Evaluating Energy-Efficiency using Thermal Imaging

Flores, Huber and Hamberg, Jonatan and Li, Xin and Malmivirta, Titti and Zuniga, Agustin and Lagerspetz, Eemil and Nurmi, Petteri Tapio (2019) Evaluating Energy-Efficiency using Thermal Imaging. In: The 20th International Workshop on Mobile Computing Systems and Applications. ACM, pp. 147-152. ISBN 9781450362733

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Abstract

Energy-efficiency remains a critical design consideration for mobile and wearable systems, particularly those operating continuous sensing. Energy footprint of these systems has traditionally been measured using hardware power monitors (such as Monsoon power meter) which tend to provide the most accurate and holistic view of instantaneous power use. Unfortunately applicability of this approach is diminishing due to lack of detachable batteries in modern devices. In this paper, we propose an innovative and novel approach for assessing energy footprint of mobile and wearable systems using thermal imaging. In our approach, an off-the-shelf thermal camera is used to monitor thermal radiation of a device while it is operating an application. We develop the general theory of thermal energy-efficiency, and demonstrate its feasibility through experimental benchmarks where we compare energy estimates obtained through thermal imaging against a hardware power monitor.

Item Type:
Contribution in Book/Report/Proceedings
Additional Information:
(c) ACM 2019 This is the author's version of the work. It is posted here for your personal use. Not for redistribution. The definitive Version of Record was published in. The 20th International Workshop on Mobile Computing Systems and Applications (HotMobile ’19), February, 27–28, 2019, Santa Cruz, CA, USA, https://doi.org/10.1145/3301293.3302364
ID Code:
130783
Deposited By:
Deposited On:
25 Jan 2019 15:10
Refereed?:
Yes
Published?:
Published
Last Modified:
08 Apr 2020 00:50