Suzuki Keisuke

Researcher Information

Degree

• Doctor of Engineering（1997/02 Seikei University）

J-Global ID

• 200901071046046547

Research Interests

• ヒューマン・マシン・インタフェース   人間工学   運転支援   Human Machine Interface   

Research Areas

• Informatics / Mechanics and mechatronics
• Informatics / Robotics and intelligent systems

Academic & Professional Experience

• 2003 - 2009  Daido University
• 2009  - 香川大学
• 1996 - 2003  財団法人日本自動車研究所

Education

• - Today  Seikei university  Fuculty of Engineering

Association Memberships

• 日本機械学会   自動車技術会   日本人間工学会   計測自動制御学会   ヒューマンインタフェース学会   

Published Papers

• Soft Magnetic-Actuation-Based Haptic Interface for a Robot-Assisted Vascular Interventional System: A Feasibility Study

  Xinming Li; Shuxiang Guo; Keisuke Suzuki; Peng Shi; Xiaoliang Jin

  IEEE Sensors Journal Institute of Electrical and Electronics Engineers (IEEE) 24 (1) 710 - 721 1530-437X 2024/01 [Refereed]
  
• Effect of Mainstream Traffic Control for Highway Merge Assistance on the Stability of Platoon and Traffic Flow

  Tohru YOSHIOKA, Keisuke SUZUKI

  Proceedings of the 7th International Symposium on Future Active Safety Technology toward Zero Accidents (FAST-zero ’23) 自動車技術会 1 - 6 2023/11 [Refereed]
  
• Prediction of Lane Change Probability for Motorcycle Riders Based on Emotional States and Human Characteristics

  Ryo YAMAMOTO; Soma KASAHARA; Keisuke SUZUKI; Yoshitaka MIMURA

  Proceedings of the 7th International Symposium on Future Active Safety Technology toward Zero Accidents (FAST-zero ’23) 自動車技術会 1 - 6 2023/11 [Refereed]
  
• Metacognitive Training of Hazard Prediction Using VR Simulator

  Yuto YOSHIDA, Keisuke SUZUKI

  Proceedings of the 7th International Symposium on Future Active Safety Technology toward Zero Accidents (FAST-zero ’23) 自動車技術会 1 - 6 2023/11 [Refereed]
  
• Design methods for riding behavior-based collision avoidance systems (Structural equation modeling and decision tree analysis)

  Kifle Hailu GEBRETSADIK; Ryo YAMAMOTO; Keisuke SUZUKI

  Journal of Advanced Mechanical Design, Systems and Manufacturing 日本機械学会 Vol.17 (No.5) 1 - 12 2023/09 [Refereed]
  
• Evaluation Method for Steering Feel Based on Sensory Evaluation and Physiological Characteristics

  Hashimoto Shuntaro; Kanbe Atsushi; Suzuki Keisuke

  Transactions of Society of Automotive Engineers of Japan Society of Automotive Engineers of Japan 54 (1) 81 - 87 0287-8321 2023
• A Bimodal Detection-Based Tremor Suppression System for Vascular InterventionalSurgery Robots

  Xinming Li; Shuxiang Guo; Peng Shi; Xiaoliang Jin; Masahiko Kawanishi; Keisuke Suzuki

  IEEE Transactions on Instrumentation and Measurement 71 2022/11 [Refereed]
  
• Analysis of the effect of road projection lamp on enhancing a pedestrian’s cognitive ability using a VR simulator

  Keisuke SUZUKI; Atsushi KANBE; Shinichi TACHIWANA; Hiroyuki ISHIDA; Tatsuma KITAZAWA; Kohei MURATA

  Proceedings of International Symposium on Automotive Lighting 2021 2022/04 [Refereed]
  
• Evaluation of Steering Feel in the Off-Center Range Using Physiological Characteristics

  Miyake Masaki; Nishio Makoto; Kanbe Atsushi; Suzuki Keisuke

  Transactions of Society of Automotive Engineers of Japan Society of Automotive Engineers of Japan 53 (2) 430 - 436 0287-8321 2022/03 [Refereed]
  
• Relationship Between Attentional Resources and Driving Behavior When Using Automotive Indirect Vision Device

  Shimomura Yuto; Irisuna Yuta; Kanbe Atsushi; Suzuki Keisuke

  Transactions of Society of Automotive Engineers of Japan Society of Automotive Engineers of Japan 53 (6) 1239 - 1246 0287-8321 2022
• 覚醒水準が低下した自動車ドライバへの香り成分の供給が運転パ フォーマンスと生理的特性に与える影響

  田辺稜, 神邊篤史, 上地孝直, 日高啓太, 鈴木桂輔, 榊原清美, 加藤 和広

  ヒューマンインタフェース学会論文誌 23 (4) 525 - 534 2021/11 [Refereed]
  
• 線形混合モデルを用いた匂い質と感情との関連性の分析

  榊原 清美,吉澤 真太郎,鈴木 桂輔

  日本味と匂学会誌 28 (2) 83 - 95 2021/11 [Refereed]
  
• Safety System of Estimating Driving Performance in Real-Time for Two-Wheeled Vehicle Drivers

  Joohyeong Lee; Saya Kishino; Ryuji Sogo; Keisuke Suzuki

  Proceedings of the 6th International Symposium on Future Active Safety Technology toward Zero Accidents (FAST-zero ’21) 2021/09 [Refereed]
  
• Evaluation Method for Automotive Information Presentation Devices Based on the Amount of Driver's Attentional Resources

  Yuta Irisuna; Atsushi kanbe; Yuto Shimomura; Keisuke Suzuki; Yoshiaki Matsuba; Daichi Sugawara

  Proceedings of the 6th International Symposium on Future Active Safety Technology toward Zero Accidents (FAST-zero ’21) 2021/09 [Refereed]
  
• Proposal of Process to Support Resumption of Driving for Patients with Cognitive Decline

  Naohiko Shibayama; Yudai Moriyasu; Atsushi Kanbe; Keisuke Suzuki; Yasuhiro Ono

  Proceedings of the 6th International Symposium on Future Active Safety Technology toward Zero Accidents (FAST-zero ’21) 2021/09 [Refereed]
  
• Structural Equation Modeling for Quantifying Riding Performance of Motorcycle Rider using Real-Time Measurable Indexes

  Saya KISHINO; Joohyeong LEE; Keisuke SUZUKI

  International Journal of Affective Engineering 20 (3) 2021/06 [Refereed]
  
• Prediction of collision avoidance ability of two-wheeled vehicle riders using driving behaviors and emotional states

  Joohyeong LEE; Saya KISHINO; Keisuke SUZUKI

  International Journal of Automotive Engineering 12 (2) 32 - 40 2021/04 [Refereed]
  
• Evaluation Method of ARAS Combining Simulator Experiment and Computer Simulation in Terms of Cost –Benefit Analysis

  Joohyong LEE; Ikumi OZAKI; Saya KISHINO; Keisuke SUZUKI

  International Journal of Intelligent Transportation Systems Research 19 (1) 44 - 55 2021/03 [Refereed]
  
• HMI Design when Using Level 2 Automated Driving Function – Effects of System Status Presentation Considering the Risk of Malfunction on Driver Behavior –

  Keisuke SUZUKI; Joohyeong LEE; Atsushi KANBE

  Journal of Robotics and Mechatronics 32 (3) 2020/06
• Effect of request-to-intervene timing during automated driving at nighttime on driving behavior

  TACHIWANA Shinichi; KANBE Atsushi; TAKAHASHI Toshihira; ISHIDA Hiroyuki; SUZUKI Keisuke

  Transactions of the JSME (in Japanese) The Japan Society of Mechanical Engineers 86 (887) 20-00107 - 20-00107 2020/06
• Riding performance quantification method for motorcycles in terms of collision probability using the logit model

  Joohyeong LEE; Saya KISHINO; Keisuke SUZUKI

  Mechanical Engineering Journal 7 (4) 2020/06
• Evaluation of the Physiological Effects of Fragrances in a Visual Search Task

  Kiyomi SAKAKIBARA, Koichiro IWAI, Kazumni HAYAKAWA, Katsuhiko NAKAJIMA, Kazuhiko KATO, Keisuke SUZUKI

  Proceedings of 2020 IEEE 2nd Global Conference on Life Sciences and Technologies (Life Tech 2020) 2020/03 [Refereed]
  
• Evaluation Method of Steering Feeling Based on Emotion Model

  Hiroaki MIYATAKE, Atushi KANBE, Keisuke SUZUKI

  Proceedings of International Conference on Emotion and Sensibility 2019 2019/11 [Refereed]
  
• Proposal of Cost-Benefit Analysis for Advanced Rider Assistance System

  Saya Kishino,Joohyeong LEE, Keisuke SUZUKI

  Proceedings of International Conference on Emotion and Sensibility 2019 2019/11 [Refereed]
  
• Proposal of Evaluation Method Combining Simulator Experiment and Cost-Benefit Analysis for ADAS

  Ikumi OZAKI, Joohyeong LEE, Atsushi KANBE, Saya KISHINO, Keisuke SUZUKI

  Proceedings of the 5th International Symposium on Future Active Safety Technology toward Zero Accidents (FAST-zero ’19) 2019/09 [Refereed]
  
• Human-Machine Interface System for Motorcyclists: Quantification of Total Reliability as Human-Machine System

  Joohyeong LEE, Ikumi OZAKI, Saya KISHINO, Keisuke SUZUKI, and Masumi NAKAJIMA

  Proceedings of AHFE 2018, AISC 786 2019/07 [Refereed]
  
• Suggestion and Evaluation of HMI System for Motorcycles Vol.2

  Ikumi OZAKI, Saya KISHINO, Joohyeong LEE, Keisuke SUZUKI, and Masumi NAKAJIMA

  Proceedings of the 20th Korea-Japan Joint Symposium on Ergonomics 2018 2018/05 [Refereed]
  
• Suggestion and Evaluation of HMI System for Motorcycles Vol.1

  Saya KISHINO, Joohyeong LEE, Ikumi OZAKI, Keisuke SUZUKI, and Masumi NAKAJIMA

  Proceedings of the 20th Korea-Japan Joint Symposium on Ergonomics 2018 2018/05 [Refereed]
  
• Analysis of Driving Behavior During Incense Supply

  Changhoon KIM, Keisuke SUZUKI

  Proceedings of the 20th Korea-Japan Joint Symposium on Ergonomics 2018 2018/05 [Refereed]
  
• Effects of Supplying Aroma on Driving Behavior

  Haruki ASANO, Keisuke SUZUKI

  Proceedings of the 20th Korea-Japan Joint Symposium on Ergonomics 2018 2018/05 [Refereed]
  
• Evaluation of Accident Avoidance Supporting System at Intersections for Motorcyclists Using ADAS

  Joohyeong LEE, Ikumi OZAKI, Keisuke SUZUKI, Masumi NAKAJIMA

  Proceedings of 18th International Conference Road Safety on Five Continents (RS5C 2018) 2018/05 [Refereed]
  
• In-vehicle System Design-Considering Cognitive Characteristics of Elderly Drivers

  Seunghee Hong; Sejin Park; Byunchan Min; Keisuke Suzuki; Shunichi Doi

  2017 INTERNATIONAL CONFERENCE ON PLATFORM TECHNOLOGY AND SERVICE (PLATCON) 140 - 143 2017 [Refereed]
  
• Investigation of Driving Behavior in Different Dependence on Rear Obstacle Warning System

  Keisuke Goto; Shigeyoshi Tsutsumi; Takahiro Wada; Shun'ichi Doi; Keisuke Suzuki

  2012 PROCEEDINGS OF SICE ANNUAL CONFERENCE (SICE) 652 - 655 2012 [Refereed]
  
• J1801-1-1 Detection of the low wakefulness level with a view to the eye blinking behavior

  AOKI Hirosh; YAMADA Kiichi; SUZUKI Keisuke; MINAKAMI Yumie

  The proceedings of the JSME annual meeting The Japan Society of Mechanical Engineers 2009 385 - 386 2009
• Driving behavior during function limits of driver support systems (effects of comprehension level for low-speed following system on driving behavior)

  Yoshitaka Marumo; Kazunori Kikuchi; Keisuke Suzuki

  Nihon Kikai Gakkai Ronbunshu, C Hen/Transactions of the Japan Society of Mechanical Engineers, Part C Japan Society of Mechanical Engineers 71 (10) 3003 - 3011 0387-5024 2005
• Relation between driver behavior and intention while driving with driving support system

  KIKUCHI Kazunori; KATAYAMA Tsuyoshi; SUZUKI Keisuke

  The proceedings of the JSME annual meeting The Japan Society of Mechanical Engineers 2004 383 - 384 2004
• An analysis of driver's behaviour during the system limits (A study regarding the warning timing of system limits for the designing of low speed adaptive cruise control systems)

  Keisuke Suzuki; Yoshitaka Marumo

  Nippon Kikai Gakkai Ronbunshu, C Hen/Transactions of the Japan Society of Mechanical Engineers, Part C Japan Society of Mechanical Engineers 69 (9) 2431 - 2436 0387-5024 2003

Books etc

• 自動車技術ハンドブック第3分冊「人間工学」編

  自動車技術会 2016
• 指尖脈波のゆらぎ解析による心理的負担の推定

  ㈱技術情報協会 2016
• 車載ディスプレイのHMIと視認性，安全性向上

  ㈱技術情報協会 2015
• 超小型EV最新動向-制度・インフラの整備，開発動向と新市場の開拓‐

  情報機構 2013
• 感覚の定量化，材料技術，デザイン，評価技術，五感で捉える自動車内装・室内空間の快適化技術大全

  サイエンステクノロジー 2013

Conference Activities & Talks

• Estimating Damage-Mitigation Level of Collision-Prevention Support Braking  [Not invited]

  2011 IEEE Intelligent Vehicles Symposium (IV)  2011
• Methodology for Quantifying Damage-Mitigation Level of Collision-Avoidance Braking System  [Not invited]

  FAST-ZERO’11  2011
• Effectiveness of Supplying Aroma to Drivers for Preventive Safety Based on a Probabilistic Model  [Not invited]

  FAST-ZERO’11  2011
• 状態遷移確率モデルに基づくドライバのディストラクション低減効果評価モデルの構築  [Not invited]

  自動車技術会秋季学術講演会  2011
• ドライバのディストラクションの低減効果評価モデルの構築  [Not invited]

  自動車技術会秋季学術講演会  2011
• 衝突防止支援制動装置の警報・制御仕様の差によるドライバの運転行動の変化（第１報）  [Not invited]

  自動車技術会秋季学術講演会  2011
• 音楽療法による脳機能の賦活に関する一考察  [Not invited]

  日本人間工学会中国・四国支部九州・沖縄支部合同開催支部大会  2011
• 前額脳血流を用いた警報の効果評価に関する研究  [Not invited]

  日本人間工学会 中国・四国支部 九州・沖縄支部 合同開催支部大会  2011
• 衝突回避制動支援制御の不作動告知によるリスクテイキング行動の抑制  [Not invited]

  日本人間工学会 中国・四国支部 九州・沖縄支部 合同開催支部大会  2011
• 衝突防止支援制動装置の制御仕様の差が運転行動に与える影響  [Not invited]

  日本機械学会第20回交通・物流部門大会  2011
• 右折衝突防止支援情報の事故低減効果の分析手法  [Not invited]
• 運転行動を改善する低嗅覚刺激の香り供給パターンの最適化  [Not invited]
• ドライバの瞬目行動からの覚醒水準の推定  [Not invited]
• ペパーミントの香りが単純精神作業時の作業効率および心理状態に及ぼす影響  [Not invited]

Works

• 運転シミュレータを用いた自動車用先進照明システムの評価

  2016 -2017
• 二輪車・三輪車の通信利用型予防安全技術の注意喚起方法に関する研究

  2017
• ドライビングマネジメントHMIの効果分析に関する研究

  2017
• 生体信号および行動に基づくドライバの状態推定手法に関する研究

  2017
• お香の交通予防安全の観点での効果分析

  2017
• 歩行者衝突回避支援ブレーキ制御アルゴリズムの策定

  2016
• お香の自律神経活動への影響の分析

  2016
• 自動運転における運転交代必要時間推定の研究

  2016
• 自動車操舵系の操舵特性の最適化に関する研究

  2016
• 高度運転支援システム過信・依存Human System Integrationの研究

  2013 -2015
• 夜間歩行者認知性改善照明の定量的評価手法の開発

  2015
• 自動運転の実用化に向けた技術開発

  2015
• ＡＳＶ技術に対する過信抑制効果の定量的評価に関する基礎調査

  2015
• 高度運転支援システムの過信・依存を考慮したHuman System Integration の研究

  2015
• 二輪車・三輪車の通信利用型予防安全技術の警報警告方法に関する研究

  2015
• 歩行者衝突回避支援ブレーキの制御アルゴリズムの策定

  2015
• お香の自律神経活動に与える効果分析

  2015
• 二輪車安全技術効果評価手法に関する研究

  2014
• 筋電位計測による腰痛防止サポーターの効果分析

  2014
• 衝突防止支援制動装置の制御方法の策定

  2014
• 香川県の地域特性を考慮した小型電気自動車の開発に関する研究

  2012 -2013
• 腰痛防止ベルトの人間工学的効果検証

  2013
• 気候変動適応社会の実現に向けた植物遺伝子資源の高度利活用

  2011 -2012
• システム信頼度とドライバ依存度を考慮した運転支援システムの効果評価に関する研究

  2010 -2011
• 自然な運転状況の中での人間-機械双中心多層的追突回避マネジメント

  2009 -2011
• かがわ型次世代EV開発を目的としたコンバートEV製作

  2011
• インフラ協調型情報提示システムの予防安全効果分析

  2011
• 伴唱用音楽による脳活性化レベルの評価方法に関する分析

  2011
• システム信頼度とドライバ依存度を考慮した運転支援システムの効果に関する研究

  2010
• 自動車運転ドライバの低覚醒状態検出アルゴリズムの提案とその効果の検証

  2009

MISC

• 生理特性を用いたオフセンタ領域における操舵感の評価—Evaluation of Steering Feel in the Off-Center Range Using Physiological Characteristics—自動車用製品・技術ミニ特集号

  三宅 正樹; 神邊 篤史; 鈴木 桂輔; 西尾 誠人  NSK technical journal  (695)  24  -36  2023/01
• 高齢者および脳機能疾患者を対象とした運転可否判定ガイドラインの提案

  鈴木 桂輔; 神邊 篤史; 柴山 尚彦  研究結果報告書集 : 交通安全等・高齢者福祉  26-  5  -8  2020
• Analysis on Collision Avoidance Behavior of Driver by Information Presentation of Advanced. Light Distribution Control Headlamp

  KANBE Atsushi; SAMITSU Yu; TAKAHASHI Toshihira; SUZUKI Keisuke; ISHIDA Hiroyuki  Transactions of the JSME (in Japanese)  86-  (881)  19-00036  -19-00036  2019/12  [Refereed]
  
• Physiological Measurement and Kansei Evaluation of Steering Feering Affeted by Steering Wheel Torque

  Atushi KANBE, Hiroaki MIYATAKE, Keisuke SUZUKI  Transactions of Japan Society of Kansei Engineering  19-  (1)  73  -79  2019/11  [Refereed]
  
• Method to Set the Control Start Timing of Pedestrian AEB System for Preventing Excessive Dependence

  Keisuke SUZUKI, Atsushi KANBE, Takaharu OGURI  International Advance Journal of Engineering Research  2-  (6)  18  -28  2019/06  [Refereed]
  
• Analysis of the driving behavior when the system safety level during automated driving is presented to drivers

  Keisuke SUZUKI, Kenta KAWATANI, Hiroki MORI and Yasuo SAKAGUCHI  Mechanical Engineering Journal, The Japan Society of Mechanical Engineers  6-  (4)  2019/06  [Refereed]
  
• Designing of brake timing of autonomous emergency braking system to avoid collision to pedestrians

  SUZUKI Keisuke; YAMAGUCHI Hiroaki; OGURI Takaharu  Mechanical Engineering Journal  4-  (5)  2017/10  [Refereed]
  
• Screening Method of Dementia Using Odor

  小林宙; 鈴木桂輔; 唐木将行; 田中素美  ライフサポート学会論文集  29-  (3)  81-87  -87  2017/09  [Refereed]
  
• Development of a Safe Driving Guidance System that Targets 30 km/h Zones

  STRAND Niklas; SUZUKI Keisuke; PETERS Bj?rn  Proceedings of FAST-zero17  (#20174695)  2017/09  [Refereed]
  
• Safety Impact Assessment of ADAS in Terms of Total Reliability as Human-Machine System

  SUZUKI Keisuke; MIICHI Yoshiki; ASAO Takafumi  Proceedings of FAST-zero17  (#20174663)  2017/09  [Refereed]
  
• A Study of the Effect of Steering Force Characteristics on Steering FeelA Study of the Effect of Steering Force Characteristics on Steering Feel

  Keisuke SUZUKI; Ikuo KUSHIRO  Proceedings of The 2nd Asian Conference on Ergonomics and Design 2017  pp.676-679  2017/06  [Refereed]
  
• 操舵トルクのサイン波入力による操舵感の定量化指標の提案

  鈴木桂輔; 久代育生  日本機械学会論文集  Vol.83-  (No.849)  2017/05  [Refereed]
  
• Safety evaluation of advanced driver assistance systems as human-machine systems: - Systems equipped with ACC and LKA -

  Keisuke Suzuki; Takafumi Asao; Jun-Ichiro Hayashi; Yoshiki Miichi  International Journal of Automotive Engineering  8-  (4)  163  -170  2017  [Refereed]
  
• Variation of Driver’s Arousal Level when Using ACC and LKA

  SUZUKI Keisuke  Journal of Applied Mechanical Engineering  Vol.5-  (Issue.7)  2016/12  [Refereed]
  
• Investigation of Braking Timing of Drivers for Design of Pedestrian Collision Avoidance System

  SUZUKI Keisuke; KAKIHARA Takuya; HORII Yasutoshi  Journal of Mechanics Engineering and Automation  Vol.6-  (No.3)  pp.118-127  2016/11  [Refereed]
  
• Mathematical Model of Skilled Driver's Steering Pattern Based on Minimum Jerk Model

  久代育生; 鈴木桂輔  Transaction of Society of Automotive Engineers of Japan  Vol.47-  (No.5)  PP.1103-1110  -1110  2016/09  [Refereed]
  
• Approaching and stopping behaviors to the intersections of aged drivers compared with young drivers

  Seunghee Hong; Byungchan Min; Shunichi Doi; Keisuke Suzuki  INTERNATIONAL JOURNAL OF INDUSTRIAL ERGONOMICS  54-  32  -41  2016/07  [Refereed]
  
• Evaluation of the effectiveness of advanced driving headlights using a driving simulator

  SUZUKI Keisuke; GODA Katsuya; DOI Shun'ichi; TSUKADA Toshihiko; HIGUCHI Kazunori; SHIMAOKA Keiichi  Mechanical Engineering Journal  Vol.3-  (No.4)  16  -00090-16-00090  2016/06  [Refereed]
  
• Effect analysis of incense on autonomic nerve activity and improvement of working task

  KAWADA Masaya; TACHIWANA Shin’ichi; IWASA Kazushi; IWASA Takehiko; SUZUKI Keisuke  Proceedings of the 18th Japan-Korea Joint Symposium on Ergonomics 2016  2016/05  [Refereed]
  
• Evaluation of Reduction Effect in Traffic Accidents Based on Time Series Reliability Model

  IIDA Ryota; MOCHIZUKI Makoto; NII Yoshiki; ORSAG Dejan; SUZUKI Keisuke; YAMADA Kiichi  Proceedings of the 18th Japan-Korea Joint Symposium on Ergonomics 2016  2016/05  [Refereed]
  
• Methodologies for evaluating the effectiveness of collision avoidance assistance system

  鈴木桂輔; 望月誠; 見市善紀; 山田喜一  Transactions of the JSME (in Japanese)  Vol.82-  (No.835)  15  -00565-15-00565  2016  [Refereed]
  
• Screening Method of Dementia Using Odor

  Kobayashi Hiroshi; Suzuki Keisuke; Karaki Masayuki  Journal of Life Support Engineering  27-  (3)  pp.470-473  -96  2015  [Refereed]
  
• Effect of music therapy on activation and calming of cerebral function

  Tomohiro MORIYA; TADOKORO Katsutoshi; SUZUKI Keisuke  Proceedings of the 17th Japan-Korea Joint Symposium on Ergonomics 2015  pp.466-469  2015  [Refereed]
  
• Study on the transition of psychosomatic state under the external stimuli with regard to the Individual characteristics

  Shinichi TACHIWANA; SUZUKI Keisuke  Proceedings of the 17th Japan-Korea Joint Symposium on Ergonomics 2015  pp.414-417  2015  [Refereed]
  
• Development of accident mitigation system based on driver characteristics

  MIYAZAKI Masaya; SUZUKI Keisuke  Proceedings of the 17th Japan-Korea Joint Symposium on Ergonomics 2015  pp.522-525  2015  [Refereed]
  
• Change of Driving Behaviors with Stopping Alert at Intersection for Individual Elderly Drivers

  Seunghee HONG; Takafumi ASAO; SUZUKI Keisuke; Shun’ichi DOI  Proceedings of the 17th Japan-Korea Joint Symposium on Ergonomics 2015  pp.526-531  2015  [Refereed]
  
• Investigation of braking timing of drivers for design of pedestrian collision avoidance system

  SUZUKI Keisuke; Takuya Kakihara; Yasutoshi Horii  Proceedings of FAST-ZERO’15  pp.53-60  2015  [Refereed]
  
• Screening Method of Dementia Using Odor

  小林宙; 鈴木桂輔; 唐木將行  Journal of Life Support Engineering  Vol.27-  (No.3)  pp.87-96  -96  2015  [Refereed]
  
• Driver Behavior When Installing with ACC and Lane Keeping Assistance System

  鈴木桂輔; 小田蛍太; 見市善紀  自動車技術会論文集  46-  (1)  145-151  -152  2015  [Refereed]
  
• An analysis of collision avoidance effectiveness by using the information displayed in driver's peripheral vision

  MOCHIZUKI Makoto; SUZUKI Keisuke  SICE Journal of Control, Measurement, and System Integration  8-  (1)  22-26  -26  2015  [Refereed]
  
• The effectiveness of driving support system as a human-machine system

  MOCHIZUKI Makoto; SUZUKI Keisuke  IEICE technical report  114-  (192)  15  -18  2014/08
• Categorizing the Characteristics of Drivers Using an Information Presentation System to Reduce Velocity in Zone-30

  中田寛; 鈴木桂輔  交通心理学会論文集  第30巻-  (第1号)  pp.41-53  -53  2014  [Refereed]
  
• Effects of Functional Range of Knee Extension for Transfemoral Prosthesis on Stair Ascent Motion

  Koh Inoue; Ryuichi Harada; Takahiro Wada; Keisuke Suzuki; Shin'ichi Tachiwana  2014 36TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC)  1622  -1625  2014  [Refereed]
  
• Study on Adaptive Driving Assistant System for the Elderly Driver Considering Individual Characteristics

  HONG Seunghee; MIN Byungchan; SUZUKI Keisuke  Proceedings of 1stAsian Conference on Ergonomics and Design  2014  [Refereed]
  
• Presentation of multiple driving support information using the driver’s peripheral vision at blind intersection

  MOCHIZUKI Makoto; SUZUKI Keisuke; GOTO Keisuke  Proceedings of 1stAsian Conference on Ergonomics and Design  2014  [Refereed]
  
• Research on the Validity of the Psychosomatic State Estimation Based on the Changing State

  TACHIWANA Shinicchi; IMAI Kousuke; SUZUKI Keisuke  Proceedings of 1stAsian Conference on Ergonomics and Design  2014  [Refereed]
  
• Negative Effects of Visual Distraction on Traffic Accidents

  SUZUKI Keisuke; MOCHIZUKI Makoto; YAMADA Kiichi  International Journal of Automotive Engineering  5-  (4)  129-135  -135  2014  [Refereed]
  
• ドライバの周辺視野を活用した複数の運転支援情報提示の有効性

  望月誠; 鈴木桂輔  自動車技術会論文集  45-  (6)  1123-1128  2014  [Refereed]
  
• Effect of Auditory-visual Alert for Elderly Drivers using Physiological Signals

  HONG Seunghee; ASAO Takafumi; MIN Byungchan; SUZUKI Keisuke  ヒューマインインタフェース学会論文集  16-  (4)  313-322  -322  2014  [Refereed]
  
• Effect of Sequence Pattern Regarding Singing and Listening Music on the Activation of Cerebral Function

  Tadokoro Katsutoshi; Suzuki Keisuke  Journal of Life Support Engineering  26-  (3)  88-99  -99  2014  [Refereed]
  
• Driver Behavior When Installing with Two Different Driving Support Functions

  鈴木桂輔; 杉本成基; 見市善紀; 原弘一  自動車技術会論文集  45-  (1)  141-148  -148  2014  [Refereed]
  
• Research of Stop Assistance Considering Visibility of Intersection

  AKITA Tokihiko; SHIRAHIGE Hiroto; HONG Seunghee; HAYASHI Jun-ichiro; SUZUKI Keisuke; DOI Shun'ichi  International Journal of Automotive Engineering  Vol.5-  (No.2)  pp.65-71  -71  2014  [Refereed]
  
• Collision-mitigation level of collision-avoidance braking system

  Keisuke Suzuki; Hitoshi Tanaka; Yoshiki Miichi; Masami Aga  International Journal of Vehicle Safety  7-  (1)  1  -16  2014  [Refereed]
  
• 大腿義足用膝継手における膝伸展機能の発現角度が階段昇段動作に与える影響

  原田龍一; 井上恒; 和田隆広; 鈴木桂輔; 立和名慎一  計測自動制御学会システムインテグレーション部門講演会論文集  2076-2081  2013/12
• 時系列信頼性モデルを用いた出会い頭事故におけるディストラクション低減効果の評価

  望月誠; 新居良紀; 山田喜一; 鈴木桂輔  計測自動制御学会論文集第  第49巻-  (第11号)  1074-1081  2013/12  [Refereed]
  
• 階段交互昇段が可能な大腿義足用膝継手の開発

  原田龍一; 井上恒; 和田隆広; 鈴木桂輔; 立和名慎一  計測j自動制御学会四国支部学術講演会論文集  181-186  2013/11
• An Analysis of Collision Avoidance Effectiveness by Using the Information Displayed in Driver's Peripheral Vision

  MOCHIZUKI Makoto; GOTO Keisuke; SUZUKI Keisuke  SICE JCMSI  #4143-  (1)  22  -26  2013/10  [Refereed]
  
• S181014 Driver behavior when combining two different accident-avoidance support functions

  SUGIMOTO Naruki; SUZUKI Keisuke; MIICHI Yoshiki; HARA Kouichi  Mechanical Engineering Congress, Japan  2013-  "S181014  -1"-"S181014-4"  2013/09
• S181015 Proposal of the collision alarm system based on quantifying the visibility of intersections

  SHIRAHIGE Hiroto; AKITA Tokihiko; SUZUKI Keisuke; DOI Shun'ichi  Mechanical Engineering Congress, Japan  2013-  "S181015  -1"-"S181015-5"  2013/09
• Research of Stop Assistance Considering Visibility of Intersection

  Akita Tokihiko; Shirahige Hiroto; Seunghee Hong; Hayashi Jun'ichiro; Suzuki Keisuke; Doi Shun'ichi  International Journal of Automotive Engineering  5-  (2)  65  -71  2013/09  [Refereed]
  
• Optimizing HMI of Intelligent Speed Adaptation System

  Kan Nakada; Seunghee Hong; Hiroto Shirahige; SUZUKI Keisuke  Proceedings of FAST-ZERO’13  2013/09  [Refereed]
  
• Evaluation of the collision mitigation ratio using driving support systems based on the Time Series Reliability Model

  Makoto Mochizuki; Yoshiki Nii; Kiichi Yamada; SUZUKI Keisuke  Proceedings of FAST-ZERO’13  2013/09  [Refereed]
  
• Driver behavior to avoid risky situation when combining multiple driving support alarms

  SUZUKI Keisuke; Naruki Sugimoto; Yoshiki Miichi; Masami Aga  Proceedings of FAST-ZERO’13  2013/09  [Refereed]
  
• 1G-29 Analyzing the effect of music therapy based on cerebral function analysis

  Tadokoro Katsutoshi; Abe Yudai; Suzuki Keisuke  JES Ergonomics  49-  S532  -S535  2013/06  [Refereed]
  
• 1G-31 Estimation of psychosomatic condition and evaluation regarding fatigue of vehicle driver

  Imai Kousuke; Hong Seunghee; Suzuki Keisuke; Doi Shun'ichi  JES Ergonomics  49-  S540  -S543  2013/06  [Refereed]
  
• Effectiveness of Collision-avoidance Support System Based on the Time Series Reliability Model

  鈴木桂輔; 田中仁司; 見市善紀; 阿賀正己  自動車技術会論文集  Vol.44-  (No.2)  pp.593-598  -598  2013/03  [Refereed]
  
• Evaluating Model for Estimating the Mental Distraction of Car Drivers : Analysis by Use of Monte Carlo Simulation

  新居良紀; 鈴木桂輔; 山田喜一  自動車技術会論文集  Vol.44-  (No.2)  pp.621-626  -554  2013/03  [Refereed]
  
• Evaluation of the Effectiveness of Collision-prevention Support Information at a Blind Intersection and Analysis Concerning the Acceptable Reliability of the Sensors

  望月 誠; 鈴木桂輔; 久保谷寛行; 新居良紀  自動車技術会論文集  Vol.44-  (No.2)  pp.549-555  -626  2013/03  [Refereed]
  
• Research on the psychosomatic state transition of a driver based on a changing state hypothesis

  Shinichi Tachiwana; Seiya Harada; Keisuke Suzuki; Shunichi Doi  2013 IEEE International Conference on Mechatronics and Automation, IEEE ICMA 2013  890  -895  2013  [Refereed]
  
• Examination of the alarm system using visibility evaluation of intersection

  Hiroto Shirahige; Hong Seunghee; Jun'Ichiro Hayashi; Keisuke Suzuki; Tokihiko Akita; Shun'Ichi Doi  2013 IEEE International Conference on Mechatronics and Automation, IEEE ICMA 2013  849  -854  2013  [Refereed]
  
• Acceptable system error of collision avoidance system based on the integrated error of driver and system

  Keisuke Suzuki; Makoto Mochizuki  Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)  8017-  (2)  568  -576  2013  [Refereed]
  
• 3311 Analysis of the Accident Reduction Effect of Collision Mitigation Brake Based on the Time-Series Driver's Reliability Model

  TANAKA Hitoshi; SUZUKI Keisuke; MIICHI Yoshiki; AGA Masami  The Transportation and Logistics Conference  2012-  (21)  269  -272  2012/12
• Evaluation Model for Quantifying the Reduction of Driver's Mental Distraction Based on the State Transition Probabilistic Model

  鈴木桂輔; 新居良紀; 伊藤祥雄; 山田喜一  自動車技術会論文集  Vol.43-  (No.6)  1321-1326  -1326  2012/11  [Refereed]
  
• Analyzing the effect of driver characteristics on ISA system and developing individualized methods of presenting information

  Kan Nakada; Keisuzuke Suzuki; Seunghee Hong  Proceedings of 2012 ICTCT  2012/10  [Refereed]
  
• Methodology for clarifying the acceptable level of sensor reliability for collision avoidance at intersections

  Keisuke Suzuki; Yoshiki Nii; Hiroyuki Kubotani; Makoto Mochizuki  Proceedings of 19th World Congress on Intelligent Transport Systems  #AP-00258-  2012/10  [Refereed]
  
• 衝突防止支援制動装置の警報・制御仕様の差によるドライバの制動操作行動の変化

  鈴木桂輔; 田中仁司; 見市義紀; 阿賀正己  自動車技術会論文集  Vol.43-  (No.4)  923-928  2012/07  [Refereed]
  
• Development and evaluation of ISA to solve the traffic-safety problems in Kagawa prefecture

  Kan Nakada; Keisuke Suzuki; Seunghee Hong  Proceedings of 2012 Ergonomics Society of Korea Spring Conference  Korea-Japan-  (Joint Session)  3-2  2012/05  [Refereed]
  
• Study of Adaptive Assisting Effect of Auditory-visual Alert for Elderly Drivers using Physiological Signals

  Seunghee Hong; Byungchan Min; Seiya Harada; Keisuke Suzuki; Shun’ichi Doi  Proceedings of 2012 Ergonomics Society of Korea Spring Conference  Korea-Japan-  (Joint Session)  1-3  2012/05  [Refereed]
  
• Effectiveness of music therapy on the activation level of cerebral function

  Katsutoshi Tadokoro; Keisuke Suzuki  Proceedings of 2012 Ergonomics Society of Korea Spring Conference  Korea-Japan-  (Joint Session)  1-2  2012/05  [Refereed]
  
• 事故回避支援システムによる事故低減効果の定量化のためのドライバの信頼性評価モデルの構築

  鈴木 桂輔; 望月 誠; 山田 喜一  研究結果報告書集 : 交通安全等・高齢者福祉  18-  17  -24  2012
• 3112 Driving behavior due to the difference of control algorithm of collision-prevention braking

  Suzuki Keisuke; Miichi Yoshiki; Tanaka Hitoshi; Aga Masami  The Transportation and Logistics Conference  2011-  (20)  369  -372  2011/12
• Analysis of the muscle activation in slow training

  SUZUKI Keisuke; MIYAMOTO Yasuhiro  Journal of Life Support Technology  23-  (4)  152-158  -158  2011/11  [Refereed]
  
• Effectiveness of Supplying Aroma to Drivers for Preventive Safety Based on a Probabilistic Model

  Yoshiki Nii; Keisuke Suzuki; Kiichi Yamada  Proceedings of Fast Zero '11  TS2-8-3-3-  2011/09  [Refereed]
  
• Methodology for Quantifying Damage-Mitigation Level of Collision-Avoidance Braking System

  Keisuke Suzuki; Hitoshi Tanaka; Yoshiki Miichi; Masami Aga  Proceedings of FAST-ZERO’11  TS2-8-2-3-  2011/09  [Refereed]
  
• Estimating Damage-Mitigation Level of Collision-Prevention Support Braking

  Keisuke Suzuki; Hitoshi Tanaka; Yoshiki Miichi; Masami Aga  2011 IEEE INTELLIGENT VEHICLES SYMPOSIUM (IV)  648  -653  2011  [Refereed]
  
• Method for evaluating effectiveness of information presentation in terms of collision avoidance

  Keisuke Suzuki; Kiichi Yamada  International Journal of Intelligent Transportation Systems Research  9-  (1)  37  -46  2011/01  [Refereed]
  
• Evaluating the Effectiveness of Driving Support System for Collision Avoidance with a View to the Integrated Error of Driver and System

  鈴木桂輔; 山田喜一  Transactions of Society of Automotive Engineers of Japan  32-  (1)  95-100  -100  2011/01  [Refereed]
  
• 1116 A study of the driving simulator with steering reaction force for the application to lane keeping control

  TSUJI Yusuke; NAKAJIMA Kazuto; YAMADA Kiichi; SUZUKI Keisuke  The Transportation and Logistics Conference  2010-  (19)  335  -338  2010/12
• Optimization of supplying pattern of aroma for both minimizing olfactiory stimulation and improving driver's behaviour

  鈴木桂輔; 佐藤桂; 太田浩司  Journal of Human Interfacce Society  2010/09  [Refereed]
  
• Method for Evaluating the Collision Mitigation Ratio When Using Collision Avoidance Alarm at Intersection

  Keisuke Suzuki; Kiichi Yamada  Proceedings of SICE Anuual Conference 2010  2010/08  [Refereed]
  
• The influence of aroma on the work performance and mental state

  Yudai Abe; 鈴木桂輔; Kei Sato  Proceedings of 2010 Spring Conference of Ergonomics Society of Korea  K-J2  2010/05  [Refereed]
  
• Algorithm detecting low arousal states of car drivers based on the driver’s eye blinking pattern

  Keisuke Suzuki; Kiichi Yamada; Yumie Minakami; Hiroyuki Kawamura  Proceedings of 2010 Spring Conference of Ergonomics Society of Korea  K-J3  2010/05  [Refereed]
  
• Detection of the low wakefulness level of car driver based on the eye blinking behaviour and the effectiveness of awakening alarm

  Keisuke Suzuki; Hiroshi Aoki; Kiichi Yamada; Yumie Minakami; Hiroyuki Kawamura  Nihon Kikai Gakkai Ronbunshu, C Hen/Transactions of the Japan Society of Mechanical Engineers, Part C  76-  (770)  2611  -2620  2010  [Refereed]
  
• Construction of Right-turning Driver Model at Intersection and Analysis Concerning the Effects of Information Presentation for Avoiding the Right-turning Collision

  SUZUKI Keisuke; IDA Yuya; YAMADA Kiichi  Transactions of Society of Automotive Engineers of Japan  40-  (3)  925-932  -932  2009/05  [Refereed]
  
• ドライバへのα－ピネン供給による心理的ストレスの低減効果

  鈴木桂輔; 五藤光; 田中尚  自動車技術会論文集  40-  (1)  193-198  2009/01  [Refereed]
  
• 5202 Detection and reducing driver's high mental workload

  OKADA Yuta; SUZUKI Keisuke  The Transportation and Logistics Conference  2008-  (17)  427  -430  2008/12
• Effects of tree aromas on automobile drivers’ fatigue reduction and wakefulness with finger-pulse fluctuations

  Keisuke Suzuki; Shigeki Harada  Human Factors for assistance and automation  35-48  2008/10  [Refereed]
  
• Analytical Study of Human Errors causing Traffic Accidents from the view point of Consciousness Transition

  Kiichi Yamada; Yumie Minakami; Keisuke Suzuki  Proceedings of 17th IFAC World Congress  #WeA29.2  2008/07  [Refereed]
  
• 指尖脈波のゆらぎ解析によるドライバの心理状態の推定

  鈴木桂輔; 岡田雄太  日本機械学会論文集C編  74-  (743)  85-94  2008/07  [Refereed]
  
• 3113 Evaluation of driver's mental workload in terms of the fluctuation of finger pulse

  SUZUKI Keisuke; OKADA Yuta  The Transportation and Logistics Conference  2007-  (16)  293  -296  2007/12
• レバー式車椅子操作時の心理的負担の分析

  鈴木桂輔  日本機械学会論文集C編  73-  (736)  131-138  2007/12  [Refereed]
  
• α－ピネンがドライバの疲労感軽減に及ぼす効果

  鈴木桂輔; 五藤光; 原田茂樹; 田中尚  日本機械学会論文集C編  73-  (734)  150-157  -157  2007/10  [Refereed]
  
• 筋電位と三次元挙動を指標としたレバー式車椅子の操作性の分析

  鈴木桂輔  ヒューマンインタフェース学会論文集  9-  (2)  123-139  2007/05  [Refereed]
  
• Investigations for optimal coloring with regard to colorblindness (Effects of the difference of brightness and luminance on discrimination of colors)

  Suzuki Keisuke; Yokoyama Yayoi  A bulletin of Daido Technical College  42-  29  -35  2006/12
• Analysis Concerning Vehicle Dynamics of Semi Trailer in Terms of Energy Flow

  Suzuki Keisuke  A bulletin of Daido Technical College  42-  37  -43  2006/12
• 森林系エアサプリメントがドライバの運転行動に及ぼす影響

  鈴木桂輔; 保田将史; 佐々幸也; 原田茂樹  日本機械学会論文集C編  72-  (723)  142-150  2006/11  [Refereed]
  
• 運転支援システムの事故低減効果の評価手法に関する一考察

  鈴木桂輔; 山田喜一  自動車技術会論文集  37-  (6)  161-167  2006/11  [Refereed]
  
• Effectiveness of Collision Avoidance Assistance System with Consideration of Driver's Dependence on the System

  SUZUKI Keisuke; YAMADA Kiichi  Transactions of the Society of Instrument and Control Engineers  42-  (7)  822-828  -828  2006/07  [Refereed]
  
• 携帯電話の通話形態がドライバの運転特性に及ぼす影響

  鈴木桂輔  日本機械学会論文集C編  72-  (714)  545-552  2006/02  [Refereed]
  
• Analysis of operating behavior using lever type wheelchair in terms of EMG and moving posture

  Suzuki Keisuke; Nishiguchi Kazuhide; Kobuchi Yasushi  A bulletin of Daido Technical College  41-  33  -38  2005/12
• Effects of Driver Comprehension Level on Driving Behavior Using Low-Speed Following System

  Yoshitaka Marumo; Kazunori Kikuchi; Keisuke Suzuki  JSAE Review  26-  475-480  2005/12  [Refereed]
  
• 運転支援システムの機能限界時におけるドライバの運転行動

  丸茂喜高; 菊地一範; 鈴木桂輔  日本機械学会論文集C編  71-  (710)  157-165  2005/10  [Refereed]
  
• ドライバの信頼性を考慮したシステム限界時における警報呈示の有効性評価

  鈴木桂輔; 丸茂喜高; 山田喜一  日本機械学会論文集C編  70-  (700)  175-180  2004/12  [Refereed]
  
• Probabilistic Model for Right Turn Collisions based on State Transition of Driver's Consciousness

  Yamada Kiichi; Suzuki Keisuke; Sato Yoshinobu  The Transportation and Logistics Conference  2004-  (13)  93  -96  2004/11
• システム依存を抑制する運転支援装置の制御方法

  鈴木桂輔; 丸茂喜高  日本機械学会論文集C編  70-  (699)  293-299  2004/11  [Refereed]
  
• ドライバのシチュエーションアウェアネスの評価方法に関する研究

  鈴木桂輔; 菊地一範; 片山硬  自動車技術会論文集  35-  (4)  191-196  2004/10  [Refereed]
  
• 運転パフォーマンスの変動を考慮した運転支援システムの確率モデルの検討

  山田喜一; 鈴木桂輔; 佐藤吉信; 川原卓也  自動車技術会論文集  35-  (4)  209-214  2004/10  [Refereed]
  
• Analysis of situation awareness while driving with dniving assistance system

  SUZUKI Keisuke; KIKUCHI Kazunori  東海支部総会講演会講演論文集  2004-  (53)  183  -184  2004/03
• 低速度域ACCがドライバの運転行動に及ぼす影響の解析

  丸茂喜高; 鈴木桂輔  日本機械学会論文集C編  70-  (690)  168-175  2004/02  [Refereed]
  
• Effects of Low-Speed Adaptive Cruise Control System on Driver Behavior

  MARUMO Yoshitaka; SUZUKI Keisuke; KIKUCHI Kazunori  The Transportation and Logistics Conference  2003-  (12)  77  -80  2003/12
• A Study on Control Algorithm of Forward Collision Avoidance Assistance System

  SUZUKI Keisuke; SATO Kenji  自動車技術  57-  (12)  96  -101  2003/12
• ドライバのシステム依存を低減するための衝突防止支援システムの制御開始タイミングに関する研究

  鈴木桂輔; 丸茂喜高  日本機械学会論文集C編  69-  (688)  96-102  2003/12  [Refereed]
  
• システム限界時におけるドライバの運転特性

  鈴木桂輔; 丸茂喜高  日本機械学会論文集C編  69-  (685)  207-212  2003/09  [Refereed]
  
• A Study on the Onset Timing of Collision Avoidance Assistance System for Minimizing Over-Reliance on the System

  Keisuke Suzuki  Proceedings of 18th International Technical Conference on the Enhanced Safety of Vehicles  #506  2003/05  [Refereed]
  
• An analysis of driver's steering behaviour during auditory or haptic warnings for the designing of lane departure warning system

  Keisuke Suzuki; Håkan Jansson  JSAE Review  24-  (1)  65  -70  2003/01  [Refereed]
  
• Analysis of Driver' s Steering Behavior During Auditory or Haptic Warning in Lane Departure Situations

  SUZUKI K.  Proceedings of AVEC'02  #20024519  2002/09  [Refereed]
  
• An Analysis of Warning Method for Lane Departure Warning System : Driver's Steering Behavior During Auditory or Haptic Warning

  SUZUKI Keisuke; JANSSON Hakan  Transactions of the Society of Automotive Engineers of Japan  33-  (3)  145-150  -150  2002/07  [Refereed]
  
• Designing Method of Warning Timing Based on the Time Criterion for Lane Departure Warning System

  SUZUKI Keisuke; WAKASUGI Takashi; SOMA Hitoshi  Transactions of the Society of Instrument and Control Engineers  38-  (6)  567-573  -573  2001/06  [Refereed]
  
• 車線逸脱警報発生基準設定のための逸脱予想時間の解析

  鈴木桂輔; 相馬仁; 平松金雄  自動車技術会論文集  32-  (1)  101-106  2001/01  [Refereed]
  
• The Experimental Analysis of Time to Departure for the Design of Lane Departure Warning Systems

  Keisuke Suzuki; Hitoshi Soma; Kaneo Hiramatsu; Ryuichi Kurosawa  Proceedings of 7th World Congress on Intelligent Transport Systems  TS045-  #3023  2000/11  [Refereed]
  
• 横方向外乱入力時のドライバの操舵特性

  鈴木桂輔; 相馬仁; 平松金雄  自動車技術会論文集  30-  (4)  73-78  1999/10  [Refereed]
  
• Time Margin of Driver Steering Avoidance under Lateral Disturbance

  Keisuke Suzuki; Hithoshi Soma; Kaneo Hiramatsu  Proceedings of 5th World Congress on Intelligent Transport Systems  (T055)  #3046  1998/10  [Refereed]
  
• トラクタ・セミトレーラ系のトレーラ輪を操舵した場合の安定性解析

  鈴木桂輔; 近森順; 清水裕; 新庄弘之  日本機械学会論文集C編  62-  (597)  91-98  1996/05  [Refereed]
  
• Stability Analysis of Semi-Trailer with a Scale Model -Improvement of Stability When Trailer's Wheels Are Steered-

  SUZUKI Keisuke; CHIKAMORI Sunao; SHIMIZU Yutaka; KAWASAWA Shozo  自動車技術会論文集  27-  (2)  113-118  -118  1996/04  [Refereed]
  
• Stability Analysis of Semi-trailer Using Scale Model

  Keisuke Suzuki; Sunao Chikamori; Yutaka Shimizu; Shozo Kawasawa  Proceedings of ｔhe Eighth international Pacific Conference on Automotive Engineering, IPC-8  9530896  1995/11  [Refereed]
  

Industrial Property Rights

• 特許P2023-136227A:操舵感覚推定方法  

  鈴木 桂輔;神邊 篤史;三宅 正樹;西尾 誠人  日本精工株式会社  

  車両の操舵操作を行ったときに感じた操舵感覚を客観的に評価できる操舵感覚推定方法を提案した。

Awards & Honors

• 2014 1st Asian Conference on Ergonomics and Design 2014 BEST PAPER AWARD
  
• 2013 Finalist for Best Paper Award
   JPN
• 2013 優秀講演賞
   JPN
• 2011 Finalist for Best Paper Award, The First International Symposium on Future Active Safety Technology toward zero-traffic-accident (FAST-zero'11) (2011.9.9)
   JPN
• 2009 ベストポスタープレゼンテーション賞（学術部門）
   JPN
• 2005 第55回自動車技術会賞 論文賞
   JPN
• 1993 日本機械学会第１回交通・物流部門優秀講演論文賞
   JPN

Research Grants & Projects

• Proposal of driving skill assessment and metacognitive training methods for the elderly

  Japan Society for the Promotion of Science：Grants-in-Aid for Scientific Research

  Date (from‐to) : 2022/04 -2025/03 

  Author : 鈴木 桂輔

   

  複数の神経心理学的検査を組み合わせた認知能力の分析結果と運転シミュレータを用いた運転スキルの分析結果に基づいて，運転可否を判定するためのガイドラインを策定する．また，運転が難しいと判定されたドライバに対して，自己の「認知・判断・操作」のスキルの低下に対する補償行動を促すことにより交通事故の発生リスクを抑制できる教習方法を提案し，その教習効果を医療機関と連携して検証する．
• 運転未経験者の技量獲得を模擬したミスを犯しながら成長する運転育成モデルの構築

  日本学術振興会：科学研究費助成事業

  Date (from‐to) : 2018/04 -2023/03 

  Author : 佛圓 哲朗; 荒川 雅生; 鈴木 桂輔

   

  研究は、3つのステップ、①運転未経験者を模擬したコンピュータAIエージェントモデルを用いた「運転学習モデルの構築」（1年目）、②ドライバミスの原因分析と定量化（2年目）、③運転学習モデルの熟成（3年目）で進める計画が、これまでの報告にあるように、第2ステップと第3ステップを逆転させ「運転学習モデルの熟成」を先行させて研究をおこなってきた。 まず、遅れていた②ドライバミスの原因分析と定量化であるが、昨年の報告にもある共同研究者の鈴木先生の別研究テーマ「簡易DSを用いたドライバの運転スキルの評価とメタ認知改善手法の提案」において香川県三豊市と共同で簡易DSを用いて高齢者対応の運転スキル実験実験を行ってきた。その実験データをもとにシミュレーションモデルの改良をおこない、ドライバミスの原因分析をおこなう手法を検討ししている。しかし、コロナの影響でテスト計画が遅れたことやモデルへの組み込みがうまくできておらず実績を上げるところまでに至っていない。 ③運転学習モデルの熟成については、「機械学習を用いたドライバーモデルの開発および効率的な学習方法に関する研究」を行い、NNとGAを使ったドライバエージェントモデルを用いることにより、「ミス」を犯しながら成長していく運転学習モデルが提示できた。このモデルは、一度基本的な走行コースを学習すると、そのコースに似たような状況下（例えばそのコースの逆走や相似形のコースなど）においては，ある程度まで対応できることが確認できたが、全く違う走行コースでは著しく対応力が減退することも分かった。これらの成果は、日本機械学会 第31回設計工学・システム部門講演会と機械学会中四国支部大会にて発表することができた。このように、ドライバーモデル用遺伝的アルゴリズムについては、モデルの熟成を図ることができた。
• 二輪車ライダの事故発生リスクの分析および事故低減のための情報提示システムの効果分析

  本田技研研究所：競争的学術研究

  Date (from‐to) : 2022/06 -2023/03
• 地域社会の課題解決とMaaS等に係る研究―2050年のWell-beingの⾼い地域社会の構築を目指して―

  あいおいニッセイ同和損保：競争的学術研究

  Date (from‐to) : 2022/04 -2023/03
• Proposal of design guidelines for overconfidence suppression interface of autonomous driving system

  Japan Society for the Promotion of Science：Grants-in-Aid for Scientific Research

  Date (from‐to) : 2018/04 -2021/03 

  Author : Keisuke Suzuki

   

  We have shown a design example of a human-machine interface system that can suppress excessive dependence on an autonomous driving system, which is important in practical use, and maintain high overall safety as a human / automobile system. In addition, in a subject experiment using a driving simulator, we confirmed that the probability of a collision accident can be reduced by 68% when a collision risk that cannot be avoided only by the automated driving system occurs using this system. Next, we examined the overall safety improvement effect of the human-machine interface system, considering the negative effect when the interface system becomes inoperable. From this, the guideline of the non-operation probability required for the human-machine interface system was shown.
• Quantification of mental healing and verification of the pain relaxation effect of a disease based on cerebral function analysis

  Japan Society for the Promotion of Science：Grants-in-Aid for Scientific Research

  Date (from‐to) : 2011 -2013 

  Author : SUZUKI Keisuke; MARUMO Yoshitaka

   

  We investigated the level of cerebral-oxygen concentration and the living body signals that reflect the activation level of autonomic-nervous system, and analyzed the effectiveness of musical therapy and supplying aroma on the mental state of human body. In the analysis of music presentation, we proposed a methodology that can quantify the activation level of a cerebral function based on the absolute value and the fluctuation of oxygen concentration, and we verified the effect of musical therapy. In the analysis of aroma therapy, we proposed a methodology that can analyze changes of the mental state, based on the living body signal which can quantify the activation level of autonomic nerves, and analyzed the effect of perfume supply. In these investigations, we conducted the experiment in the elderly-nursing home in Kagawa Prefecture besides the experiment in a laboratory of Kagawa university.
• Rear-end collision avoidance with human-machine collaboration under natural driving context

  Japan Society for the Promotion of Science：Grants-in-Aid for Scientific Research

  Date (from‐to) : 2009 -2011 

  Author : ITOH Makoto; TSUNASHIMA Hitoshi; SUZUKI Keisuke; ABE Genya; HIRAOKA Toshihiro; WADA Takahiro; INAGAKI Toshiyuki; MARUMO Yoshitaka

   

  This research project proposed a framework for multiple-layered rear-end collision risk management under natural driving contexts. Concretely speaking, the following four categories of methods and techniques were developed : (1) real-time detection of driver distraction and mitigation of the distraction by supplying aroma, (2) software tools for analyses of rear-end collision risks, (3) attention arousing and/or warning for preventing rear-end collision, and (4) automatic brake logic.
• Socially Acceptable Forward Vehicle Collision Avoidance with Adaptive Autonomy via Non-intrusive Driver-monitoring

  Japan Society for the Promotion of Science：Grants-in-Aid for Scientific Research

  Date (from‐to) : 2006 -2008 

  Author : ITOH Makoto; INAGAKI Toshiyuki; MARUMO Yoshitaka; SUZUKI Keisuke; ABE Genya; HIRAOKA Toshihiro; TSUNASHIMA Hitoshi; YAMAMURA Tomohiro

   

  本研究では,技術的な問題というよりも,ドライバの過信への懸念というヒューマンファクター的問題によっていまだ実現されていない追突回避支援の実現を目指し,非拘束にドライバをモニタリングして注意低下状態を検出する技術を開発するとともに,注意低下状態にあるときには早期に復帰を促す方策のプロトタイプの構築,過信を伴わない状況認識強化技術の開発を行うことができた
• 運転支避装置の事故低減効果の分析

Social Contribution

• モビリティ・ICT・教育を繋げるココロミ

  Date (from-to) : 2022/09/10-2022/09/10

  Role : Appearance

  Category : Seminar

  Sponser, Organizer, Publisher  : 香川大学イノベーションデザイン研究所
• 交通シミュレーション・シミュレータ活用研究会

  Date (from-to) : 2022/09/09-2022/09/09

  Role : Appearance

  Category : Seminar

  Sponser, Organizer, Publisher  : イノベーションデザイン研究所

Academic Contribution

• 機械学会交通物流部門先端シミュレータ研究会

  Date (from-to) :2022/04/01-2023/03/31

  Role: Planning etc

  Type: Academic society etc

  Organizer, responsible person: 日本機械学会

Other link

researchmap

https://researchmap.jp/read0165799