Time-to-failure estimation for batteries in portable electronic systems
ISLPED '01 Proceedings of the 2001 international symposium on Low power electronics and design
Battery capacity measurement and analysis using lithium coin cell battery
ISLPED '01 Proceedings of the 2001 international symposium on Low power electronics and design
Communication architecture based power management for battery efficient system design
Proceedings of the 39th annual Design Automation Conference
Battery lifetime prediction for energy-aware computing
Proceedings of the 2002 international symposium on Low power electronics and design
An analytical high-level battery model for use in energy management of portable electronic systems
Proceedings of the 2001 IEEE/ACM international conference on Computer-aided design
Communication-Based Power Management
IEEE Design & Test
Fast system-level power profiling for battery-efficient system design
Proceedings of the tenth international symposium on Hardware/software codesign
Battery-Driven System Design: A New Frontier in Low Power Design
ASP-DAC '02 Proceedings of the 2002 Asia and South Pacific Design Automation Conference
Energy management for battery-powered embedded systems
ACM Transactions on Embedded Computing Systems (TECS)
B#: a battery emulator and power profiling instrument
Proceedings of the 2003 international symposium on Low power electronics and design
Application-level prediction of battery dissipation
Proceedings of the 2004 international symposium on Low power electronics and design
Detailed models for sensor network simulations and their impact on network performance
MSWiM '04 Proceedings of the 7th ACM international symposium on Modeling, analysis and simulation of wireless and mobile systems
On using battery state for medium access control in ad hoc wireless networks
Proceedings of the 10th annual international conference on Mobile computing and networking
B#: A Battery Emulator and Power-Profiling Instrument
IEEE Design & Test
Accurate battery lifetime estimation using high-frequency power profile emulation
ISLPED '05 Proceedings of the 2005 international symposium on Low power electronics and design
A prioritized battery-aware routing protocol for wireless ad hoc networks
MSWiM '05 Proceedings of the 8th ACM international symposium on Modeling, analysis and simulation of wireless and mobile systems
Battery-aware routing for streaming data transmissions in wireless sensor networks
Mobile Networks and Applications
Slot allocation schemes for delay sensitive traffic support in asynchronous wireless mesh networks
Computer Networks: The International Journal of Computer and Telecommunications Networking
System level power profile analysis and optimization for smart cards and mobile devices
Proceedings of the 2008 ACM symposium on Applied computing
Microprocessors & Microsystems
Battery-aware scheduling inwireless mesh networks
Mobile Networks and Applications
PowerTOSSIM z: realistic energy modelling for wireless sensor network environments
Proceedings of the 3nd ACM workshop on Performance monitoring and measurement of heterogeneous wireless and wired networks
Network lifetime driven MAC protocols for ad hoc wireless networks
Wireless Networks
BARC: A Battery Aware Reliable Clustering algorithm for sensor networks
Journal of Network and Computer Applications
Context aware body area networks for telemedicine
PCM'07 Proceedings of the multimedia 8th Pacific Rim conference on Advances in multimedia information processing
Large-scale battery system modeling and analysis for emerging electric-drive vehicles
Proceedings of the 16th ACM/IEEE international symposium on Low power electronics and design
Multiscale Adaptive Agent-Based Management of Storage-Enabled Photovoltaic Facilities
Proceedings of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence
Battery-aware router scheduling in wireless mesh networks
IPDPS'06 Proceedings of the 20th international conference on Parallel and distributed processing
Battery aware dynamic scheduling for periodic task graphs
IPDPS'06 Proceedings of the 20th international conference on Parallel and distributed processing
Battery-aware task scheduling in distributed mobile systems with lifetime constraint
Proceedings of the 16th Asia and South Pacific Design Automation Conference
Static task-scheduling algorithms for battery-powered DVS systems
IEEE Transactions on Very Large Scale Integration (VLSI) Systems
An analytical model for predicting the remaining battery capacity of lithium-ion batteries
IEEE Transactions on Very Large Scale Integration (VLSI) Systems
A model for battery lifetime analysis for organizing applications on a pocket computer
IEEE Transactions on Very Large Scale Integration (VLSI) Systems
Online prediction of battery lifetime for embedded and mobile devices
PACS'03 Proceedings of the Third international conference on Power - Aware Computer Systems
Journal of Signal Processing Systems
Managing distributed ups energy for effective power capping in data centers
Proceedings of the 39th Annual International Symposium on Computer Architecture
Optimal control of batteries with fully and partially available rechargeability
Automatica (Journal of IFAC)
Energy adaptive mechanism for p2p file sharing protocols
Euro-Par'12 Proceedings of the 18th international conference on Parallel processing workshops
PASES: An energy-aware design space exploration framework for wireless sensor networks
Journal of Systems Architecture: the EUROMICRO Journal
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Since battery life directly impacts the extent and duration of mobility, one of the key considerations in the design of a mobile embedded system should be to maximize the energy delivered by the battery, and hence the battery lifetime. To facilitate exploration of alternative implementations for a mobile embedded system, in this paper we address the issue of developing a fast and accurate battery model, and providing a framework for battery life estimation of Hardware/Software (HW/SW) embedded systems. We introduce a stochastic model of a battery, which can simultaneously model two key phenomena affecting the battery life and the amount of energy that can be delivered by the battery: the Rate Capacity effect and the Recovery effect. We model the battery behavior mathematically in terms of parameters that can be related to physical characteristics of the electro-chemical cell. We show how this model can be used for battery life estimation of a HW/SW embedded system, by calculating battery discharge demand waveforms using a power co-estimation technique. Based on the discharge demand, the battery model estimates the battery lifetime as well as the delivered energy. Application of the battery life estimation methodology to three system implementations of an example TCP/IP network interface subsystem demonstrate that different system architectures can have significantly different delivered energy and battery lifetimes.