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Detection Quality Aware Deployment Scheme with Heterogeneous sensors 15

Detection Quality Aware Deployment Scheme with Heterogeneous...

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15th IEEE International Symposium on Haptic, Audio and Visual Environments and Games (HAVE)

作者： Bi, Ran Fang, Xiaolin Zheng, Xu Tan, Guozhen Dalian Univ Technol Sch Comp Sci & Technol Dalian Peoples R China Southeast Univ Sch Comp Sci & Technol Dhaka Bangladesh Georgia State Univ Dept Comp Sci Atlanta GA 30303 USA

ISBN: (纸本)9781538609798

Wireless sensor networks enable versatile applications with different types of sensors. Multi-modal data fusion from heterogeneous sensors to achieve better inference and perception for the physical world. Many factors enable sensor data fusion a challenge task, among which nodes deployment is one of the fundamental issues. This paper investigates the problem of seeking optimal deployment scheme for heterogenous sensors with a limited constraint budget. The object of optimizing deployment scheme is to maximize the summation of the detection quality within the given cost constraint. This is a novel deployment problem, since existing works overlook the detection quality and statistical properties of random deployment. The proposed problem is proved to be NP-Complete, and a greedy based polynomial-time algorithm with 1 + 1/e - 1 approximation ratio is given. Experimental results show that the proposed algorithm has better performance.

关键词： Monitoring Event detection Data integration Approximation algorithms sensor fusion

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11th International conference on Innovative Mobile and Internet Services in Ubiquitous Computing, IMIS 2017

11th International Conference on Innovative Mobile and Inter...

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11th International conference on Innovative Mobile and Internet Services in Ubiquitous Computing, IMIS 2017

ISBN: (纸本)9783319615417

The proceedings contain 98 papers. The special focus in this conference is on Innovative Mobile and Internet Services in Ubiquitous Computing. The topics include: Ubiquitous and pervasive computing for real-time energy management and saving;performance evaluation of a deep Q-network based simulation system for actor node mobility control in wireless sensor and actor networks considering different distributions of events;performance analysis of WMNs by WMN-GA simulation system for different WMN architectures and TCP congestion-avoidance algorithms considering exponential and weibull distributions;proposal of traffic accident prevention system with chronological variations of wireless signals and sensors on mobile nodes;simple energy-aware algorithms to selecting a server for storage and computation processes in a cluster;an energy-saving unicast routing protocol in wireless ad-hoc network;performance evaluation of clustering and collaborative filtering algorithms for resource scheduling in a public cloud environment;utilizing augmented reality and wearables in industrial applications;security assessment of the image-based authentication using screen capture tools;monitoring of power transmission lines through wireless sensor networks in smart grid;user comfort oriented residential power scheduling in smart homes;two hop adaptive routing protocol for underwater wireless sensor networks;user satisfaction based home energy management system for smart cities;fuzzy energy management controller for smart homes;analysis of investment relationships between companies and organizations based on knowledge graph;converging human knowledge for opinion mining and indoor navigation system based on augmented reality markers.

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Performance Analysis of End-to-End sensor-to-Cloud Personal Living Platform 8

Performance Analysis of End-to-End Sensor-to-Cloud Personal ...

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8th International conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN) / 7th International conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH)

作者： Goleva, Rossitza Stainov, Rumen Kletnikov, Nikola Achkoski, Jugoslav Mirtchev, Seferin Ganchev, Ivan Savov, Aleksandar Tech Univ Sofia Comicon Ltd Dept Commun Networks Kl Ohridski Blvd 8 Sofia 1756 Bulgaria Univ Appl Sci Appl Comp Sci Dept Fulda Germany Ss Cyril & Methodius Univ Mil Acad Gen Mihailo Apostolski Skopje Fac Comp Sci & Engn Dept Secur Crisis Protect & RequeueFYROM Skopje Macedonia Univ Limerick Limerick Ireland Univ Plovdiv Paisii Hilendarski Plovdiv Bulgaria Comicon Ltd Mladost 4AL Paskalev StrBitov kombinatFl 2 Sofia 1715 Bulgaria

This paper presents a performance analysis of the end-to-end sensor-to-cloud personal living platform. The analysis is based on a typical architecture starting from a single sensor and actuator and continuing to the virtualized services at smart dust, dew, fog and cloud level. The system is diverse and allows interconnection of different sensors/ actuators technologies directly or throughout gateways. The experiments in a living lab presented use energy harvesters and ZigBee PRO sensors. The results from sensor network are applicable for non-real-time and non-critical data connection. As a final conclusion, we claim that for critical and non-critical measurements that need to be supported in a typical living environment there is a necessity to use different priorities of the services and different sensors as well. (c) 2017 The Authors. Published by Elsevier B.V.

关键词： sensor technology cloud performance analysis living lab non-real-time communication critical and non-critical data

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An Optimized fusion Method for Double-Wearable-Wireless-Band Platform on Cloud-Health Application 8th

An Optimized Fusion Method for Double-Wearable-Wireless-Band...

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8th International Symposium on Parallel architectures, algorithms, and Programming (PAAP)

作者： Xu, Wenchao Liu, Yanbo Yang, Yanqin Ning, Xiaoshuang Chu, Tianxing Song, Hongzhi East China Normal Univ Shanghai Peoples R China Texas A&M Univ Corpus Christi Corpus Christi TX 78412 USA

ISBN: (纸本)9789811064425;9789811064418

This paper presents a stable double-wireless-wearable-band platform that can detect hand gestures. The real-time monitoring and control system utilizes an MCU processor, a wireless transceiver, and a commercial three-axis, digital-output MEMS accelerometer. To detect the user's hand movements, a 3D virtual environment is created via a double-wearable-band controller. Compared with a single wearable band, double wearable bands can identify more gestures with improved stability. Performances in terms of control and detection are discussed in detail. This research development allows the user to specify desired two-hand postures using the multi-sensor information fusion technique for controlling a variety of robotic devices. In the system, the defined two-hand postures also allow the user to add freestyle control to various applications, which bridge the communication gap between humans and the systems. Moreover, the integration of the action recognition algorithm of the combination of two bracelets and the server brings out a real-time approach to analyze and make decisions based on the users' data. Therefore, the system can call for help in a timely manner under critical conditions.

关键词： Double wearable wireless band platform Multiple kalman filter fusion Cloud monitoring health platform

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11th International conference on Ubiquitous Information Technologies and applications, CUTE 2016

11th International Conference on Ubiquitous Information Tech...

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11th International conference on Ubiquitous Information Technologies and applications, CUTE 2016

ISBN: (纸本)9789811030222

The proceedings contain 171 papers. The special focus in this conference is on Ubiquitous Information Technologies and applications. The topics include: Design and development of a robotic arm for rehabilitation and training;intelligent food distribution monitoring system;real-time dynamic motion capture using multiple kinects;SOA based equipment data management system for smart factory;the problem analysis of specific personal information protection assessment in Japan case;using a fine-grained hybrid feature for malware similarity analysis;finding comfortable settings of snake game using game refinement measurement;initialization of software defined wireless bacteria-inspired network platform;an extension of QSL for E-voting systems;a clustered index structure for efficient sequential access;performance analysis of tree-based algorithms for incremental high utility pattern mining;EPD noticeboard for posting multiple information;resource pooling mechanism for mobile cloud computing service;a comparison of data mining methods in analyzing educational data;survey of MCC architectures for computing service;drone classification by available control distances;platform independent workflow mechanism for bigdata analytics;water surface simulation based on perlin noise and secondary distorted textures;restoration method for satellite image based on content-aware reciprocal cell pool;classification algorithms for privacy preserving in data mining: a survey;a secure system framework for an agricultural IoT application;localization technology in wireless sensor networks using RSSI and LQI;a user empirical context model for a smart home simulator and a study of malicious code classification system using minhash in network quarantine using SDN.

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Performance evaluation on contour extraction using Hough transform and RANSAC for multi-sensor data fusion applications in industrial food inspection

Performance evaluation on contour extraction using Hough tra...

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20th IEEE conference on Signal Processing - algorithms, architectures, Arrangements, and applications (SPA)

作者： Kroeger, M. Sauer-Greff, W. Urbansky, R. Lorang, M. Siegrist, M. Univ Kaiserslautern Chair Commun Engeneering Kaiserslautern Germany WIPOTEC GmbH Kaiserslautern Germany

ISBN: (纸本)9788362065271

For multi-sensor data fusion applications the accurate alignment of different sensor data is essential for the proper combination of matching features. In food inspection system the boxing often is in a rectangular shape. This knowledge can be used to rectify the image data, an important step in the alignment stage. In case of low contrast between boxing and background, the detected contour may differ significantly from the actual values. In this paper the performance of the Hough transform and the RANdom SAmple Consensus (RANSAC)-algorithm are evaluated relating to the correct extraction of the boxing contour out of contour data distorted by position errors of the outer shape. The evaluation results indicate the superiority of the RANSAC algorithm with respect to scalability, robustness and execution time.

关键词： Hough transforms

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Ultrasonic Level Scanning for Monitoring Mass Flow of Complex Fluids in Open Channels - A novel sensor fusion approach using AI techniques 16

Ultrasonic Level Scanning for Monitoring Mass Flow of Comple...

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16th IEEE sensorS conference

作者： Chhantyal, Khim Viumdal, Hakon Mylvaganam, Saba Univ Coll Southeast Norway Fac Technol Nat Sci & Maritime Sci Kjolnes Ring 56 N-3918 Porsgrunn Norway

ISBN: (纸本)9781509010127

Open channel flow of complex fluids is found in many offshore applications and is currently monitored using Coriolis meters (good uncertainty with an expensive device) and simple paddle meters (very poor uncertainty). Recent publications in IEEE by the current authors indicate that the flow of complex fluids in open channels can be estimated by level measurements in the open channel by scanning the surface of the fluids in the open channel with an array of ultrasonic sensors. Complex fluids possess rheological properties dependent on flow, density, pipe dimensions etc. As an interesting industrial application of different types of sensors, this paper presents the basic configuration of the sensors used in a pilot scale study with some selected samples of complex fluids. A comparison of the performances of the sensors using coefficient of variations (CV) with respect to the mean values of the measurands is given as a preamble before using them in the final mass flow estimation. The group on multiphase studies in USN recently used various statistical parameters in the identification of flow regimes in multiphase flow studies as reported in the IEEE sensors Community. In addition, the measurand values are filtered using different algorithms. The flow in the open channel is estimated using a Radial Basis Neural Network (RBNN) with the levels from the ultrasonic scanning array as inputs and the mass flow as output. The paper summarizes the findings with some indications of their implications to the offshore and other industries.

关键词： Acoustics Ultrasonic variables measurement Level measurement Meters Channel estimation Time series analysis Weight measurement

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An Optimized fusion Method for Double-wearable-wireless-band Platform on Remote Controller

An Optimized Fusion Method for Double-wearable-wireless-band...

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IEEE International conference on Agents (IEEE-ICA)

作者： Xu, Wenchao Liu, Yanbo Yang, Yanqin Liu, Xiaolei Hu, Bai Chu, Tianxing Song, Hongzhi East China Normal Univ Shanghai Key Lab Multidimens Informat Proc Shanghai Peoples R China Texas A&M Univ Conrad Blucher Inst Surveying & Sci Corpus Christi TX 78412 USA

ISBN: (纸本)9781538607688

This paper presents a stable double-wireless wearable-band platform that can detect hand gesture using a wearable wireless sensor platform with a digital accelerometer. The real-time monitoring and control system utilizes an MCU, a Bluetooth transceiver, and a commercial three-axis, digital-output MEMS accelerometer. It is a fairly recent research development to allow the user to specify desired double hand postures for controlling a variety of robotic devices. Compared with a single wearable band, double wearable bands can identify more gestures with improved stability. To detect the user's hand movements, a 3D virtual environment is created via a double wearable band controller. In the system, the defined two-hand postures also allow the user to add control elements to various applications, which bridge the gap between humans and the systems.

关键词： Estimation Field programmable gate arrays OFDM Modulation Filtration Clocks Signal processing algorithms

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PASES: Combining radar and video sensing for improved pedestrian safety

PASES: Combining radar and video sensing for improved pedest...

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conference on Multisensor, Multisource Information fusion - architectures, algorithms, and applications

作者： Chenault, David B. Edmondson, Richard P. Polaris Sensor Technol Inc 200 West Side SqSuite 320 Huntsville AL 35801 USA

ISBN: (纸本)9781510601130

Polaris sensor Technologies reports on the development of Pedestrian Automated System for Enforcement and Safety (PASES), a radar and video based system used to monitor vehicle and pedestrian traffic with the intent of improving pedestrian safety. Data is fused from a system of multiple sensors and multiple sensor modalities to identify vehicular violations of pedestrian right of way. A focus was placed on the selection of low cost COTS sensors to make the system more widely available to state and local DOTs with limited budgets. applications include automated enforcement, adaptive traffic control, and improved intersection and crosswalk design based on high quality data available for traffic engineering. We discuss early results with high fidelity sensors, and the performance trades made in order to make the system affordable. A discussion of the system processing architecture is included which highlights the treatment of each sensor data type, and the means of combining the processed data products into state information related to traffic incidents involving vehicles and pedestrians.

关键词： Pedestrian radar video tracking sensor fusion

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In-network stochastic consensus for WSN surveillance applications

In-network stochastic consensus for WSN surveillance applica...

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International conference on Electronics, Computers and Artificial Intelligence (ECAI)

作者： Cristian Dragana Viorel Mihai Grigore Stamatescu Dan Popescu Department of Automatic Control and Industrial Informatics University Politehnica of Bucharest Bucharest Romania

Surveillance applications require reliable monitoring system architectures and cost-efficient innetwork data processing mechanisms able to provide effective information extraction for event tracking. Wireless sensor Networks (WSNs) appear to be the most suitable technology due to some well known benefits and the rapid development of embedded devices. Current research is mostly focused on improving and developing new decentralized sensor fusion schemes able to overcome the limitations introduced by the battery operated sensor nodes, but most of the time evaluating the proposed algorithms is performed with a serious lack of precise channel modeling. To close this gap, we provide a stochastic consensus implementation for lossy wireless networks comprising fixed and mobile sensor nodes, as a heterogeneous surveillance system based on ground sensor nodes and UAVs (Unmanned Aerial Vehicles). We developed a simulation framework tailored for fixed and mobile sensor nodes and we are able to evaluate the performance of consensus algorithms from a comparative standpoint, considering deterministic and probabilistic packet propagation models described by common models such as Free Space and Nakagami models. In this paper, we consider a complex in-network adaptive estimation using the distributed least-mean square algorithm tailored for WSN. We perform a mean-square error (MSE) performance analysis for both deterministic and probabilistic propagation models.

关键词： Wireless sensor networks Wireless communication Probabilistic logic Surveillance Adaptation models Bridges Stochastic processes

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