The Combinatorial Optimization Algorithm Using Lebesgue Spectrum Filter (2011)
  • Author(s): Shinnya Fukuda, Tomohiro Kato, Mikio Hasegawa
  • Organizer: International Symposium on Nonlinear Theory and its Applications
  • Place of Presentation: 神戸
  • Year and Date: 2011-09-05
• [Presentation] Self-Optimized Wireless Distributed Networks (2011)
  • Author(s): Mikio Hasegawa
  • Organizer: International Symposium on Nonlinear Theory and its Applications
  • Place of Presentation: 神戸
  • Year and Date: 2011-09-05
• [Presentation] 負の自己相関を持つカオス的ダイナミクスを用いたヒューリスティック解法の性能改善 (2011)
  • Author(s): 長谷川幹雄
  • Organizer: 電子情報通信学会非線形問題研究会
  • Place of Presentation: 斜里
  • Year and Date: 2011-06-30
• [Presentation] Noise-Induced Synchronizationに基づいた実環境信号による無線センサネットワークの同期 (2011)
  • Author(s): 安田裕之, 高相一輝, 長谷川幹雄
  • Organizer: 電子情報通信学会非線形問題研究会
  • Place of Presentation: 斜里
  • Year and Date: 2011-06-30
• [Presentation] 自律分散型非同期カオスCDMAの有効性について (2011)
  • Author(s): 岡竜也, 大森雄山, 長谷川幹雄
  • Organizer: 電子情報通信学会 総合大会
  • Place of Presentation: 東京都市大学
  • Year and Date: 2011-03-15
• [Presentation] カオスダイナミクスに基づいた無線リソース利用効率自律分散型最適化手法 (2011)
  • Author(s): 船津亮, 長谷川幹雄, 石津健太郎, 原田博司
  • Organizer: 電子情報通信学会 総合大会
  • Place of Presentation: 東京都市大学
  • Year and Date: 2011-03-15
• [Presentation] コグニティブ無線ネットワークに生じるカオス的振動現象とその安定化制御 (2011)
  • Author(s): 野中祐樹, 長谷川幹雄, 石津健太郎, 原田博司
  • Organizer: 電子情報通信学会 総合大会
  • Place of Presentation: 東京都市大学
  • Year and Date: 2011-03-15
• [Presentation] カオス的低相互相関ダイナミクスを用いた組合せ最適化アルゴリズムの有効性とその解析 (2011)
  • Author(s): 加藤智洋, 福田晋也, 長谷川幹雄
  • Organizer: 電子情報通信学会 非線形問題研究会
  • Place of Presentation: 東京理科大学
  • Year and Date: 2011-03-10
• [Presentation] コグニティブ無線ネットワークと複雑システム理論の応用 (2011)
  • Author(s): 長谷川幹雄
  • Organizer: 電子情報通信学会移動通信ワークショップ
  • Place of Presentation: 横須賀リサーチパーク
  • Year and Date: 2011-03-03
• [Presentation] 実ネットワークにおける異種無線アグリゲーションのパラメータ最適化 (2011)
  • Author(s): 伊藤誠人, 橋口和貴, 今陽祐, 長谷川幹雄, 石津健太郎, 原田博司
  • Organizer: 電子情報通信学会 ソフトウェア無線研究会
  • Place of Presentation: 九州工業大学
  • Year and Date: 2011-01-28
• [Presentation] 負の自己相関を持つカオスダイナミクスを用いた組合せ最適化手法の有効性 (2011)
  • Author(s): 長谷川幹雄
  • Organizer: 電子情報通信学会 非線形問題研究会
  • Place of Presentation: 北海道大学
  • Year and Date: 2011-01-24
• [Presentation] Performance of Neural Network Based Distributed Radio Resource Usage Optimization Algorithms in Realistic Heterogeneous Wireless Networks (2011)
  • Author(s): Mikio Hasegawa, Kentaro Ishizu, Homare Murakami, Hiroshi Harada
  • Organizer: Proceedings of IEEE International Symposium on Personal Indoor Mobile Radio Communications
• [Presentation] Analysis of Spatiotemporal Search Dynamics in The Combinatorial Optimization Algorithm Using Lebesgue Spectrum Filter (2011)
  • Author(s): Shinnya Fukuda, Tomohiro Kato, MikioHasegawa
  • Organizer: Proceedings of International Symposium on Nonlinear Theory and its Applications
• [Presentation] Self-Optimized Wireless Distributed Networks (2011)
  • Author(s): Mikio Hasegawa
  • Organizer: Proceedings of International Symposium on Nonlinear Theory and its Applications
• [Presentation] Traffic Allocation Control using Support Vector Machine in Heterogeneous Wireless Link Aggregation (2011)
  • Author(s): Kazuki Hashiguchi, Yosuke Kon, MikioHasegawa, Kentaro Ishizu, Hiroshi Harada
  • Organizer: Proceedings of IEEE Consumer Communications and Networking Conference
• [Presentation] ルベーグスペクトルフィルタ(LSF)による理想的解探索ダイナミクスを用いた組合せ最適化 (2011)
  • Author(s): 長谷川幹雄,合原一幸
  • Organizer: 電子情報通信学会複雑コミュニケーションサイエ ンス研究会
• [Presentation] 非同期電力系統間ルーティングと送電コストの最小化 (2011)
  • Author(s): 芝野恭平, 阿部力也, 平井広志, 長谷川幹雄,合原一幸
  • Organizer: 電子情報通信学会複雑コミュニケーションサイエンス研究会
• [Presentation] ルベーグスペクトラムフィルタ(LSF)を用いたヒューリスティックな最適化問題解法の性能改善 (2011)
  • Author(s): 加藤智洋, 長谷川幹雄,合原一幸
  • Organizer: 電子情報通信学会複雑コミュニケーションサイエンス研究会
• [Presentation] 負の自己相関を持つカオス的ダイナミクスを用いたヒューリスティック解法の性能改善 (2011)
  • Author(s): 長谷川幹雄
  • Organizer: 電子情報通信学会技術研究報告(非線形問題研究会)
• [Presentation] Noise-Induced Synchronization に基づいた実環境信号による無線センサネットワークの同期 (2011)
  • Author(s): 安田裕之,高相一輝,長谷川幹雄
  • Organizer: 電子情報通信学会技術研究報告(非線形問題研究会)
• [Presentation] カオス的低相互相関ダイナミクスを用いた組合せ最適化アルゴリズムの有効性とその解析 (2011)
  • Author(s): 加藤智洋, 福田晋也, 長谷川幹雄
  • Organizer: 電子情報通信学会技術研究報告(非線形問題研究会)
• [Presentation] 実ネットワークにおける異種無線アグリゲーションのパラメータ最適化 (2011)
  • Author(s): 伊藤誠人, 橋口和貴, 今陽祐, 長谷川幹雄, 石津健太郎, 原田博司
  • Organizer: 電子情報通信学会技術研究報告(ソフトウェア無線研究会)
• [Presentation] 負の自己相関を持つカオスダイナミクスを用いた組合せ最適化手法の有効性 (2011)
  • Author(s): 長谷川幹雄
  • Organizer: 電子情報通信学会技術研究報告(ソフトウェア無線研究会)
• [Presentation] IMS上に実装したIEEE1900.4制御方式の性能評価 (2010)
  • Author(s): 村上誉, 石津健太郎, 原田博司, 長谷川幹雄
  • Organizer: 電子情報通信学会 ソフトウェア無線研究会
  • Place of Presentation: 大阪大学
  • Year and Date: 2010-10-27
• [Presentation] IMSにおけるコグニティブ無線マネージャの制御交換方式に関する性能評価 (2010)
  • Author(s): 村上誉, 石津健太郎, フィリンスタニスラブ, 原田博司, 長谷川幹雄
  • Organizer: 電子情報通信学会 ソサイエティ大会
  • Place of Presentation: 大阪府立大学
  • Year and Date: 2010-09-17
• [Presentation] 異種無線リンクアグリゲーションにおける学習アルゴリズムを用いたトラフィック分配制御の検討 (2010)
  • Author(s): 橋口和貴, 今陽祐, 長谷川幹雄, 石津健太郎, 原田博司
  • Organizer: 電子情報通信学会 ソサイエティ大会
  • Place of Presentation: 大阪府立大学
  • Year and Date: 2010-09-17
• [Presentation] コグニティブ無線ルータにおける学習を用いた最適RAN選択アルゴリズムの検討 (2010)
  • Author(s): 丸田潤, 今陽祐, 長谷川幹, 石津健太郎, 原田博司
  • Organizer: 電子情報通信学会 ソサイエティ大会
  • Place of Presentation: 大阪府立大学
  • Year and Date: 2010-09-17
• [Presentation] 減衰定数の調整によって理想的な非線形ニューロダイナミクスを実現する組合せ最適化手法 (2010)
  • Author(s): 栗田宙, 加藤智洋, 長谷川幹雄
  • Organizer: 電子情報通信学会 ソサイエティ大会
  • Place of Presentation: 大阪府立大学
  • Year and Date: 2010-09-15
• [Presentation] Experimental Evaluation of Distributed Radio Resource Optimization Algorithm Based on the Neural Networks for Cognitive Wireless Cloud (2010)
  • Author(s): Mikio Hasegawa, Kentaro Ishizu, Homare Murakami, Hiroshi Harada
  • Organizer: Proc. of IEEE Personal, Indoor and Mobile Radio Communications Symposium (International Workshop on Cognitive Wireless Cloud Networks)
• [Presentation] Realizing Ideal Chaotic Dynamics for Combinatorial Optimization Using a Spatiotemporal Filter (2010)
  • Author(s): Mikio Hasegawa
  • Organizer: Proc. of International Symposium on Nonlinear Theory and its Applications
• [Presentation] Heuristic Methods for Asymmetric Traveling Salesman Problem and their Applications to DNA Fragment Assembly (2010)
  • Author(s): Tomohiro Kato, Mikio Hasegawa
  • Organizer: Proc. of International Symposium on Nonlinear Theory and its Applications
• [Presentation] A Combinatorial Optimization Method which Combines Ant Colony Optimization and Chaotic Dynamical Search (2010)
  • Author(s): Hideki Igeta, Mikio Hasegawa
  • Organizer: Proc. of International Symposium on Nonlinear Theory and its Applications
• [Presentation] IMS 上に実装した IEEE 1900.4 制御方式の性能評価 (2010)
  • Author(s): 村上誉, 石津健太郎, 原田博司, 長谷川幹雄
  • Organizer: 電子情報通信学会技術研究報告(ソフトウェア無線研究会)
• [Presentation] 異種無線リンクアグリゲーション方式における最適トラフィック分配制御の解析 (2010)
  • Author(s): 橋口和 貴, 長谷川幹雄, 石津健太郎,宮本剛, 村上誉, 原田博司
  • Organizer: 電子情報通信学会技術研究報告 (ソフトウェア無線研究会)
• [Book] Design and Implementation of A Context-Aware Guide Application for Mobile Users based on Machine Learning (2011)
  • Author(s): 大森雄一, 野中裕樹, 長谷川幹雄
  • Total Pages: 9
  • Publisher: T.Watanabe and L.Jain (Eds.), "INNOVATIONS IN INTELLIGENT MACHINES-3-Information Processing Paradigms and Applications" Springer(出版予定)
• [Book] Theory and Applications of Chaotic Optimization Methods (2011)
  • Author(s): 池口徹, 長谷川幹雄, 木村貴行, 松浦隆文, 合原一幸
  • Total Pages: 29
  • Publisher: Nadia Nedjah, Leandro dos Santos Coelho, Luiza de Macedo Mourelleed (Ede.), Chaotic Optimization Methods for Engineering Applications-," Springer(出版予定)
• [Remarks]
  • URL: http://haselab.ee.kagu.tus.ac.jp/~hasegawa/papers.html
• [Remarks]
  • URL: http://haselab.ee.kagu.tus.ac.jp/~hasegawa/papers.html
• [Patent(Industrial Property Rights)] デバイス同士を同期する自律同期システム及び、自律同期方法 (2013)
  • Inventor(s): 長谷川幹雄, 安田裕之,本田悠貴,中尾裕也, 堀尾喜彦,合原一幸
  • Industrial Property Rights Holder: JST
  • Industrial Property Number: 2013-040751
  • Filing Date: 2013-03-01
• [Patent(Industrial Property Rights)] デバイス 同士を同期する自律同期システム及び，自律同期方法 (2013)
  • Inventor(s): 長谷川幹雄,安田裕之,本田悠貴,中尾裕也,堀尾喜彦,合原一幸
  • Industrial Property Rights Holder: 科学技術振興機構
  • Industrial Property Rights Type: 特許
  • Industrial Property Number: 2013-040751
  • Filing Date: 2013-03-01
• [Patent(Industrial Property Rights)] ヘテロジニアス型コグニティブ無線ネットワークにおける RAN 選択問題の厳密最適化 (2012)
  • Inventor(s): 長谷川幹雄, 松井琢己
  • Industrial Property Rights Holder: JST
  • Filing Date: 2012-03-05
  • Overseas
• [Patent(Industrial Property Rights)] ヘテロジニアス型コグニティブ無線ネットワークにおけるRAN選択問題の厳密最適化 (2012)
  • Inventor(s): 長谷川幹雄, 松井琢己
  • Industrial Property Rights Holder: JST
  • Industrial Property Number: 2012-048570
  • Filing Date: 2012-03-05