Context-aware Battery Management for Mobile Phones

被引:61
|
作者
Ravi, Nishkam [1 ]
Scott, James [3 ]
Han, Lu [2 ]
Iftode, Liviu [2 ]
机构
[1] Intel Corp, Santa Clara, CA USA
[2] Rutgers State Univ, Dept Comp Sci, New Brunswick, NJ USA
[3] Microsoft Res, Cambridge, England
关键词
D O I
10.1109/PERCOM.2008.108
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, we propose a system for context-aware battery management that warns the user when it detects that the phone battery can run out before the next charging opportunity is encountered. At the heart of this system, are algorithms that predict: (1) when the next charging opportunity will be available, (2) how much call-time will be required by the user in the interim, and (3) how long the battery will last if the current set of applications continue to execute. We propose algorithms that process user's location traces and call-logs for making some of these predictions. We also propose a technique to predict battery consumption of applications. We present the design of the system and demonstrate its feasibility by experimentally showing that each of the prediction algorithms can perform with fairly high accuracy.
引用
收藏
页码:224 / +
页数:2
相关论文
共 50 条
  • [1] CaCM: Context-aware Call Management for Mobile Phones
    Chou, Hsien-ming
    Zhang, Dongsong
    Zhou, Lina
    Kang, Yin
    [J]. 2017 IEEE 3RD INTERNATIONAL CONFERENCE ON COLLABORATION AND INTERNET COMPUTING (CIC), 2017, : 399 - 405
  • [2] Operation Prediction for Context-Aware User Interfaces of Mobile Phones
    Kamisaka, Daisuke
    Muramatsu, Shigeki
    Yokoyama, Hiroyuki
    Iwamoto, Takeshi
    [J]. 2009 9TH ANNUAL INTERNATIONAL SYMPOSIUM ON APPLICATIONS AND THE INTERNET, 2009, : 16 - +
  • [3] Context-aware platform for mobile data management
    Norrie, Moira C.
    Signer, Beat
    Grossniklaus, Michael
    Belotti, Rudi
    Decurtins, Corsin
    Weibel, Nadir
    [J]. WIRELESS NETWORKS, 2007, 13 (06) : 855 - 870
  • [4] A context-aware architecture for mobile knowledge management
    Thiele, Olaf
    Knapp, Hartwig
    Schader, Martin
    Prat, Nicolas
    [J]. WINSYS 2006: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON WIRELESS INFORMATION NETWORKS AND SYSTEMS, 2006, : 219 - 226
  • [5] A Context-Aware Architecture for Mobile Knowledge Management
    Thiele, Olaf
    Knapp, Hartwig
    Schader, Martin
    Prat, Nicolas
    [J]. E-BUSINESS AND TELECOMMUNICATION NETWORKS, 2008, 9 : 359 - +
  • [6] Context-aware platform for mobile data management
    Moira C. Norrie
    Beat Signer
    Michael Grossniklaus
    Rudi Belotti
    Corsin Decurtins
    Nadir Weibel
    [J]. Wireless Networks, 2007, 13 : 855 - 870
  • [7] A context management framework for context-aware applications in mobile spaces
    Chen, Penghe
    Sen, Shubhabrata
    Pung, Hung Keng
    Xue, Wenwei
    Wong, Wai Choong
    [J]. INTERNATIONAL JOURNAL OF PERVASIVE COMPUTING AND COMMUNICATIONS, 2012, 8 (02) : 185 - +
  • [8] Context-Aware Workflow Management of Mobile Health Applications
    Salden, Alfons
    Poortinga, Remco
    [J]. MEDICAL AND CARE COMPUNETICS 3, 2006, 121 : 47 - 61
  • [9] Towards the semantic and context-aware management of mobile multimedia
    Viana, Windson
    Miron, Alina Dia
    Moisuc, Bogdan
    Gensel, Jerome
    Villanova-Oliver, Marlene
    Martin, Herve
    [J]. MULTIMEDIA TOOLS AND APPLICATIONS, 2011, 53 (02) : 391 - 429
  • [10] Towards the semantic and context-aware management of mobile multimedia
    Windson Viana
    Alina Dia Miron
    Bogdan Moisuc
    Jérôme Gensel
    Marlène Villanova-Oliver
    Hervé Martin
    [J]. Multimedia Tools and Applications, 2011, 53 : 391 - 429