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Symbiotic Sensing for Energy-Intensive Tasks in Large-Scale Mobile Sensing Applications.

Duc V Le1, Thuong Nguyen2, Hans Scholten3

  • 1Pervasive Systems Group, Department of Computer Science, University of Twente, Drienerlolaan 5, 7522 NB Enschede, The Netherlands. v.d.le@utwente.nl.

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Summary
This summary is machine-generated.

Introducing symbiotic sensing, a novel approach to mobile sensing that conserves energy by having concurrent applications cooperate on tasks. This method maintains performance while extending battery life for large-scale sensing applications.

Keywords:
energy consumptionmassive sensingmobile sensingopportunistic sensingparticipatory sensingsuccess probability

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Area of Science:

  • Mobile Computing
  • Energy Efficiency in Sensing

Background:

  • Energy consumption is a critical metric for mobile sensing applications.
  • Existing sensing paradigms (opportunistic, participatory) do not optimize resource use among concurrent applications for energy-intensive tasks.

Purpose of the Study:

  • To propose a novel symbiotic sensing paradigm for mobile applications.
  • To conserve energy in mobile sensing while maintaining performance.
  • To reduce redundant resource acquisition by concurrent applications.

Main Methods:

  • Developed a symbiotic sensing paradigm inspired by natural cooperative behaviors.
  • Created mathematical models to evaluate completion probability and energy consumption.
  • Compared symbiotic sensing against opportunistic and participatory sensing using real-world datasets.

Main Results:

  • Symbiotic sensing significantly conserves energy by enabling cooperative task execution among applications.
  • The proposed paradigm achieves performance equivalent to existing methods with minimal extra resource usage.
  • Quantitative evaluations demonstrate superior performance of symbiotic sensing in large-scale applications.

Conclusions:

  • Symbiotic sensing offers an effective strategy for extending battery life in mobile devices.
  • This paradigm is particularly beneficial for large-scale sensing applications like environmental monitoring.
  • Cooperative sensing presents a promising direction for future mobile application development.