Processor power and energy consumption estimation techniques in IoT applications: A review

PY Dibal, EN Onwuka, S Zubair, EI Nwankwo, SA Okoh… - Internet of Things, 2023 - Elsevier
The energy efficiency of IoT nodes remains the dominant factor for effective IoT solutions that
will meet the challenges of the 21st century, especially in the drive towards a carbon-neutral …

Measurement of current variations for the estimation of software-related power consumption [embedded processing circuits]

T Laopoulos, P Neofotistos… - IEEE Transactions …, 2003 - ieeexplore.ieee.org
A current measurement configuration for the estimation of the power consumption of
processing systems is presented in this work. The problem addressed is to measure the …

[PDF][PDF] Embedded systems power consumption measurement methods overview

Z Nakutis - MATAVIMAI, 2009 - researchgate.net
Estimation of embedded systems (ES) power consumption is becoming a standard step in
the development cycle of battery powered equipment. The importance of the power …

Clipper: Counter-based low impact processor power estimation at run-time

J Peddersen, S Parameswaran - 2007 Asia and South Pacific …, 2007 - ieeexplore.ieee.org
Numerous dynamic power management techniques have been proposed which utilize the
knowledge of processor power/energy consumption at run-time. So far, no efficient method …

Energy and performance model of a sparc leon3 processor

S Penolazzi, L Bolognino… - 2009 12th Euromicro …, 2009 - ieeexplore.ieee.org
We present a general methodology to implement a processor energy model, based on
instruction-level characterization, and we apply it to a SPARC-based Leon3 processor. The …

A system-level framework for energy and performance estimation in system-on-chip architectures

S Penolazzi - 2011 - diva-portal.org
Shifting the design entry point up to the system level is the most important countermeasure
adopted to manage the increasing complexity of SoCs. The reason is that decisions taken at …

Energy efficient software-based self-test for wireless sensor network nodes

R Zhang, Z Zilic, K Radecka - 24th IEEE VLSI Test Symposium, 2006 - ieeexplore.ieee.org
We consider self-testing of complete wireless nodes in the field through a low-energy
software-based self-test (SBST) method. Energy consumption is optimized both for …

Tool for automated instruction set characterization for software power estimation

M Wendt, M Grumer, C Steger, R Weiss… - IEEE transactions on …, 2009 - ieeexplore.ieee.org
The complexity and functionality of mobile digital devices is continuously growing. This
results in a higher energy consumption of such devices. To counteract this trend, it is …

Current variations measurements for the estimation of software-related power consumption

T Laopoulos, P Neofotistos… - … . Proceedings of the …, 2002 - ieeexplore.ieee.org
A current measurement configuration for the estimation of the power consumption of low-
power processing systems is presented in this work. The problem addressed is to measure …

Low-impact processor for dynamic runtime power management

J Peddersen, S Parameswaran - IEEE Design & Test of …, 2008 - ieeexplore.ieee.org
This article presents a method of modifying a processor so that it can estimate its own power
and energy consumption in parallel with application execution. The authors have applied …