Energy Consumption in Mobile Phones

As the mobile devices are widely used in this world. With the increasing number of users, the numbers of customized applications are also introduced for these users according to their own requirements but on the other hand, there is a dire need of a system which must be energy conserved, estimated and maintained. A survey of energy consumption in mobile phones is presented in this paper with the factors at which the consumption of the energy depends on i.e. Energy consumed by OS, by hardware, by applications, by the user to interact with the applications, by wireless, by the sensor network. The energy management models and frameworks are also discussed in this paper.

[1]  Sarma B. K. Vrudhula,et al.  Battery Modeling for Energy-Aware System Design , 2003, Computer.

[2]  Gregory J. Pottie,et al.  Protocols for self-organization of a wireless sensor network , 2000, IEEE Wirel. Commun..

[3]  Sourjya Bhaumik,et al.  Breathe to stay cool: adjusting cell sizes to reduce energy consumption , 2010, Green Networking '10.

[4]  Xin Liu,et al.  Experiences in a 3G network: interplay between the wireless channel and applications , 2008, MobiCom '08.

[5]  Mauro Conti,et al.  ContextOS: A Context Aware Operating System for Mobile Devices , 2013, 2013 IEEE International Conference on Green Computing and Communications and IEEE Internet of Things and IEEE Cyber, Physical and Social Computing.

[6]  Prabhjot Kaur,et al.  Performance Comparison of AODV, DSR and ZRP Routing Protocols in MANET'S , 2009, 2009 International Conference on Advances in Computing, Control, and Telecommunication Technologies.

[7]  Prasant Mohapatra,et al.  Energy Consumption and Conservation in WiFi Based Phones: A Measurement-Based Study , 2007, 2007 4th Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks.

[8]  Wei Luo,et al.  Impacts of inactivity timer values on UMTS system capacity , 2002, 2002 IEEE Wireless Communications and Networking Conference Record. WCNC 2002 (Cat. No.02TH8609).

[9]  Robert Tappan Morris,et al.  Span: An Energy-Efficient Coordination Algorithm for Topology Maintenance in Ad Hoc Wireless Networks , 2001, MobiCom '01.

[10]  Muhammad Khalil Afzal,et al.  TinyOS-New Trends, Comparative Views, and Supported Sensing Applications: A Review , 2016, IEEE Sensors Journal.

[11]  Jie Liu,et al.  SpeakerSense: Energy Efficient Unobtrusive Speaker Identification on Mobile Phones , 2011, Pervasive.

[12]  Andreaz Lewerentz,et al.  Performance and Energy Optimization for the Android Platform , 2012 .

[13]  Nicolas Sklavos,et al.  A System-Level Analysis of Power Consumption & Optimizations in 3G Mobile Devices , 2007 .

[14]  Deborah Estrin,et al.  PEIR, the personal environmental impact report, as a platform for participatory sensing systems research , 2009, MobiSys '09.

[15]  Fehmi Ben Abdesslem,et al.  Less is more: energy-efficient mobile sensing with senseless , 2009, MobiHeld '09.

[16]  Narseo Vallina-Rodriguez,et al.  ErdOS: achieving energy savings in mobile OS , 2011, MobiArch '11.

[17]  Min Chen,et al.  Rethinking energy efficiency models of cellular networks with embodied energy , 2011, IEEE Network.

[18]  Simon Hay,et al.  Pervasive and Mobile Computing ( ) – Pervasive and Mobile Computing Measuring Mobile Phone Energy Consumption for 802.11 Wireless Networking , 2022 .

[19]  Xiao Ma,et al.  A Survey of Energy Efficient Wireless Transmission and Modeling in Mobile Cloud Computing , 2012, Mobile Networks and Applications.

[20]  Hiroshi Hanaizumi,et al.  Barcode readers using the camera device in mobile phones , 2004, 2004 International Conference on Cyberworlds.

[21]  Amitava Datta,et al.  Trust-based routing for ad-hoc wireless networks , 2004, Proceedings. 2004 12th IEEE International Conference on Networks (ICON 2004) (IEEE Cat. No.04EX955).

[22]  Varun Singh,et al.  Energy Cost of Advertisements in Mobile Games on the Android Platform , 2012, 2012 Sixth International Conference on Next Generation Mobile Applications, Services and Technologies.

[23]  Lo'ai Tawalbeh,et al.  Resilience Mobile Cloud Computing: Features, Applications and Challenges , 2015, 2015 Fifth International Conference on e-Learning (econf).

[24]  Romit Roy Choudhury,et al.  Micro-Blog: sharing and querying content through mobile phones and social participation , 2008, MobiSys '08.

[25]  Jui-Hung Yeh,et al.  Comparative Analysis of Energy-Saving Techniques in 3GPP and 3GPP2 Systems , 2009, IEEE Transactions on Vehicular Technology.

[26]  Imene Aloui Une approche agent mobile pour les réseaux de capteurs , 2016 .

[27]  Che Wun Chiou,et al.  An Energy Conservation DVFS Algorithm for the Android Operating System , 2011 .

[28]  Chris McDonald,et al.  Trusted route discovery with TORA protocol , 2004, Proceedings. Second Annual Conference on Communication Networks and Services Research, 2004..

[29]  Amin Vahdat,et al.  Every joule is precious: the case for revisiting operating system design for energy efficiency , 2000, ACM SIGOPS European Workshop.

[30]  Kostas Pentikousis,et al.  In search of energy-efficient mobile networking , 2010, IEEE Communications Magazine.

[31]  Ratish Agrawal,et al.  An Improved Pre-copy Approach for Transferring the VM Data during the Virtual Machine Migration for the Cloud Environment , 2016 .

[32]  Arun Venkataramani,et al.  Energy consumption in mobile phones: a measurement study and implications for network applications , 2009, IMC '09.

[33]  Lin Zhong,et al.  A phone-centered body sensor network platform cost, energy efficiency & user interface , 2006, International Workshop on Wearable and Implantable Body Sensor Networks (BSN'06).

[34]  Hee Yong Youn,et al.  Non-blocking, localized routing algorithm for balanced energy consumption in mobile ad hoc networks , 2001, MASCOTS 2001, Proceedings Ninth International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems.

[35]  Morteza Zadimoghaddam,et al.  Scheduling to minimize gaps and power consumption , 2013, Journal of Scheduling.

[36]  Yaser Jararweh,et al.  Efficient techniques for energy optimization in Mobile Cloud Computing , 2015, 2015 IEEE/ACS 12th International Conference of Computer Systems and Applications (AICCSA).

[37]  Bo Li,et al.  A Survey on Mobile WiMAX [Wireless Broadband Access] , 2007, IEEE Communications Magazine.

[38]  Teresa H. Y. Meng,et al.  Minimum energy mobile wireless networks , 1999, IEEE J. Sel. Areas Commun..

[39]  Oriana Riva,et al.  Challenges and Lessons in Developing Middleware on Smart Phones , 2008, Computer.

[40]  Jeffrey M. Voas,et al.  Mobile Application and Device Power Usage Measurements , 2012, 2012 IEEE Sixth International Conference on Software Security and Reliability.

[41]  Tariq Umer,et al.  An Approach for Surveillance Using Wireless Sensor Networks (WSN) , 2007 .

[42]  Vijay Raghunathan,et al.  Experience with a low power wireless mobile computing platform , 2004, Proceedings of the 2004 International Symposium on Low Power Electronics and Design (IEEE Cat. No.04TH8758).

[43]  Jukka K. Nurminen,et al.  Energy-Consumption in Mobile Peer-to-Peer - Quantitative Results from File Sharing , 2008, 2008 5th IEEE Consumer Communications and Networking Conference.

[44]  Emiliano Miluzzo,et al.  A survey of mobile phone sensing , 2010, IEEE Communications Magazine.

[45]  Lei Yang,et al.  Accurate online power estimation and automatic battery behavior based power model generation for smartphones , 2010, 2010 IEEE/ACM/IFIP International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS).

[46]  Gokhan Memik,et al.  Into the wild: Studying real user activity patterns to guide power optimizations for mobile architectures , 2009, 2009 42nd Annual IEEE/ACM International Symposium on Microarchitecture (MICRO).

[47]  Kathryn S. McKinley,et al.  The model is not enough: Understanding energy consumption in mobile devices , 2012, 2012 IEEE Hot Chips 24 Symposium (HCS).

[48]  J. Cano,et al.  A performance comparison of energy consumption for Mobile Ad Hoc Network routing protocols , 2000, Proceedings 8th International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems (Cat. No.PR00728).

[49]  Sandy Irani,et al.  Algorithms for power savings , 2003, SODA '03.

[50]  David E. Culler,et al.  Mica: A Wireless Platform for Deeply Embedded Networks , 2002, IEEE Micro.

[51]  Muhammad Sharif,et al.  Cloud Computing Security Models, Architectures, Issues and Challenges , 2015 .

[52]  Marty Humphrey,et al.  Mobile OGSI.NET: grid computing on mobile devices , 2004, Fifth IEEE/ACM International Workshop on Grid Computing.

[53]  Ahmad Rahmati,et al.  Understanding human-battery interaction on mobile phones , 2007, Mobile HCI.

[54]  Juan-Luis Gorricho,et al.  Activity Recognition from Accelerometer Data on a Mobile Phone , 2009, IWANN.

[55]  Mudassar Raza,et al.  A Novel Wormhole Detection Technique for Wireless Ad Hoc Networks , 2012 .

[56]  Tomas Akenine-Möller,et al.  Graphics for the masses: a hardware rasterization architecture for mobile phones , 2003, ACM Trans. Graph..

[57]  Dusit Niyato,et al.  WIRELESS BROADBAND ACCESS: WIMAX AND BEYOND - Integration of WiMAX and WiFi: Optimal Pricing for Bandwidth Sharing , 2007, IEEE Communications Magazine.

[58]  Lee W. McKnight,et al.  Wireless Internet access: 3G vs. WiFi? , 2003 .

[59]  Jul-Hung Yeh,et al.  Impact of inactivity timer on energy consumption in WCDMA and cdma2000 , 2004, 2004 Symposium on Wireless Telecommunications.

[60]  Ning Ding,et al.  Characterizing and modeling the impact of wireless signal strength on smartphone battery drain , 2013, SIGMETRICS '13.

[61]  R. K. Chauhan,et al.  Dynamic Fair Priority Optimization Task Scheduling Algorithm in Cloud Computing: Concepts and Implementations , 2016 .

[62]  Naehyuck Chang,et al.  Online estimation of the remaining energy capacity in mobile systems considering system-wide power consumption and battery characteristics , 2013, 2013 18th Asia and South Pacific Design Automation Conference (ASP-DAC).

[63]  David E. Millard,et al.  Learner-battery interaction in energy-aware learning multimedia systems , 2014, MUM.

[64]  Deepak Ganesan,et al.  Triage: balancing energy and quality of service in a microserver , 2007, MobiSys '07.

[65]  Amin Vahdat,et al.  Currentcy: A Unifying Abstraction for Expressing Energy Management Policies , 2003, USENIX Annual Technical Conference, General Track.

[66]  Jeffrey C. Mogul,et al.  Using predictive prefetching to improve World Wide Web latency , 1996, CCRV.

[67]  George Mastorakis,et al.  Performance analysis of a rate-adaptive bandwidth allocation scheme in 5G mobile networks , 2015, 2015 IEEE Symposium on Computers and Communication (ISCC).

[68]  Elizabeth M. Belding-Royer,et al.  Cool-Tether: energy efficient on-the-fly wifi hot-spots using mobile phones , 2009, CoNEXT '09.

[69]  Mirco Musolesi,et al.  Sensing meets mobile social networks: the design, implementation and evaluation of the CenceMe application , 2008, SenSys '08.

[70]  Liviu Iftode,et al.  Context-aware Battery Management for Mobile Phones , 2008, 2008 Sixth Annual IEEE International Conference on Pervasive Computing and Communications (PerCom).

[71]  Minoru Etoh,et al.  Energy Consumption Issues on Mobile Network Systems , 2008, 2008 International Symposium on Applications and the Internet.

[72]  Ahmad Rahmati,et al.  Context-for-wireless: context-sensitive energy-efficient wireless data transfer , 2007, MobiSys '07.

[73]  Ming Zhang,et al.  Where is the energy spent inside my app?: fine grained energy accounting on smartphones with Eprof , 2012, EuroSys '12.

[74]  Ramesh Govindan,et al.  Estimating mobile application energy consumption using program analysis , 2013, 2013 35th International Conference on Software Engineering (ICSE).

[75]  Leonard Kleinrock,et al.  Web prefetching in a mobile environment , 1998, IEEE Wirel. Commun..

[76]  Yilin Zhao,et al.  Mobile phone location determination and its impact on intelligent transportation systems , 2000, IEEE Trans. Intell. Transp. Syst..

[77]  Bertalan Forstner,et al.  Towards an Energy efficient Code Generator for Mobile phones , 2013, 2013 IEEE 4th International Conference on Cognitive Infocommunications (CogInfoCom).

[78]  Parthasarathy Ranganathan,et al.  Energy Consumption in Mobile Devices: Why Future Systems Need Requirements-Aware Energy Scale-Down , 2003, PACS.

[79]  Eyal de Lara,et al.  Efficient and transparent dynamic content updates for mobile clients , 2006, MobiSys '06.

[80]  Robert Tappan Morris,et al.  Span: An Energy-Efficient Coordination Algorithm for Topology Maintenance in Ad Hoc Wireless Networks , 2002, Wirel. Networks.

[81]  Sung-Ju Lee,et al.  AODV-BR: backup routing in ad hoc networks , 2000, 2000 IEEE Wireless Communications and Networking Conference. Conference Record (Cat. No.00TH8540).

[82]  K.J.R. Liu,et al.  Signal processing techniques in network-aided positioning: a survey of state-of-the-art positioning designs , 2005, IEEE Signal Processing Magazine.

[83]  Bren Mochocki,et al.  Power Analysis of Mobile 3D Graphics , 2006, Proceedings of the Design Automation & Test in Europe Conference.

[84]  Dan Boneh,et al.  Who killed my battery?: analyzing mobile browser energy consumption , 2012, WWW.

[85]  Vincent W. S. Wong,et al.  Autonomous Demand-Side Management Based on Game-Theoretic Energy Consumption Scheduling for the Future Smart Grid , 2010, IEEE Transactions on Smart Grid.

[86]  Philip Levis,et al.  Energy management in mobile devices with the cinder operating system , 2011, EuroSys '11.

[87]  K. S. Angel Viji,et al.  A Comprehensive Cloud Security Model with Enhanced Key Management, Access Control and Data Anonymization Features , 2017, Int. J. Commun. Networks Inf. Secur..

[88]  Peter A. Dinda,et al.  Characterizing and modeling user activity on smartphones: summary , 2010, SIGMETRICS '10.

[89]  Wei Zhang,et al.  Monitoring Energy Consumption of Smartphones , 2011, 2011 International Conference on Internet of Things and 4th International Conference on Cyber, Physical and Social Computing.

[90]  Rajesh K. Gupta,et al.  CoolSpots: reducing the power consumption of wireless mobile devices with multiple radio interfaces , 2006, MobiSys '06.

[91]  Philippe Baptiste Scheduling unit tasks to minimize the number of idle periods: a polynomial time algorithm for offline dynamic power management , 2006, SODA '06.

[92]  Lin Zhong,et al.  Self-constructive high-rate system energy modeling for battery-powered mobile systems , 2011, MobiSys '11.

[93]  C.H. van Berkel,et al.  Multi-core for mobile phones , 2009, 2009 Design, Automation & Test in Europe Conference & Exhibition.

[94]  ZhaoYilin Mobile phone location determination and its impact on intelligent transportation systems , 2000 .

[95]  Alec Wolman,et al.  Wireless wakeups revisited: energy management for voip over wi-fi smartphones , 2007, MobiSys '07.

[96]  Elizabeth M. Belding-Royer,et al.  A review of current routing protocols for ad hoc mobile wireless networks , 1999, IEEE Wirel. Commun..

[97]  John Augustine,et al.  Optimal power-down strategies , 2004, 45th Annual IEEE Symposium on Foundations of Computer Science.

[98]  Amin Vahdat,et al.  ECOSystem: managing energy as a first class operating system resource , 2002, ASPLOS X.

[99]  Hung-Ching Chang,et al.  Energy-aware computing for android platforms , 2011, 2011 International Conference on Energy Aware Computing.

[100]  Yu Xiao,et al.  Energy Consumption of Mobile YouTube: Quantitative Measurement and Analysis , 2008, 2008 The Second International Conference on Next Generation Mobile Applications, Services, and Technologies.

[101]  Jie Liu,et al.  Mobile Apps: It's Time to Move Up to CondOS , 2011, HotOS.

[102]  Philip Levis,et al.  Apprehending joule thieves with cinder , 2010, MobiHeld '09.

[103]  Liesbet Van der Perre,et al.  Challenges and enabling technologies for energy aware mobile radio networks , 2010, IEEE Communications Magazine.

[104]  Matti Siekkinen,et al.  Saving Energy in Mobile Devices for On-Demand Multimedia Streaming -- A Cross-Layer Approach , 2014, TOMCCAP.

[105]  Hu Zhengbing,et al.  Anomaly Detection System in Secure Cloud Computing Environment , 2017 .

[106]  Earl Oliver,et al.  The challenges in large-scale smartphone user studies , 2010, HotPlanet '10.

[107]  Kolin Paul,et al.  Android on Mobile Devices: An Energy Perspective , 2010, 2010 10th IEEE International Conference on Computer and Information Technology.

[108]  Seong-Choon Lee,et al.  Toward enhanced mobile video services over WiMAX and LTE [WiMAX/LTE Update] , 2010, IEEE Communications Magazine.

[109]  Mahmoud Al-Ayyoub,et al.  Power Optimization of Large Scale Mobile Cloud Computing Systems , 2015, 2015 3rd International Conference on Future Internet of Things and Cloud.