RF Power Amplifiers for Wireless Communications, Second Edition (Artech House Microwave Library (Hardcover))
Context-for-wireless: context-sensitive energy-efficient wireless data transfer
Proceedings of the 5th international conference on Mobile systems, applications and services
BreadCrumbs: forecasting mobile connectivity
Proceedings of the 14th ACM international conference on Mobile computing and networking
Experiences in a 3G network: interplay between the wireless channel and applications
Proceedings of the 14th ACM international conference on Mobile computing and networking
Power Control in Wireless Cellular Networks
Foundations and Trends® in Networking
StarTrack: a framework for enabling track-based applications
Proceedings of the 7th international conference on Mobile systems, applications, and services
Energy consumption in mobile phones: a measurement study and implications for network applications
Proceedings of the 9th ACM SIGCOMM conference on Internet measurement conference
Cool-Tether: energy efficient on-the-fly wifi hot-spots using mobile phones
Proceedings of the 5th international conference on Emerging networking experiments and technologies
Towards mobile phone localization without war-driving
INFOCOM'10 Proceedings of the 29th conference on Information communications
Place lab: device positioning using radio beacons in the wild
PERVASIVE'05 Proceedings of the Third international conference on Pervasive Computing
Particle filters for positioning, navigation, and tracking
IEEE Transactions on Signal Processing
Convergence of proportional-fair sharing algorithms under general conditions
IEEE Transactions on Wireless Communications
Mobility Tracking in Cellular Networks Using Particle Filtering
IEEE Transactions on Wireless Communications
IEEE Communications Magazine
Mobility modeling, location tracking, and trajectory prediction in wireless ATM networks
IEEE Journal on Selected Areas in Communications
Stratus: energy-efficient mobile communication using cloud support
Proceedings of the ACM SIGCOMM 2010 conference
Characterizing radio resource allocation for 3G networks
IMC '10 Proceedings of the 10th ACM SIGCOMM conference on Internet measurement
Energy-efficient video streaming from high-speed trains
Proceedings of the 21st international workshop on Network and operating systems support for digital audio and video
CasCap: cloud-assisted context-aware power management for mobile devices
MCS '11 Proceedings of the second international workshop on Mobile cloud computing and services
Saving mobile device energy with multipath TCP
MobiArch '11 Proceedings of the sixth international workshop on MobiArch
Opportunistic mobility with multipath TCP
MobiArch '11 Proceedings of the sixth international workshop on MobiArch
Avoiding the rush hours: WiFi energy management via traffic isolation
MobiSys '11 Proceedings of the 9th international conference on Mobile systems, applications, and services
Profiling resource usage for mobile applications: a cross-layer approach
MobiSys '11 Proceedings of the 9th international conference on Mobile systems, applications, and services
Traffic-driven power saving in operational 3G cellular networks
MobiCom '11 Proceedings of the 17th annual international conference on Mobile computing and networking
Predicting handoffs in 3G networks
MobiHeld '11 Proceedings of the 3rd ACM SOSP Workshop on Networking, Systems, and Applications on Mobile Handhelds
Diadem: Prefetch-Based Traffic Shaping for Energy Saving in Wireless Networks
GREENCOM '11 Proceedings of the 2011 IEEE/ACM International Conference on Green Computing and Communications
Software-related energy footprint of a wireless broadband module
Proceedings of the 9th ACM international symposium on Mobility management and wireless access
Predicting handoffs in 3G networks
ACM SIGOPS Operating Systems Review
Energy-Efficient Mobile Data Uploading from High-Speed Trains
Mobile Networks and Applications
A Survey of Green Mobile Networks: Opportunities and Challenges
Mobile Networks and Applications
Who killed my battery?: analyzing mobile browser energy consumption
Proceedings of the 21st international conference on World Wide Web
Energy-aware cross-layer burst buffering for wireless communication
Proceedings of the 3rd International Conference on Future Energy Systems: Where Energy, Computing and Communication Meet
SmartTransfer: transferring your mobile multimedia contents at the "right" time
Proceedings of the 22nd international workshop on Network and Operating System Support for Digital Audio and Video
Proceedings of the 10th international conference on Mobile systems, applications, and services
A close examination of performance and power characteristics of 4G LTE networks
Proceedings of the 10th international conference on Mobile systems, applications, and services
Greening wireless communications: Status and future directions
Computer Communications
RadioJockey: mining program execution to optimize cellular radio usage
Proceedings of the 18th annual international conference on Mobile computing and networking
Empowering developers to estimate app energy consumption
Proceedings of the 18th annual international conference on Mobile computing and networking
Exploiting ephemeral link correlation for mobile wireless networks
Proceedings of the 10th ACM Conference on Embedded Network Sensor Systems
Scout: an asymmetric vehicular network design over TV whitespaces
Proceedings of the 14th Workshop on Mobile Computing Systems and Applications
PROTEUS: network performance forecast for real-time, interactive mobile applications
Proceeding of the 11th annual international conference on Mobile systems, applications, and services
Mobile user clustering in large time-scale data transfer scheduling
Proceeding of the 11th annual international conference on Mobile systems, applications, and services
Fusing prefetch and delay-tolerant transfer for mobile videos
Proceeding of the 11th annual international conference on Mobile systems, applications, and services
A first look at cellular network performance during crowded events
Proceedings of the ACM SIGMETRICS/international conference on Measurement and modeling of computer systems
Characterizing and modeling the impact of wireless signal strength on smartphone battery drain
Proceedings of the ACM SIGMETRICS/international conference on Measurement and modeling of computer systems
Modeling cellular user mobility using a leap graph
PAM'13 Proceedings of the 14th international conference on Passive and Active Measurement
eDoctor: automatically diagnosing abnormal battery drain issues on smartphones
nsdi'13 Proceedings of the 10th USENIX conference on Networked Systems Design and Implementation
EnVi: energy efficient video player for mobiles
Proceeding of the 2013 workshop on Cellular networks: operations, challenges, and future design
User-aware energy efficient streaming strategy for smartphone based video playback applications
Proceedings of the Conference on Design, Automation and Test in Europe
Using crowd-sourced viewing statistics to save energy in wireless video streaming
Proceedings of the 19th annual international conference on Mobile computing & networking
Coordinating cellular background transfers using loadsense
Proceedings of the 19th annual international conference on Mobile computing & networking
CSpy: finding the best quality channel without probing
Proceedings of the 19th annual international conference on Mobile computing & networking
Hybrid contextual cloud in ubiquitous platforms comprising of smartphones
International Journal of Intelligent Systems Technologies and Applications
E3: energy-efficient engine for frame rate adaptation on smartphones
Proceedings of the 11th ACM Conference on Embedded Networked Sensor Systems
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Cellular radios consume more power and suffer reduced data rate when the signal is weak. According to our measurements, the communication energy per bit can be as much as 6x higher when the signal is weak than when it is strong. To realize energy savings, applications must preferentially communicate when the signal is strong, either by deferring non-urgent communication or by advancing anticipated communication to coincide with periods of strong signal. Allowing applications to perform such scheduling requires predicting signal strength, so that opportunities for energy-efficient communication can be anticipated. Furthermore, such prediction must be performed at little energy cost. In this paper, we make several contributions towards a practical system for energy-aware cellular data scheduling called Bartendr. First, we establish, via measurements, the relationship between signal strength and power consumption. Second, we show that location alone is not sufficient to predict signal strength and motivate the use of tracks to enable effective prediction. Finally, we develop energy-aware scheduling algorithms for different workloads - syncing and streaming - and evaluate these via simulation driven by traces obtained during actual drives, demonstrating energy savings of up to 60%. Our experiments have been performed on four cellular networks across two large metropolitan areas, one in India and the other in the U.S.