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Neuro-PID adaptive control scheme for blood pressure regulation

Neuro-PID adaptive control scheme for blood pressure regulat...

引用

International Conference on Software, Knowledge Information, Industrial Management and Applications (SKIMA)

作者： S Enbiya A. Hossain F. Mahieddine School of Computing Informatics and Media University of Bradford Bradford UK School of Computing Engineering and Information Sciences Northumbria University UK School of Engineering Design and Technology University of Bradford Bradford UK

Control of physiological states such as mean arterial pressure (MAP) has been successfully achieved using single drug by different control algorithms. Multi-drug delivery demonstrates a significantly challenging task as compared to control with a single-drug. Also the patient's sensitivity to the drugs varies from patient to patient. Therefore, the implementation of adaptive controller is very essential to improve the patient care in order to reduce the workload of healthcare staff and costs. This paper presents the design and implementation of a Proportional Integral Derivative controller (PID) using neural network based parameter tuning mechanism to regulate mean arterial pressure and cardiac output (CO) by administering vasoactive and inotropic drugs that are sodium nitroprusside (SNP) and dopamine (DPM) respectively. The parameters of PID controller were optimised offline using Simulink Response Optimization tool. The proposed Neuro-PID controller has been implemented, tested and verified to demonstrate its merits and capabilities as compared to the existing approaches to cover wide range of patients.

关键词： Drugs Blood pressure Adaptation models Mathematical model Sensitivity Control systems Adaptive control

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Performance Design and Analysis of Handoff in Hierarchical Wireless Networks

Performance Design and Analysis of Handoff in Hierarchical W...

引用

IEEE International Conference on Trust, Security and Privacy in computing and Communications (TrustCom)

作者： Z. Zabanoot G. Min Information Technology Department German University of Technology in Oman Muscat Oman Department of Computing School of Informatics University of Bradfor Bradford UK

The sustained increase in users and the request for advanced services are some of the key motivations for considering the designing of Hierarchical Cellular Networks (HCN). HCN can provide high system capacity, efficient channel utilisation, and an inherent load-balancing capability. In this type of system, calls blocked in a microcell flow over to an overlay macrocell. In this paper, a two layer macrocell/microcell HCN system model is considered. Performance models for microcells and macrocell are developed through the use of 1-D and 2-D markov process, respectively. In the proposed CAC, the HCN system supports both fast and slow mobility users. The macrocells handle the fast-mobility users while the microcells serve the slow-mobility users. In the microcells, a combination of sub-rating, call bounding and handoff queueing schemes have been used, while in the macrocell the call bounding scheme has been used. The results show that the proposed scheme reduces both the dropping probability of handoff calls and the blocking probability of new calls. The effect of sub-rating in the microcell on the voice quality is also studied, and the results show that the voice quality will degrade when the number of channels sub-rated is increased, and voice quality can be improved by increasing the number of microcells.

关键词： Microcell networks Macrocell networks Degradation Analytical models Computer architecture Numerical models

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Transitioning BioVLab cloud workbench to a science gateway 11

Transitioning BioVLab cloud workbench to a science gateway

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Proceedings of the 2011 TeraGrid Conference: Extreme Digital Discovery

作者： Marru, Suresh Chae, Heejoon Tangchaisin, Patanachai Kim, Sun Pierce, Marlon Nephew, Kenneth Pervasive Technology Institute 2719 East 10th Street Bloomington IN 47408 United States School of Informatics and Computing 150 S. Woodlawn Ave Bloomington IN 47405 United States School of Medicine 1001 E 3rd St Bloomington IN 47405 United States

ISBN: (纸本)9781450308885

BioVLab gateway is built upon Open Gateway computing Environments and is currently used as reconfigurable cloud computing workbench. In this talk, we will discuss the new directions towards a TeraGrid Science Gateway and experiences and technical challenges in migrating a Cloud workbench Grid based science gateway. © 2011 Authors.

关键词： TeraGrid science gateways cloud computing bioinformatics OGCE workflows suite cancer research

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Cloud testing tools

Cloud testing tools

引用

6th IEEE International Symposium on Service-Oriented System Engineering, SOSE 2011

作者： Bai, Xiaoying Li, Muyang Chen, Bin Tsai, Wei-Tek Gao, Jerry Department of Computer Science and Technology TNList Tsinghua University Beijing China SKLSDE Beijing University of Aeronautics and Astronautics Beijing China School of Computing Informatics and Decision Systems Engineering Arizona State University United States Department of Computer Science and Technology San Jose State University United States

ISBN: (纸本)9781467304108

Cloud platform provides an infrastructure for resource sharing, software hosting and service delivering in a pay-per-use approach. To test the cloud-based software systems, techniques and tools are necessary to address unique quality concerns of the cloud infrastructure such as massive scalability and dynamic configuration. The tools can also be built on the cloud platform to benefit from virtualized platform and services, massive resources, and parallelized execution. The paper makes a survey of representative approaches and typical tools for cloud testing. It identifies the needs for cloud testing tools including multi-layer testing, SLA-based testing, large scale simulation, and on-demand test environment. To address the needs, it investigates the new architecture and techniques for designing testing tools for the cloud and in the cloud. Tool implementations are surveyed considering different approaches including migrated conventional tools, research tools, commercial tools and facilities like benchmark and testbed. Based on the analysis of state-of-the-art practices, the paper further investigates future trend of testing tool research and development from both capability and usability perspectives. © 2011 IEEE.

关键词： Surveys

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A degree centrality in multi-layered social network

A degree centrality in multi-layered social network

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International Conference on Computational Aspects of Social Networks, CASON

作者： Piotr Bródka Krzysztof Skibicki Przemysław Kazienko Katarzyna Musiał Institute of Informatics WrocBaw University of Technology Wroclaw Poland School of Design Engineering & Computing Bournemouth University Dorset UK

Multi-layered social networks reflect complex relationships existing in modern interconnected IT systems. In such a network each pair of nodes may be linked by many edges that correspond to different communication or collaboration user activities. Multi-layered degree centrality for multi-layered social networks is presented in the paper. Experimental studies were carried out on data collected from the real Web 2.0 site. The multi-layered social network extracted from this data consists of ten distinct layers and the network analysis was performed for different degree centralities measures.

关键词： Social network services Histograms Educational institutions Humans Data structures Computational modeling Collaboration

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Provably secure role-based encryption with revocation mechanism

Provably secure role-based encryption with revocation mechan...

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作者： Zhu, Yan Hu, Hong-Xin Ahn, Gail-Joon Wang, Huai-Xi Wang, Shan-Biao Institute of Computer Science and Technology Peking University Beijing 100871 China Beijing Key Laboratory of Internet Security Technology Peking University Beijing 100871 China School of Computing Informatics and Decision Systems Engineering Arizona State University Tempe AZ 85287 United States 4School of Mathematical Sciences Peking University Beijing 100871 China

Role-Based Encryption (RBE) realizes access control mechanisms over encrypted data according to the widely adopted hierarchical RBAC model. In this paper, we present a practical RBE scheme with revocation mechanism based on partial-order key hierarchy with respect to the public key infrastructure, in which each user is assigned with a unique private-key to support user identification, and each role corresponds to a public group-key that is used to encrypt data. Based on this key hierarchy structure, our RBE scheme allows a sender to directly specify a role for encrypting data, which can be decrypted by all senior roles, as well as to revoke any subgroup of users and roles. We give a full proof of security of our scheme against hierarchical collusion attacks. In contrast to the existing solutions for encrypted file systems, our scheme not only supports dynamic joining and revoking users, but also has shorter ciphertexts and constant-size decryption keys. © 2011 Springer Science+Business Media, LLC & Science Press, China.

关键词： Access control

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Act collectively: Opportunities for technologies to support low-income children with asthma

Act collectively: Opportunities for technologies to support ...

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25th BCS onference on Human Computer Interaction, HCI 2011

作者： Jeong, Hee Young Hayes, Gillian R. Yun, Tae-Jung Sung, Ja-Young Abowd, Gregory D. Arriaga, Rosa I. School of Interactive Computing Georgia Institute of Technology 85 5th Street NW Atlanta GA 30332 United States Department of Informatics Donald Bren School of Information and Computer Science University of California Irvine Donald Bren Hall 5042 Irvine CA 92697-3440 United States

Asthma is one of the most common childhood chronic diseases in the world, and the nature of paediatric asthma management inherently requires intense collaborative care. In this paper, we report the results of a multi-method qualitative inquiry aimed at understanding paediatric asthma management and the potential for technologies to support low-income families. Our findings highlight three themes around the challenges to managing paediatric asthma faced by low-income families in the US: information sharing about environmental triggers, health communication and coordination, and the need for social support. Additionally, we critique existing solutions in light of the needs of families and suggest new avenues for designing for effective asthma management.

关键词： Pediatrics

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Socially relevant simulation games: A design study 11

Socially relevant simulation games: A design study

引用

19th ACM International Conference on Multimedia ACM Multimedia 2011, MM'11

作者： Tadayon, Ramin Amresh, Ashish Burleson, Winslow College of Technology and Innovation Arizona State University 7001 East Williams Field Road Mesa AZ 85212 United States School of Computing Informatics and Decision Systems Engineering Arizona State University 699 South Mill Avenue Tempe AZ 85281 United States

ISBN: (纸本)9781450306164

Socially Relevant Simulation Games (SRSG), a new medium for social interaction, based on real-world skills and skill development, creates a single gaming framework that connects both serious and casual players. Through a detailed case study this paper presents a design process and framework for SRSG, in the context of mixed-reality golf swing simulations. The SRSG, entitled "World of Golf", utilizes a realtime expert system to capture, analyze, and evaluate golf swing metrics. The game combines swing data with players'backgrounds, e.g., handicaps, to form individual profiles. These profiles are then used to implement a golf simulation game using artificially controlled agents who inherit the skill levels of their corresponding human users. The simulation and assessment modules provide the serious player with tools to build golf skills while allowing casual players to engage within a simulated social world. A framework that incorporates simulated golf competitions among these social agents is presented and validated by comparing the usage statistics of 10 PGA Golf Management (PGM) students with 10 non-professional students. Copyright 2011 ACM.

关键词： Golf

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Design of a robot cloud center

Design of a robot cloud center

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International Workshop on Assurance in Distributed Systems and Networks

作者： Du, Zhihui Yang, Weiqiang Chen, Yinong Sun, Xin Wang, Xiaoying Xu, Chen Tsinghua National Laboratory for Information Science and Technology Department of Computer Science and Technology Tsinghua University 100084 Beijing China School of Software and Microelectronics Peking University 102600 Beijing China School of Computing Informatics and Decision Systems Engineering Arizona State University Tempe AZ 85287 United States Department of Computer Technology and Application Qinghai University Xining Qinghai 810016 China International School Beijing University of Posts and Telecommunications 102209 Beijing China

ISBN: (纸本)9780769543499

Service-oriented architecture and cloud computing have become the prevalent computing paradigm. In this paradigm, computing resources can be accessed like other utility services available in today's society. In the meantime, robotics applications are joining the trend. More and more robot applications are shifting from manufacture to non-manufacture and service industries. However, for the on-demand supply of the large-scale heterogeneous robots, It is still a problem have not yet been studied, including the fundamental management and efficiency issues in using of these resources. In this paper, we design a framework of "Robot Cloud Center" (RCC) following the general cloud computing paradigm to address the current limitations in capacity and versatility of robotic applications. In this framework, a robot can be provided as a service just like a public utility service so that everyone can access the powerful robotic services easily, efficiently, and cheaply. Based on a given scenario, a robot scheduling algorithm in RCC is proposed to take advantage of the heterogeneous robot resources to meet the end user's requirement with the minimum cost.

关键词： Robot programming

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Role-Based Access-Control Using Reference Ontology in Clouds

Role-Based Access-Control Using Reference Ontology in Clouds

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International Symposium on Autonomous Decentralized Systems (ISADAS)

作者： Wei-Tek Tsai Qihong Shao Department of Computer Science and Technology Tsinghua University China School of Computing Informatics and Decision Systems Engineering Arizona State University USA

In cloud computing, security is an important issue due to the increasing scale of users. Current approaches to access control on clouds do not scale well to multi-tenancy requirements because they are mostly based on individual user IDs at different granularity levels. However, the number of users can be enormous and causes significant overhead in managing security. RBAC (Role-Based Access Control) is attractive because the number of roles is significantly less, and users can be classified according to their roles. This paper proposes a RBAC model using a role ontology for Multi-Tenancy Architecture (MTA) in clouds. The ontology is used to build up the role hierarchy for a specific domain. Ontology transformation operations algorithms are provided to compare the similarity of different ontology. The proposed framework can ease the design of security system in cloud and reduce the complexity of system design and implementation.

关键词： Ontologies Cloud computing Permission Companies Authorization

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