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Regional air-conditioning management based on fine-grained environmental information

Research Project

Project/Area Number 24656247
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeSingle-year Grants
Research Field System engineering
Research InstitutionThe University of Tokyo

Principal Investigator

SEZAKI Kaoru  東京大学, 空間情報科学研究センター, 教授 (10216541)

Co-Investigator(Kenkyū-buntansha) IWAI Masayuki  東京電機大学, 未来科学部情報メディア学科, 准教授 (30458971)
Project Period (FY) 2012-04-01 – 2014-03-31
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥3,900,000 (Direct Cost: ¥3,000,000、Indirect Cost: ¥900,000)
Fiscal Year 2013: ¥2,210,000 (Direct Cost: ¥1,700,000、Indirect Cost: ¥510,000)
Fiscal Year 2012: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Keywords都市環境センシング / 地域エネルギーマネジメント / 参加型センシング / 環境計測 / ユーザ参加型センシング / センサネットワーク
Research Abstract

This research aims to reduce energy consumption in a certain region by optimizing air-conditioning based on fine-grained environmental information delivered in real-time. In order to collect environmental information at low cost, we studied various sensing techniques such as participatory sensing which utilizes smartphones of users as sensors, sensing from social media texts, sensing by an animal-wearable device. We also developed a privacy-preserving scheme for participatory sensing by using a combination of negative surveys and randomized response techniques. Finally we developed a home automation system that controls various home appliances including air-conditioner based on the analysis of sensor data from multiple information sources. Overall, we studied the whole story of energy management from acquisition of environmental data to the control of air-conditioner based on the analysis of the sensing data.

Report

(3 results)
  • 2013 Annual Research Report   Final Research Report ( PDF )
  • 2012 Research-status Report
  • Research Products

    (47 results)

All 2014 2013 2012 Other

All Journal Article (8 results) (of which Peer Reviewed: 1 results) Presentation (38 results) (of which Invited: 1 results) Remarks (1 results)

  • [Journal Article] 参加型環境センシングを用いた統計情報構築のためのプライバシー保護手法2014

    • Author(s)
      青木俊介, 岩井将行, 瀬崎薫
    • Journal Title

      電子情報通信学会 論文誌B

      Volume: vol.J97-B, no.1 Pages: 41-50

    • NAID

      110009686072

    • Related Report
      2013 Final Research Report
  • [Journal Article] 参加型環境センシングを用いた統計情報構築のためのプライバシー保護手法2014

    • Author(s)
      青木 俊介, 岩井将行, 瀬崎 薫
    • Journal Title

      電子情報通信学会 論文誌B

      Volume: vol. J97-B, no. 1 Pages: 41-50

    • NAID

      110009686072

    • Related Report
      2013 Annual Research Report
  • [Journal Article] Secrecy-Enhanced Cooperation Scheme with Multiuser Diversity in Wireless Relay Networks2013

    • Author(s)
      Hao Niu, Li Sun, Masayuki Iwai and Kaoru Sezaki
    • Journal Title

      IEICE Communications Express

      Volume: vol.2, no.10 Pages: 409-414

    • NAID

      130004587426

    • Related Report
      2013 Annual Research Report 2013 Final Research Report
  • [Journal Article] Delineating Real-Time Events by Identifying Relevant Tweets with Popular Discussion Points2013

    • Author(s)
      Muhammad Asif Hossain Khan, Danushka Bollegala, Guangwen Liu and Kaoru Sezaki
    • Journal Title

      ASE HUMAN Journal

      Volume: Vol.1, No.3

    • Related Report
      2013 Annual Research Report 2013 Final Research Report
  • [Journal Article] An online method for trajectory simplification under uncertainty of GPS2013

    • Author(s)
      Guangwen Liu, Masayuki Iwai and Kaoru Sezaki
    • Journal Title

      IPSJ Transactions on Databases

      Volume: vol.6-2

    • NAID

      130003370012

    • Related Report
      2013 Annual Research Report 2013 Final Research Report
  • [Journal Article] An Improved Classification Strategy for Filtering Relevant Tweets Using Bag-of-Words Classifiers2013

    • Author(s)
      Muhammad Asif Hossain Khan, Masayuki Iwai and Kaoru Sezaki
    • Journal Title

      Journal of Information Processing (Special Issue on Applications and Internet in Conjunction with Main Topics of SAINT 2012)

      Volume: Vol.21, No.3 Pages: 507-516

    • NAID

      130003367000

    • Related Report
      2013 Annual Research Report 2013 Final Research Report
  • [Journal Article] A Framework for Pedestrian Comfort Navigation using Multi-modal Environmental Sensors, Elsevier Pervasive and Mobile Computing2013

    • Author(s)
      Congwei Dang, Masayuki Iwai, Yoshito Tobe, Kazunori Umeda, Kaoru Sezaki
    • Journal Title

      Elsevier Pervasive and Mobile Computing

      Volume: 9 Issue: 3 Pages: 421-436

    • DOI

      10.1016/j.pmcj.2013.01.002

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] A Framework for Pedestrian Comfort Navigation Using Multi-modal Environmental Sensors

    • Author(s)
      Congwei Dang, Masayuki Iwai, Yoshito Tobe, Kazunori Umeda and Kaoru Sezaki
    • Journal Title

      Pervasive and Mobile Computing (Elsevier)

      Volume: vol.9, no.3 Pages: 421-436

    • Related Report
      2013 Annual Research Report 2013 Final Research Report
  • [Presentation] Carrier Pigeon-like Sensing system : Animal–Computer Interface Design for Opportunistic Data Exchange Interaction for a Wildlife Monitoring Application2014

    • Author(s)
      Keijiro Nakagawa, Hiroki Kobayashi, Kaoru Sezaki
    • Organizer
      5th Augmented Human International Conference 2014
    • Place of Presentation
      Kobe, Japan
    • Related Report
      2013 Final Research Report
  • [Presentation] Carrier Pigeon-like Sensing system: Animal–Computer Interface Design for Opportunistic Data Exchange Interaction for a Wildlife Monitoring Application2014

    • Author(s)
      Keijiro Nakagawa, Hiroki Kobayashi, Kaoru Sezaki
    • Organizer
      5th Augmented Human International Conference 2014
    • Place of Presentation
      Kobe, Japan
    • Related Report
      2013 Annual Research Report
  • [Presentation] DECL: A Circular Inference Methodfor Indoor Pedestrian Localization Using Phone Inertial Sensors2014

    • Author(s)
      Congwei Dang, Kaoru Sezaki, Masayuki Iwai
    • Organizer
      The 7th International Conference on Mobile Computing and Ubiquitous Networking (ICMU 2014)
    • Place of Presentation
      Singapore
    • Related Report
      2013 Annual Research Report
  • [Presentation] Secure Communication through Matrix Transform in Wireless Networks2014

    • Author(s)
      Hao Niu and Kaoru Sezaki
    • Organizer
      2014 IEICE General Conference
    • Place of Presentation
      Niigata, Japan
    • Related Report
      2013 Annual Research Report
  • [Presentation] Energy Efficient Sensing with Spatio-temporal Prediction2014

    • Author(s)
      Dunstan Matekenya, Guangwen Liu, Masaki Ito, Kaoru Sezaki
    • Organizer
      2014 IEICE General Conference
    • Place of Presentation
      Niigata, Japan
    • Related Report
      2013 Annual Research Report
  • [Presentation] Weather Sensing in Heterogeneous Network Where Mobile Sensors and Fixed Sensors Coexist2014

    • Author(s)
      Guangwen Liu, Masayuki Iwai, Masaki Ito, Kaoru Sezaki
    • Organizer
      2014 IEICE General Conference
    • Place of Presentation
      Niigata, Japan
    • Related Report
      2013 Annual Research Report
  • [Presentation] 参加型センシングにおけるカバレッジと質を考慮したノード選択手法の検討2014

    • Author(s)
      坂本敬太,青木俊介,伊藤昌毅,瀬崎薫
    • Organizer
      電子情報通信学会 ヒューマンプローブ研究会(HPB)
    • Place of Presentation
      東京
    • Related Report
      2013 Annual Research Report
  • [Presentation] REPSense : On-line Sensor Data Reduction for Mobile Sensing by Preserving Data Diversity2013

    • Author(s)
      Guangwen Liu, Masayuki Iwai, Yoshito Tobe and Kaoru Sezaki
    • Organizer
      IEEE WiMob 2013
    • Place of Presentation
      France
    • Related Report
      2013 Final Research Report
  • [Presentation] Privacy-aware Community Sensing using Randomized Response2013

    • Author(s)
      Shunsuke Aoki, Masayuki Iwai, and Kaoru Sezaki
    • Organizer
      IEEE 8th International Workshop on Security, Trust, and Privacy(IEEE STPSA 2013)
    • Place of Presentation
      Kyoto
    • Related Report
      2013 Final Research Report
  • [Presentation] Interoperable Mobile Agents in Heterogeneous Wireless Sensor Networks2013

    • Author(s)
      Teemu Leppanen, Jose Alvarez Lacasia, Archana Ramalingam, Meirong Liu, Erkki Harjula, Pauli Narhi, Jani Ylioja, Jukka Riekki, Kaoru Sezaki, Yoshito Tobe and Timo Ojala
    • Organizer
      Sensys’13: 11th ACM Conference on Embedded Networked Sensor Systems
    • Place of Presentation
      Rome, Italy
    • Related Report
      2013 Annual Research Report
  • [Presentation] REPSense: On-line Sensor Data Reduction for Mobile Sensing by Preserving Data Diversity2013

    • Author(s)
      Guangwen Liu, Masayuki Iwai, Yoshito Tobe and Kaoru Sezaki
    • Organizer
      IEEE WiMob 2013
    • Place of Presentation
      France
    • Related Report
      2013 Annual Research Report
  • [Presentation] Multi-Tweet Summarization of Real-Time Events2013

    • Author(s)
      Muhammad Asif Hossain Khan, Danushka Bollegala, Guangwen Liu and Kaoru Sezaki
    • Organizer
      ASE/IEEE International Conference on Social Computing
    • Place of Presentation
      DC, USA
    • Related Report
      2013 Annual Research Report
  • [Presentation] Privacy-aware Community Sensing using Randomized Response2013

    • Author(s)
      Shunsuke Aoki, Masayuki Iwai, and Kaoru Sezaki
    • Organizer
      IEEE 8th International Workshop on Security, Trust, and Privacy(IEEE STPSA 2013)
    • Place of Presentation
      Kyoto, Japan
    • Related Report
      2013 Annual Research Report
  • [Presentation] Perturbation with General Tendency for Mobile Community Sensing2013

    • Author(s)
      Shunsuke Aoki, Hiroki Kobayashi, Masayuki Iwai, and Kaoru Sezaki
    • Organizer
      IEEE 2nd International Conference on Mobile Services(IEEE MS 2013)
    • Place of Presentation
      CA, USA
    • Related Report
      2013 Annual Research Report
  • [Presentation] リーセンシー効果を用いた適応型屋外広告配信のための興味センシング2013

    • Author(s)
      木田裕一朗, 奥野淳也, 青木俊介, 小林博樹, 岩井将行, 瀬崎薫
    • Organizer
      ヒューマンコミュニケーショングループ(HCG2013)シンポジウム
    • Place of Presentation
      松山
    • Related Report
      2013 Annual Research Report
  • [Presentation] 携帯端末を用いたTV コンテンツ推定によるユーザの興味センシング2013

    • Author(s)
      木田裕一朗, 奥野淳也, 青木俊介, 瀬崎薫
    • Organizer
      モバイルネットワークとアプリケーション研究会(MoNA)
    • Place of Presentation
      熊本
    • Related Report
      2013 Annual Research Report
  • [Presentation] Sparse Particle Filter for IndoorPedestrian Localization Using Various Signal Marks2013

    • Author(s)
      Congwei Dang, Masayuki Iwai, Kaoru Sezaki
    • Organizer
      IEICE Society Conference 2013
    • Place of Presentation
      Fukuoka, Japan
    • Related Report
      2013 Annual Research Report
  • [Presentation] フィールド調査負荷を考慮した動物の生態行動を逆利用したデータ運搬手法の提案2013

    • Author(s)
      中川慶次郎, 小林博樹, 奥野淳也, 岩井将行, 瀬崎薫
    • Organizer
      第12回情報科学技術フォーラム
    • Place of Presentation
      鳥取
    • Related Report
      2013 Annual Research Report
  • [Presentation] フィールド調査負荷を考慮した動物の生態行動を逆利用したデータ運搬手法の提案2013

    • Author(s)
      中川慶次郎, 小林博樹, 奥野淳也, 岩井将行, 瀬崎薫
    • Organizer
      第10回ネットワーク生態学シンポジウム
    • Place of Presentation
      兵庫
    • Related Report
      2013 Annual Research Report
  • [Presentation] スマートフォン搭載のGPSとマイクを用いた都市圏における野鳥観察手法の提案2013

    • Author(s)
      青木俊介,小林博樹,近藤紀子,塚原直樹,瀬崎薫
    • Organizer
      日本鳥学会2013年度大会
    • Place of Presentation
      名古屋
    • Related Report
      2013 Annual Research Report
  • [Presentation] ユーザ参加型環境センシングにおける効率的なシステム運用モデルの構築とユーザ分析2013

    • Author(s)
      青木 俊介, 劉 広文, 清水 和人, 岩井 将行, 瀬崎 薫
    • Organizer
      マルチメディア,分散,協調とモバイル(DICOMO2013)シンポジウム
    • Place of Presentation
      北海道
    • Related Report
      2013 Annual Research Report
  • [Presentation] モバイル端末を用いたユーザ参加型環境センシングにおけるデータ欠損の検知および処理に関する考察2013

    • Author(s)
      重田 航平, 青木俊介, 劉 広文, 岩井 将行, 瀬崎 薫
    • Organizer
      マルチメディア,分散,協調とモバイル(DICOMO2013)シンポジウム
    • Place of Presentation
      北海道
    • Related Report
      2013 Annual Research Report
  • [Presentation] 災害検知WSN長期運用シミュレータと自然エネルギ発電の予測LifeTimeを考慮したルーティング手法2013

    • Author(s)
      岩井将行,汪少哲,瀬崎薫
    • Organizer
      電子情報通信学会 ユビキタスコンピューティング(UBI)/知的環境とセンサネットワーク(ASN)合同研究会
    • Place of Presentation
      熊本
    • Related Report
      2013 Annual Research Report
  • [Presentation] ユーザ参加型環境センシングにおける状態依存型プライバシー保護手法2013

    • Author(s)
      青木 俊介, 岩井 将行, 瀬崎 薫
    • Organizer
      電子情報通信学会 知的環境とセンサネットワーク研究会(ASN)
    • Place of Presentation
      熊本
    • Related Report
      2013 Annual Research Report
  • [Presentation] ユーザ固有の雑音を考慮する参加型環境センシングのデータ校正手法2013

    • Author(s)
      青木 俊介, 劉 広文, 岩井 将行, 瀬崎 薫
    • Organizer
      電子情報通信学会 知的環境とセンサネットワーク研究会(ASN)
    • Place of Presentation
      熊本
    • Related Report
      2013 Annual Research Report
  • [Presentation] ユーザ参加型都市環境センシングとその課題2013

    • Author(s)
      瀬崎薫
    • Organizer
      マルチメディア,分散,協調とモバイル(DICOMO2013)シンポジウム
    • Place of Presentation
      北海道
    • Related Report
      2013 Annual Research Report
    • Invited
  • [Presentation] 個人情報保護を考慮した空間情報構築手法の検討2013

    • Author(s)
      青木俊介・岩井将行・瀬崎 薫
    • Organizer
      電子情報通信学会インターネットアーキテクチャ研究会(IA)
    • Place of Presentation
      東京
    • Related Report
      2012 Research-status Report
  • [Presentation] What Does Chirping Tell Us? Summarizing People's Opinion on Ongoing Events Using Tweets2013

    • Author(s)
      Khan Muhammad Asif Hossain・Guangwen Liu・Masayuki Iwai・Sezaki kaoru
    • Organizer
      Life Intelligence and Office Information Systems, IEICE
    • Place of Presentation
      沖縄
    • Related Report
      2012 Research-status Report
  • [Presentation] A distributed system architecture for pedestrian flock detection with participatory sensing2013

    • Author(s)
      Teemu , Leppanen JoseAlvarezLacasia Masayuki , Iwai Kaoru , Sezaki
    • Organizer
      37th IPSJ Research Conference on Ubiquitous Computing Systems,
    • Place of Presentation
      東京
    • Related Report
      2012 Research-status Report
  • [Presentation] Social Link Analysis using Wireless Beaconing and Accelerometer2013

    • Author(s)
      Kazuto Shimizu, Masayuki Iwai, and Kaoru Sezaki
    • Organizer
      The 6th. International Workshop on Data Management for Wireless and Pervasive Communications(DMWPC 2013), Spain, 25-28 March, 2013.
    • Place of Presentation
      Barcelona,spain
    • Related Report
      2012 Research-status Report
  • [Presentation] 既知データ分布に対する個人情報保護を考慮したユーザ参加型センシングに関する検討2013

    • Author(s)
      青木俊介,岩井将行,瀬崎薫
    • Organizer
      電子情報通信学会 ライフインテリジェンスとオフィス情報システム研究会
    • Place of Presentation
      沖縄
    • Related Report
      2012 Research-status Report
  • [Presentation] マイクロブログの書き込み内容に基づく都市空間リアルタイム擬人化表現の研究2012

    • Author(s)
      奥野 淳也, 石塚 宏紀, 岩井 将行, 瀬崎 薫
    • Organizer
      マルチメディア,分散,協調とモバイル(DICOMO2012)シンポジウム
    • Place of Presentation
      金沢
    • Related Report
      2012 Research-status Report
  • [Presentation] Improving the Secrecy Performance of Cooperative Networks via Adaptive Transmission and Multiuser Diversity2012

    • Author(s)
      Hao Niu・Masayuki Iwai・Kaoru Sezaki
    • Organizer
      SR AN USN RCS 研究会,信学技報, vol. 112, no. 239, RCS2012-160, pp. 201-204, 2012年10月.
    • Place of Presentation
      福岡
    • Related Report
      2012 Research-status Report
  • [Presentation] A Robust and Scalable Framework for Detecting Self-reported Illness from Twitter2012

    • Author(s)
      Khan Md. Asif Hossain, Masayuki IWAI, Sezaki Kaoru
    • Organizer
      IEEE International Conference on e-Health Networking, Application & Services (IEEE Healthcom2012)
    • Place of Presentation
      Beijing, China
    • Related Report
      2012 Research-status Report
  • [Presentation] Limited Negative Surveys: Privacy-Preserving Participatory Sensing2012

    • Author(s)
      Shunsuke Aoki,Masayuki IWAI,Kaoru Sezaki
    • Organizer
      IEEE 1st International Conference ICloud Networking (CLOUDNET),
    • Place of Presentation
      Paris,France
    • Related Report
      2012 Research-status Report
  • [Presentation] Twitterユーザの生活エリア動的ラベリング手法2012

    • Author(s)
      岩井将行・坂巻智浩・奥野淳也・瀬崎 薫
    • Organizer
      PRMU NLC 研究会
    • Place of Presentation
      東京
    • Related Report
      2012 Research-status Report
  • [Presentation] 参加型センシングのための携帯端末上でのプライバシー保護の検討[ポスター]2012

    • Author(s)
      青木俊介,岩井将行,瀬崎薫
    • Organizer
      IEICE HPBシンポジウム2012
    • Place of Presentation
      東京
    • Related Report
      2012 Research-status Report
  • [Presentation] スマートフォンのBluetoothと加速度センサを用いた人間関係の推定手法2012

    • Author(s)
      清水和人,岩井将行,瀬崎薫
    • Organizer
      IEICE HPBシンポジウム2012
    • Place of Presentation
      東京
    • Related Report
      2012 Research-status Report
  • [Remarks]

    • URL

      http://www.mcl.iis.u-tokyo.ac.jp

    • Related Report
      2013 Final Research Report

URL: 

Published: 2013-05-31   Modified: 2019-07-29  

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