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Energy Efficient Data Management in Wireless sensor Networks 1

Energy Efficient Data Management in Wireless Sensor Networks

引用

1st ieee international conference on Energy, systems and Information Processing, ICESIP 2019

作者： Kayiram, Kavitha Surana, Rahul Gururaj, R. Gokaraju Rangaraju Institute of Engineering and Technology Dept. of CSE Hyderabad Telangana India Technical de Shaw India Hyderabad Telangana India BITS-Pilani Dept. of CSIS Hyderabad Campus Hyderabad Telangana India

ISBN: (纸本)9781728104195

In a Wireless sensor Network (WSN), sensor nodes are small inexpensive sensing and computing devices collaborating to form a network. However, they work with limited power and memory in hard-to-reach locations and extreme weather conditions. In general, a large number of tiny sensor nodes are usually deployed randomly to monitor one or more physical phenomena like- temperature, humidity etc. Due to limited power resources sensing, storage and retrieval of data become critical issues in wireless sensor data management. In this paper we propose a novel data management scheme that facilitates- (i) power efficient sensing, (ii) optimal utilization of storage space and (iii) energy and time efficient query processing in a WSN. Our proposed data sensing and storage schemes are based on sleep-scheduling and collaborative sensing techniques respectively. Next, our query processing scheme involves a Lookup technique that exploits the collaborative sensing which is a result of sleep-scheduling of nodes in a WSN. Our simulation results have proved the validity of our proposal. © 2019 ieee.

关键词： Query processing

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Optimal anchor placement for localization in large-scale wireless sensor networks 21

Optimal anchor placement for localization in large-scale wir...

引用

21st ieee international conference on High Performance computing and Communications, 17th ieee international conference on Smart City and 5th ieee international conference on Data Science and systems, HPCC/SmartCity/DSS 2019

作者： Du, Shifeng Huang, Baoqi Jia, Bing Li, Wuyungerile College of Computer Science Inner Mongolia University Hohhot China

ISBN: (纸本)9781728120584

In wireless sensor networks (WSNs), location information of sensor nodes (or simply sensors) plays a vital role in both of the management of WNSs and many other applications. Due to the constraints on costs and energy, only a small portion of nodes in a WSN is deployed as anchor nodes or simply anchors with their locations a priori known or determined through certain hardware (e.g. GPS) to localize normal sensor nodes. However, the placement of such anchors has significant influence on the localization performance of sensor nodes. This paper tackles the problem of optimal anchor placement for localization in large-scale WSNs. But, differently from existing studies assuming independent and identically distributed measurement noises, this paper takes into account more practical distance dependent measurement noises. Then, provided that sensors' locations satisfy a homogeneous Poisson Point process, a theoretical analysis based on the average Cramer-Rao Lower Bound (CRLB) proves that it is optimal to place anchors in a regular fashion. In particular, given that each sensor can measure distances to nearby 3 anchors, the optimal anchor placement pattern is the equilateral triangle pattern, which is consistent with the optimal node deployment for 3-coverage and 6-connectivity. This study not only provides the knowledge for guiding the deployment of large-scale WSNs in practice, but also paves the way for building the theory of sensor localization in WSNs. © 2019 ieee.

关键词： sensor nodes

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Flexible pH sensor for Wireless Monitoring of the Human Skin from the Medimun Distances 1

Flexible pH Sensor for Wireless Monitoring of the Human Skin...

引用

1st ieee international conference on Flexible and Printable sensors and systems (ieee FLEPS)

作者： Nappi, S. Mazzaracchio, V Fiore, L. Arduini, F. Marrocco, G. Univ Roma Tor Vergata Via Politecn 1 I-00133 Rome Italy

ISBN: (纸本)9781538693049

Sweat monitoring is an effective procedure to detect early signs or precursors of some psychophysical diseases. A compact wireless flexible on-skin pH sensor is here proposed for integration with Radiofrequency Identification in the UHF band. The peculiarity is its simplicity and minimal amount of required electronic components. The device comprises a printed multilayer pH sensor and an energy harvesting antenna optimized for application onto the human skin. Preliminary experiments demonstrated that the device is capable to capture a pH range compatible with physiologic data and to exchange data up to 1m without need of battery.

关键词： Radio Frequency Identification Wearable sensors Flexible Electronics Electronic Skin

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study of the Functioning of the distributed Computer System with a Resource Control Mechanism Based on a Network-Centric Approach 10

Study of the Functioning of the Distributed Computer System ...

引用

10th ieee international conference on Intelligent Data Acquisition and Advanced computing systems - Technology and Applications (IDAACS)

作者： Mukhin, Vadym Vyshnivskyi, Viktor Kornaga, Yaroslav Herasymenko, Oksana Bazaka, Yuriy Bazaliy, Maxim Natl Tech Univ Ukraine Igor Sikorsky Kiev Polytech Inst Pr Pobedy 37 UA-03056 Kiev Ukraine State Univ Telecommun Solomenska St UA-03680 Kiev Ukraine Taras Shevchenko Natl Univ Kiev Volodymyrska St64-13 UA-01601 Kiev Ukraine

ISBN: (纸本)9781728140698

The task to increase the scalability of the distributed computer systems (DCS) arises the new challenges for developing of the effective resources control mechanisms for such systems. This issue is particularly significant for the distributed computer systems with a decentralized resource control mechanism. The paper describes a resource reservation mechanism which allow to prevent the total loading of DCS computational resources. This research is devoted to the study of the functioning of the resource control system (RCS) based on a networkcentric approach in the context of resource reservations.

关键词： distributed computer system decentralized resources control network-centric approach task structure resourses reservation

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distributed differentially private matrix factorization based on ADMM 21

Distributed differentially private matrix factorization base...

引用

作者： Xue, Erkang Guo, Ruixin Zhang, Feng Wang, Lizhe Zhang, Xiaohan Qu, Guangzhi School of Computer Science China University of Geosciences Wuhan China Department of Engineering and Computer Science Oakland University Rochester United States

ISBN: (纸本)9781728120584

Matrix factorization (MF) is an essential technique to implement intelligent recommender systems widely applied in industry. Privacy and efficiency are two essential issues concerning MF. We leverage two techniques, differential privacy (DP) and distributed computing, to address the two concerns, respectively. (1) Differentially private MF is still challenging since conventional strategies lead to significant error accumulation;we adopt the objective function perturbation technique to tackle such a challenge. (2) We adopt the alternating direction method of multipliers (ADMM) framework to parallelize the factorization to improve performance;to implement this parallelization, we adopt the effective matrix split method and introduce a novel integration strategy for distributed DP based on the post-processing theorem. We identify our work as distributed differentially private MF based on ADMM. The novelty of the work rests in that it is the first to successfully integrate the two innovative techniques to address both privacy and efficiency for MF. We establish the mathematical model and conduct experiments to validate the soundness of our idea. The experimental results based on industrial datasets show that the distributed differentially private MF algorithm provides scalable speedup performance within a limited precision loss while preserving user privacy. © 2019 ieee.

关键词： Collaborative filtering

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strain sensor Fabrication by Means of Laser Carbonization 1

Strain Sensor Fabrication by Means of Laser Carbonization

引用

1st ieee international conference on Flexible and Printable sensors and systems (ieee FLEPS)

作者： Birchfield, Devin Jackson, Xavier Pasternak, Thomas Hanson, Anthony Atashbar, Massood Western Michigan Univ Ctr Adv Smart Sensors & Struct Kalamazoo MI 49008 USA

ISBN: (纸本)9781538693049

In this paper, we present the design and implementation of a smart strain based sensory glove for remote control (RC) car applications. This glove would control the RC car with individual finger movements. Laser carbonization was implemented as a fabrication method for developing strain sensors which were integrated on a Polydimethylsiloxane (PDMS) platform. Various sensor designs were fabricated and tested to determine the effectiveness of the glove design. This laser carbonization method resulted in a directional anisotropic characteristic with a relative resistance change of 170× when bent from an angle of 0 ° to 145 ° (complete finger bend).

关键词： Resistance Capacitive sensors Substrates Fabrication Carbon Lasers Monitoring

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RFID Based Battery-Free sensor Node for Smart Railway Application using 3D-Printing Technology 1

RFID Based Battery-Free Sensor Node for Smart Railway Applic...

引用

1st ieee international conference on Flexible and Printable sensors and systems (ieee FLEPS)

作者： Chim, Y. Y. Leung, Michael H. F. Ni, Y. Q. Tsang, Eric C. L. Hong Kong Polytech Univ Hung Hom Kowloon Hong Kong Peoples R China

ISBN: (纸本)9781538693049

In this paper, a battery-free sensor node based on radio-frequency identification (RFID) technology is presented to detect the variation of displacement transducer or temperature data. 3D-Printing technology with two different materials, dielectric-ink PCB and silver-ink, are employed in the RFID antenna. This RFID-based battery-free sensor node has been testified and its capability for Smart Railway application has also been demonstrated in this paper.

关键词： radiofrequency identification railways sensors silver

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Label-free Detection of Dopamine Using Aptamer Enhanced Organic-Electrolyte Gated FET sensor 1

Label-free Detection of Dopamine Using Aptamer Enhanced Orga...

引用

1st ieee international conference on Flexible and Printable sensors and systems (ieee FLEPS)

作者： Massey, R. Morin, E. DeRosa, M. C. Prakash, R. Queens Univ Kingston ON Canada Carleton Univ Ottawa ON Canada

ISBN: (纸本)9781538693049

In this work we implemented low cost, organic transistors for biosensory application. The sensor is fabricated primarily at low temperatures and atmospheric pressures using additive manufacturing steps and implemented as Aptamer enhanced Organic Electrolyte Gated Field Effect Transistors (OEGFETs), for detection of vital small molecules in fluid samples. To characterize the OEGFET performance, we collected I-V transfer curves of the transistor with different electrolytic solutions, with and without immobilized aptamers.

关键词： Logic gates Biosensors Transistors Electrolytes Molecular biophysics Capacitance

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Data management across geographically distributed autonomous systems: Architecture, implementation, and performance evaluation 21

Data management across geographically distributed autonomous...

引用

作者： Sun, Dawei Zhang, Guangyan Gao, Shang China University of Geosciences Tsinghua University Deakin University

ISBN: (纸本)9781728120584

The issue of highly efficient geographically-distributed autonomous data management is one of the critical obstacles for opening up a big data era. It creates the need for investigating autonomous and distributed data management systems in big data environments. In this paper, a distributed autonomous data management system is put forward, exhibiting the following features. (1) A distributed architecture designed to meet the requirements of autonomous data management by allowing interconnection, intercommunication, and interoperation of multiple sites over the Internet. (2) An autonomous, multi-level, unstructured data storage system to meet high-efficiency storage needs, with reference to the distributed heterogeneous data storage theories. (3) A distributed autonomous data indexing and retrieval system to support metadata search & full-text searching, fast loading, remote access, and unified view. Experimental and application results demonstrate that the proposed system has high potential to reduce access time and improve storage efficiency, while maintaining satisfactory availability and scalability. © 2019 ieee.

关键词： distributed cloud

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Flexible Passive Temperature sensor Label with Contactless Interrogation 1

Flexible Passive Temperature Sensor Label with Contactless I...

引用

1st ieee international conference on Flexible and Printable sensors and systems (ieee FLEPS)

作者： Bau, Marco Ferrari, Marco Ferrari, Vittorio Univ Brescia Dept Informat Engn Brescia Italy

ISBN: (纸本)9781538693049

A passive inductive-capacitive (LC) resonant temperature sensor embedded onto a flexible label is presented. The sensor exploits a patterned copper foil on adhesive paper for the inductive coil and a ceramic capacitor as the temperature sensing element. Temperature affects the value of the capacitance and hence of the resonant frequency of the LC tank resonator. The sensor can be contactless interrogated through an external readout coil electromagnetically coupled to the on-label coil. The interrogation technique is based on the measurement of the reflected impedance at the readout coil to monitor the variations of the resonant frequency of the LC pair on the sensor label. Preliminary tests have demonstrated a temperature sensitivity of 330 Hz/°C from room temperature up to 80°C. The proposed flexible label opens future uses as a cost-effective device for sensing applications in enclosures and packages.

关键词： Temperature measurement Temperature sensors Barium Resonant frequency Frequency measurement Wireless sensor networks

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