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information Systems Design and intelligent Applications 1

丛书名： Advances in intelligent Systems and Computing

1000年

作者： J. K. Mandal Suresh Chandra Satapathy Manas Kumar Sanyal Partha Pratim Sarkar Anirban Mukhopadhyay

ISBN: (数字)9788132222507

ISBN: (纸本)9788132222491

The second international conference on information Systems Design and intelligent Applications (INDIA – 2015) held in Kalyani, India during January 8-9, 2015. The book covers all aspects of information system design, computer science and technology, general sciences, and educational research. Upon a double blind review process, a number of high quality papers are selected and collected in the book, which is composed of two different volumes, and covers a variety of topics, including natural language processing, artificial intelligence, security and privacy, communications, wireless and sensor networks, microelectronics, circuit and systems, machine learning, soft computing, mobile computing and applications, cloud computing, software engineering, graphics and image processing, rural engineering, e-commerce, e-governance, business computing, molecular computing, nano-computing, chemical computing, intelligent computing for GIS and remote sensing, bio-informatics and bio-computing. These fields are not only limited to computer researchers but also include mathematics, chemistry, biology, bio-chemistry, engineering, statistics, and all others in which computer techniques may assist.

关键词： Computational Intelligence Artificial Intelligence Signal, Image and Speech processing

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Review of WSN and Its Quality of Service Parameters Using Nature-Inspired Algorithm 2nd

Review of WSN and Its Quality of Service Parameters Using Na...

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2nd International conference on Innovative Computing and Communication, ICICC 2019

作者： Mahapatra, Cosmena Payal, Ashish Chopra, Meenu University School of Information Communication & Technology Guru Gobind Singh Indraprastha University New Delhi India Vivekananda Institute of Professional Studies Guru Gobind Singh Indraprastha University New Delhi India

ISBN: (纸本)9789811503238

Wireless sensor networks have become the focus of many recent researches focusing on topics like energy optimization, compression schemes, self-organizing network algorithms, routing protocols, quality of service management, security, energy harvesting and many more. The three major concern revolves around efficient energy usage, service quality and security management. To achieve success in these domains, it is imperative to have WSN optimization. Also, in applications like vehicular ad hoc networks and body area sensor networks, there can be conflict between these concerns and hence requires some trade-off. Because of these heavy energy expenditure and data processing needs, there is a requirement to review which WSN-based research has been done for optimizing the same through the use of bio-mimetic strategy-based optimization techniques which encompass numerous optimization algorithms. Thus, this paper reviews the various researches done to optimize quality of service parameters of wireless sensor networks and hence also aims to classify the challenges which are faced by these nature-inspired algorithms in WSN environment and thus identify future scope to consider a more comprehensive approach toward the subject matter. © 2020, Springer Nature Singapore Pte Ltd.

关键词： Quality of service

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Demo Abstract: Fast Feedback Control and Coordination with Mode Changes for Wireless Cyber-Physical Systems

Demo Abstract: Fast Feedback Control and Coordination with M...

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International Symposium on information processing in sensor networks (IPSN)

作者： Fabian Mager Dominik Baumann Romain Jacob Lothar Thiele Sebastian Trimpe Marco Zimmerling TU Dresden MPI for Intelligent Systems ETH Zurich

ISBN: (纸本)9781728107271

This abstract describes the first public demonstration of feedback control and coordination of multiple physical systems over a dynamic multi-hop low-power wireless network with update intervals of tens of milliseconds. Our running system can dynamically change between different sets of application tasks (e.g., sensing, actuation, control) executing on the spatially distributed embedded devices, while closed-loop stability is provably guaranteed even across those so-called mode changes. Moreover, any subset of the devices can move freely, which does not affect closed-loop stability and control performance as long as the wireless network remains connected.

关键词： Wireless communication Wireless sensor networks Spread spectrum communication Feedback control sensors Graphical user interfaces Cyber-physical systems

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Secure wearable and implantable body sensor networks in hazardous environments

Secure wearable and implantable body sensor networks in haza...

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International conference on Data Communication Networking (DCNET)

作者： Mohamed Hamdi Noureddine Boudriga Habtamu Abie Mieso Denko Communications Networks and Security Research Laboratory Ariana Tunisia Norwegian Computing Centre Oslo Norway University of Guelph Ontario Canada

The aim of Wearable and implantable monitoring devices is to collect relevant data from the application-related environment, and transmit this information to the outside world. Modern microelectronics create ever increasing opportunities, but it is still true that sensors form the weakest elements in the entire chain of data collection and processing. The difficulty of deploying smart body sensor networks is exacerbated by the hostile environments in which they are typically installed. In this paper, we propose a novel architecture for wearable and implantable body sensor systems that guarantees both real-time responsiveness and security. We rely on the wavelet packet transform to develop an intelligent session management scheme where a customizable frame structure allows multiplexing the set of sessions between the elementary sensors and the analysis center. We introduce a lightweight identity-based encryption protocol suitable for body smart sensor systems. We also present performance results using simulation experiments.

关键词： intelligent sensors Monitoring Biomedical monitoring Wavelet transforms Cryptography

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An Energy Efficient Cluster-Head Selection for Wireless sensor networks

An Energy Efficient Cluster-Head Selection for Wireless Sens...

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International conference on intelligent Systems, Modelling and Simulation (ISMS)

作者： Ma Chaw Mon Thein Thandar Thein University of Computer Studies Yangon Myanmar

ISBN: (纸本)9781424459841;9780769539737

Recent advances in wireless sensor networks have led to many new protocols specifically designed for sensor networks where energy awareness is an essential consideration. Clustering is a key routing technique used to reduce energy consumption. Clustering sensors into groups, so that sensors communicate information only to cluster-heads and then the cluster-heads communicate the aggregated information to the base station, saves energy and thus prolonging network lifetime. In this paper, we propose an energy efficient cluster-head selection algorithm for adapting clusters and rotating cluster head positions to evenly distribute the energy load among all the nodes. Our proposed model is extended to the LEACH's stochastic cluster-head selection algorithm by modifying the probability of each node to become cluster-head based on remaining energy level of sensor nodes for transmission. Simulation results show that our proposed model could better implement load balance and prolong the lifetime of the network.

关键词： Energy efficiency Wireless sensor networks Clustering algorithms Wireless application protocol Stochastic processes Batteries Routing protocols intelligent sensors Computer networks Energy consumption

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On target tracking with binary proximity sensors

On target tracking with binary proximity sensors

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International Symposium on information processing in sensor networks (IPSN)

作者： W. Kim K. Mechitov J.-Y. Choi S. Ham University of California Santa Cruz Santa Cruz CA USA University of Illinois Urbana-Champaign IL USA

We consider the use of binary proximity sensors for tracking targets. Such sensors provide only 1-bit information regarding a target's presence or absence in their vicinity, albeit with less than 100% reliability. A novel tracking method employing such binary sensors is proposed and its performance in different deployment scenarios evaluated. For a given target, the method utilizes the sensor outputs to estimate individual positions in the path of the target in the near past and finds the line which best fits the path points. This line is then used to estimate the target's current position. A performance study has been conducted through comprehensive simulation using parameters collected from a prototype deployment consisting of wireless micro-sensors with binary acoustic detectors.

关键词： Target tracking Wireless sensor networks sensor phenomena and characterization Costs Acoustic signal detection Computer networks intelligent sensors Robustness Virtual prototyping Acoustic devices

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Real-time data fusion processing of internetted acoustic sensors for tactical applications

Real-time data fusion processing of internetted acoustic sen...

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International conference on Multisensor Fusion and Integration for intelligent Systems (MFI)

作者： D.C. Swanson D.L. Hall The Applied Research Laboratory Pennsylvania State University PA USA

Recent advances in acoustic sensors, microprocessors, local wireless communications, and low-cost global positioning satellite (GPS) receivers allow the creation of acoustic sensor networks for target detection, tracking, and identification. In particular we describe the concept of robust acoustic sensors that exhibit the ability for self-calibration and self-location. Use of such sensors in a wireless, internetted development provides accurate multi-sensor target tracking and classification. This paper describes the concept and design of such sensors and networks. Particular attention is paid to how the environment affects the sensor performance and system performance. Initial simulator results are presented.< >

关键词： Internet Acoustic sensors Target tracking Microprocessors Wireless communication Artificial satellites Global Positioning System Object detection Robustness Wireless sensor networks

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Elliptical Anomalies in Wireless sensor networks

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ACM TRANSACTIONS ON sensor networks 2009年第1期6卷 7-7页

作者： Rajasegarar, Sutharshan Bezdek, James C. Leckie, Christopher Palaniswami, Marimuthu Univ Melbourne Dept Elect & Elect Engn Melbourne Vic 3010 Australia Univ Melbourne Dept Comp Sci & Software Engn NICTA Victoria Res Lab Melbourne Vic 3010 Australia

Anomalies in wireless sensor networks can occur due to malicious attacks, faulty sensors, changes in the observed external phenomena, or errors in communication. Defining and detecting these interesting events in energy-constrained situations is an important task in managing these types of networks. A key challenge is how to detect anomalies with few false alarms while preserving the limited energy in the network. In this article, we define different types of anomalies that occur in wireless sensor networks and provide formal models for them. We illustrate the model using statistical parameters on a dataset gathered from a real wireless sensor network deployment at the Intel Berkeley Research Laboratory. Our experiments with a novel distributed anomaly detection algorithm show that it can detect elliptical anomalies with exactly the same accuracy as that of a centralized scheme, while achieving a significant reduction in energy consumption in the network. Finally, we demonstrate that our model compares favorably to four other well-known schemes on four datasets.

关键词： Algorithms Security Design Performance Elliptical anomalies anomaly detection outlier detection security wireless sensor networks multivariate analysis

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Automatic routing mechanism for data aggregation in wireless sensor networks

Automatic routing mechanism for data aggregation in wireless...

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IEEE International conference on Systems, Man and Cybernetics

作者： Hung-Chi Chu Yong-Hsun Lai Yi-Ting Hsu Graduate Institute of Networking and Communication Engineering Chaoyang University of Technology Taichung Taiwan

To act an appropriate response for intelligent system, it is necessary to obtain sufficient information as possible. Wireless sensor networks technology is one of possible solutions that can provide intelligent system with sensing information of specific task. However, a large number of data transmissions for a long period of time might cause sensor node to lose its functionality. This is because sensor nodes have the restriction of energy, computing capability, and communication bandwidth. Therefore, data aggregation mechanism is one of possible solutions to prolong the life time of sensor nodes. In this paper, we present an automatic routing scheme for data aggregation using geographic information. Clustering the entire interesting field and chaining interesting nodes with " virtual link " of which " virtual path " is composed are proposed. The simulation results show that the proposed method can effective save transmission energy and bandwidth utilization.

关键词： Routing Wireless sensor networks intelligent sensors intelligent systems Bandwidth Wireless communication intelligent networks Temperature sensors Data communication Aggregates

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The preeminence of Fog Computing and IoT enabled Cloud Systems in Health care 3

The preeminence of Fog Computing and IoT enabled Cloud Syste...

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3rd International conference on intelligent Communication Technologies and Virtual Mobile networks, ICICV 2021

作者： Lakshmi, L. Kalyani, A. Naga Satish, G. Naga Swapna, D. Reddy, M. Purushotham BVRIT HYDERABAD College of Engineering for Women Computer Science Engineering Hyderabad India Institute of Aeronautical Engineering Hyderabad Information Technology Hyderabad India

ISBN: (纸本)9780738111834

The advancement of technology in recent years significantly benefits the health care sector. The present computers can process large volumes of health care data related to patients. Wireless sensor networks and wearable sensor devices play a significant role in monitoring the patient's health conditions. They will safeguard them under various risky conditions. Various sensor devices are located geographically at different places. A large volume of amount of data is collected every day. processing, storing in a secure environment, performing some computations on sensitive data, and providing timely responses are the foremost challenges in the health care systems. Scientists suggested that the challenges of the traditional health care approach can be best addressed by fog computing and IoT enabled cloud computing. People also can monitor their health conditions like regular pulse rate monitoring, blood pressure monitoring, oxygen levels, ECGs, and sugar levels through wearable IoT devices. The prediction of the health condition of a person using deep and machine learning techniques using the data collected through wearable IoT is a promising task nowadays. The response time plays a major role as a fraction of seconds delay leads to critical conditions in the health care sector. So the tasks in health care are divided into real-time, less time, and more time taking tasks. Most of the realtime tasks are handling by fog computing layers without transferring the data to the cloud layer which takes more time to give a response to a situation. This paper presents a comprehensive survey of various applications of fog computing in healthcare systems with its challenges and their solutions. It also presents the use of fog computing and data analytics in providing better care, treatment improvement, and enriching patient's satisfaction levels. © 2021 IEEE.

关键词： Fog computing

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