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The Jigsaw continuous sensing engine for mobile phone applications

Hong Lu, Jun Yang, Zhigang Liu, Nicholas D. Lane, Tanzeem Choudhury, Andrew T. Campbell
2010 Proceedings of the 8th ACM Conference on Embedded Networked Sensor Systems - SenSys '10  
We present the design, implementation and evaluation of the Jigsaw continuous sensing engine, which balances the performance needs of the application and the resource demands of continuous sensing on the  ...  Supporting continuous sensing applications on mobile phones is challenging because of the resource demands of long-term sensing, inference and communication algorithms.  ...  In this paper, we present Jigsaw, a continuous sensing engine for mobile phone applications which require continuous monitoring of human activities and context.  ... 
doi:10.1145/1869983.1869992 dblp:conf/sensys/LuYLLCC10 fatcat:kjfa5msmrjcrxmppxbvw3x6wre

Self organization based energy management techniques in mobile complex networks: a review

Bahjat Fatima, Munam Ali Shah
2015 Complex Adaptive Systems Modeling  
However, the usage of power-hungry applications, sensors and their demand for 24/7 Internet connectivity requires an efficient energy management mechanism in mobile devices.  ...  In addition, mobile communication technologies are continuously evolving and mobile networks are becoming more and more complex.  ...  It also helps to charge the device healthily with 3 Stage Charging system and it can extend the battery life up to 50% Jigsaw (Lu et al. 2010) Proposed continues sensing engine has implemented on two  ... 
doi:10.1186/s40294-015-0008-1 fatcat:kraccshxdjbtlawjjoogv35zzu

The challenge of continuous mobile context sensing

Rajesh Krishna Balan, Youngki Lee, Tan Kiat Wee, Archan Misra
2014 2014 Sixth International Conference on Communication Systems and Networks (COMSNETS)  
In this paper, we highlight the challenge of continuously sensing context data from mobile phones.  ...  We present results for different types of sensing tasks; ranging from simple sensing using just one sensor all the way to multi-sensor sensing performed by concurrent high-level tasks.  ...  Specifically, we would like to thank Koh Quee Boon and Vignesh Subbaraju for building the iOS context sensing software and the activity detection subsystem respectively.  ... 
doi:10.1109/comsnets.2014.6734869 dblp:conf/comsnets/BalanLWM14 fatcat:qgziowy4tzhvtl7fdcrwldpk3i

"Playing with the Bits" User-Configuration of Ubiquitous Domestic Environments [chapter]

Jan Humble, Andy Crabtree, Terry Hemmings, Karl-Petter Åkesson, Boriana Koleva, Tom Rodden, Pär Hansson
2003 Lecture Notes in Computer Science  
The editor discovers available ubiquitous components and presents these to users as jigsaw pieces that can be dynamically recombined.  ...  The developed editor allows users to assemble lightweight sensors, devices such as displays and larger applications in order to meet their particular needs. *  ...  Two such devices are the web camera and a portable display that is build using an iPAQ (a similar component exists for MMS messages to mobile phones).  ... 
doi:10.1007/978-3-540-39653-6_20 fatcat:an2flbnqabbc3o7mtehmh3afwu

UbiqLog: a generic mobile phone-based life-log framework

Reza Rawassizadeh, Martin Tomitsch, Katarzyna Wac, A. Min Tjoa
2012 Personal and Ubiquitous Computing  
We propose UbiqLog, a lightweight, configurable and extendable life-log framework that uses mobile phone as a device for life logging. The proposed framework extends pre-  ...  Smart phones are conquering the mobile phone market; they are not just phones they also act as media players, gaming consoles, personal calendars, storage, etc.  ...  Jigsaw [22] contains a design and implementation of a continues sensing application which balances the performance needs of the application and the resource demands of continues sensing on the phone.  ... 
doi:10.1007/s00779-012-0511-8 fatcat:bocn5etz75crtnkm5kuhklw574

Sensing as a service: A cloud computing system for mobile phone sensing

Xiang Sheng, Xuejie Xiao, Jian Tang, Guoliang Xue
2012 2012 IEEE Sensors  
An S 2 aaS cloud should meet the following requirements: 1) It must be able to support various mobile phone sensing applications on different smartphone platforms. 2) It must be energy-efficient. 3) It  ...  Sensors on (or attached to) mobile phones can enable attractive sensing applications in different domains such as environmental monitoring, social networking, healthcare, etc.  ...  In [10] , the authors presented the design, implementation and evaluation of the Jigsaw continuous sensing engine for mobile phones, which balances performance needs and resource demands.  ... 
doi:10.1109/icsens.2012.6411516 fatcat:kpkexawcqbhulohfeobgjkayuq

A Survey on Mobile Social Signal Processing

Niklas Palaghias, Seyed Amir Hoseinitabatabaei, Michele Nati, Alexander Gluhak, Klaus Moessner
2016 ACM Computing Surveys  
Initially we expose the terminology used in the area and introduce a concrete architecture for social signal processing applications on mobile phones, constituted by sensing, social interaction detection  ...  Application architecture of existing Sensing Frameworks. interactions may also be utilised for filtering data and allowing the development of adaptive sensing and inference techniques.  ...  ACKNOWLEDGMENTS This work is supported by European Commission through the FP7-SOCIOTAL-609112 EU Projects and also by the joint EU and Ministry of Internal Affairs and Communication (MIC, Japan), Research  ... 
doi:10.1145/2893487 fatcat:sijw4ls7wzgvnijwpifqwatdfa

SenGuard: Passive user identification on smartphones using multiple sensors

Weidong Shi, Jun Yang, Yifei Jiang, Feng Yang, Yingen Xiong
2011 2011 IEEE 7th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob)  
SenGuard invokes active user authentication when there is a mounting evidence that the phone user has changed.  ...  This paper describes SenGuard, a user identification framework that enables continuous and implicit user identification service for smartphone.  ...  To achieve this goal, the system uses the JigSaw engine [13] , a continuous sensing engine for activity recognition on mobile platform.  ... 
doi:10.1109/wimob.2011.6085412 dblp:conf/wimob/ShiYJYX11 fatcat:wblr3jbfljbbxniag5jlulwney


Younghyun Ju, Youngki Lee, Jihyun Yu, Chulhong Min, Insik Shin, Junehwa Song
2012 Proceedings of the 10th ACM Conference on Embedded Network Sensor Systems - SenSys '12  
Emerging mobile sensing applications are changing the characteristics of smartphone workloads.  ...  To address the challenge, we develop SymPhoney, a coordinated sensing flow execution engine to support concurrent sensing applications.  ...  Jigsaw [5] and Kobe [7] were also proposed to provide system supports for mobile sensing applications.  ... 
doi:10.1145/2426656.2426678 dblp:conf/sensys/JuLYMSS12 fatcat:vyferf76z5gk5fznthauqcui3i

Energy-Efficient Collaborative Query Processing Framework for Mobile Sensing Services

Jin Yang, Tianli Mo, Lipyeow Lim, Kai-Uwe Sattler, Archan Misra
2013 2013 IEEE 14th International Conference on Mobile Data Management  
Many emerging context-aware mobile applications involve the execution of continuous queries over sensor data streams generated by a variety of on-board sensors on multiple personal mobile devices (aka  ...  To reduce the energyoverheads of such large-scale, continuous mobile sensing and query processing, this paper introduces CQP, a collaborative query processing framework that exploits the overlap (in both  ...  To enable continuous energy-efficient execution of such mobile sensing applications, the Jigsaw platform [8] uses a pipelined stream processing architecture that adaptively triggers different sensors  ... 
doi:10.1109/mdm.2013.25 dblp:conf/mdm/YangMLSM13 fatcat:4v2allbei5fdzovl3nejfbtt2u

The Smart Phone: A Ubiquitous Input Device

R. Ballagas, J. Borchers, M. Rohs, J.G. Sheridan
2006 IEEE pervasive computing  
Mobile phones' prevalence gives them great potential to be the default physical interface for ubiquitous computing applications.  ...  The mobile phone is useful for positioning tasks in various ways. Continuous indirect translation with a track pad.  ...  His primary research interest is in mobile and pervasive user interfaces, including interfaces for handheld devices and large public displays and the integration of physical and virtual aspects of the  ... 
doi:10.1109/mprv.2006.18 fatcat:477ppgza3vadna6mhnl376j5yy

Envisioning Device-to-Device Communications in 6G [article]

Shangwei Zhang, Jiajia Liu, Hongzhi Guo, Mingping Qi, Nei Kato
2019 arXiv   pre-print
To fulfill the requirements of various emerging applications, the future sixth generation (6G) mobile network is expected to be an innately intelligent, highly dynamic, ultradense heterogeneous network  ...  Driven by AI techniques, device-to-device (D2D) communication will be one of the pieces of the 6G jigsaw puzzle.  ...  Therefore, mobile phone in 6G will shift from smart phone to AI-driven phone.  ... 
arXiv:1912.05771v1 fatcat:qu4j46z4gzckzj4wwkv3q6vv4y

An efficient dataflow execution method for mobile context monitoring applications

Younghyun Ju, Chulhong Min, Youngki Lee, Jihyun Yu, Junehwa Song
2012 2012 IEEE International Conference on Pervasive Computing and Communications  
In this paper, we propose a novel efficient dataflow execution method for mobile context monitoring applications.  ...  To realize the model, we develop DataBank, an execution container that takes charge of the management and delivery of the output data for the associated operator.  ...  Also, Jigsaw [9] has been proposed to provide a reusable mobile sensing engine for three typical applications.  ... 
doi:10.1109/percom.2012.6199857 dblp:conf/percom/JuMLYS12 fatcat:nuzdtrltibeqncd3ezejodxho4

A survey of energy-efficient context recognition systems using wearable sensors for healthcare applications

Tifenn Rault, Abdelmadjid Bouabdallah, Yacine Challal, Frédéric Marin
2017 Pervasive and Mobile Computing  
We propose a new classification of the energy-efficient mechanisms for healthrelated human context recognition applications and we review the related works in details.  ...  Therefore, there is a need to develop energyefficient solutions for long-term monitoring applications in order to foster the acceptance of these technologies by the patients.  ...  It was supported by the French Government, through the program "Investments for the future" managed by the National Agency for Research (Reference ANR-11-IDEX-0004-02).  ... 
doi:10.1016/j.pmcj.2016.08.003 fatcat:nrdpszjdnregfirufqltl7bcga

Practical food journaling

Edison Thomaz
2013 Proceedings of the 2013 ACM conference on Pervasive and ubiquitous computing adjunct publication - UbiComp '13 Adjunct  
The Jigsaw continuous sensing factors in computing systems, ACM Request engine for mobile phone applications.  ...  Today, mobile phone applications and mobile phones identify eating moments?  ... 
doi:10.1145/2494091.2501089 dblp:conf/huc/Thomaz13 fatcat:evuy2bvh5jfmrf3imsdikzgpcq
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