Secure Multiuser Multiple Amplify-and-Forward Relay Networks in Presence of Multiple Eavesdroppers

In this paper, we study the information-theoretical security of a downlink multiuser cooperative relaying network with multiple intermediate amplify-and-forward (AF) relays, where there exist multiple eavesdroppers which can overhear the message. To prevent the wiretap and strength the network security, we select one best relay and user pair, so that the selected user can receive the message from the base station assisted by the selected relay. The relay and user selection is performed by maximizing the ratio of the received signal-to-noise ratio (SNR) at the user to the eavesdroppers, which is based on both the main and eavesdropper links. For the considered system, we derive the closed-form expression of the secrecy outage probability, and provide the asymptotic expression in high main-to-eavesdropper ratio (MER) region. From the asymptotic analysis, we can find that the system diversity order is equivalent to the number of relays regardless of the number of users and eavesdroppers.

Secure Multiuser Communications in Multiple Amplify-and-Forward Relay Networks

This paper proposes relay selection in order to increase the physical layer security in multiuser cooperative relay networks with multiple amplify-and-forward (AF) relays, in the presence of multiple eavesdroppers. To strengthen the network security against eavesdropping attack, we present three criteria to select the best relay and user pair. Specifically, criterion I and II study the received signal-to-noise ratio (SNR) at the receivers, and perform the selection by maximizing the SNR ratio of the user to the eavesdroppers. To this end, criterion I relies on both the main and eavesdropper links, while criterion II relies on the main links only. Criterion III is the standard max-min selection criterion,
which maximizes the minimum of the dual-hop channel gains of main links. For the three selection criteria, we examine the system secrecy performance by deriving the analytical expressions for the secrecy outage probability. We also derive the asymptotic analysis for the secrecy outage probability with high main-to eavesdropper ratio (MER). From the asymptotic analysis, an interesting observation is reached: for each criterion, the system diversity order is equivalent to the number of relays regardless of the number of users and eavesdroppers.

Efficient Marginal Likelihood Computation for Gaussian Process Regression

In a Bayesian learning setting, the posterior distribution of a predictive model arises from a trade-off between its prior distribution and the conditional likelihood of observed data. Such distribution functions usually rely on additional hyperparameters which need to be tuned in order to achieve optimum predictive performance; this operation can be efficiently performed in an Empirical Bayes fashion by maximizing the posterior marginal likelihood of the observed data. Since the score function of this optimization problem is in general characterized by the presence of local optima, it is necessary to resort to global optimization strategies, which require a large number of function evaluations. Given that the evaluation is usually computationally intensive and badly scaled with respect to the dataset size, the maximum number of observations that can be treated simultaneously is quite limited. In this paper, we consider the case of hyperparameter tuning in Gaussian process regression. A straightforward implementation of the posterior log-likelihood for this model requires O(N^3) operations for every iteration of the optimization procedure, where N is the number of examples in the input dataset. We derive a novel set of identities that allow, after an initial overhead of O(N^3), the evaluation of the score function, as well as the Jacobian and Hessian matrices, in O(N) operations. We prove how the proposed identities, that follow from the eigendecomposition of the kernel matrix, yield a reduction of several orders of magnitude in the computation time for the hyperparameter optimization problem. Notably, the proposed solution provides computational advantages even with respect to state of the art approximations that rely on sparse kernel matrices.

Monte Carlo calculations of quantum yield in inhomogeneous PtSi/p-Si Schottky barriers

Monte Carlo calculations of quantum yield in PtSi/p-Si infrared detectors are carried out taking into account the presence of a spatially distributed barrier potential. In the 1-4 mu m wavelength range it is found that the spatial inhomogeneity of the barrier has no significant effect on the overall device photoresponse. However, above lambda = 4.0 mu m and particularly as the cut-off wavelength (lambda approximate to 5.5 mu m) is approached, these calculations reveal a difference between the homogeneous and inhomogeneous barrier photoresponse which becomes increasingly significant and exceeds 50% at lambda = 5.3 mu m. It is, in fact, the inhomogeneous barrier which displays an increased photoyield, a feature that is confirmed by approximate analytical calculations assuming a symmetric Gaussian spatial distribution of the barrier. Furthermore, the importance of the silicide layer thickness in optimizing device efficiency is underlined as a trade-off between maximizing light absorption in the silicide layer and optimizing the internal yield. The results presented here address important features which determine the photoyield of PtSi/Si Schottky diodes at energies below the Si absorption edge and just above the Schottky barrier height in particular.

Identifying PV module mismatch faults by a thermography-based temperature distribution analysis

Photovoltaic (PV) solar power generation is proven to be effective and sustainable but is currently hampered by relatively high costs and low conversion efficiency. This paper addresses both issues by presenting a low-cost and efficient temperature distribution analysis for identifying PV module mismatch faults by thermography. Mismatch faults reduce the power output and cause potential damage to PV cells. This paper first defines three fault categories in terms of fault levels, which lead to different terminal characteristics of the PV modules. The investigation of three faults is also conducted analytically and experimentally, and maintenance suggestions are also provided for different fault types. The proposed methodology is developed to combine the electrical and thermal characteristics of PV cells subjected to different fault mechanisms through simulation and experimental tests. Furthermore, the fault diagnosis method can be incorporated into the maximum power point tracking schemes to shift the operating point of the PV string. The developed technology has improved over the existing ones in locating the faulty cell by a thermal camera, providing a remedial measure, and maximizing the power output under faulty conditions.

Epidermolysis bullosa:evidence for linkage to genetic markers on chromosome 1 in a family with the autosomal dominant simplex form

DNA from members of a three-generation pedigree of Irish origin, displaying an autosomal dominant simplex form of epidermolysis bullosa of the epidermolytic, simplex, or Koebner variety (EBS2), was analyzed for linkage with a set of markers derived from the long arm of chromosome 1. Two-point analysis revealed positive lod scores for five of these markers, AT3 (Z = 2.107, theta = 0), APOA2 (Z = 1.939, theta = 0.15), D1S66 (Z = 1.204, theta = 0), D1S13 (Z = 1.026, theta = 0.15), and D1S65 (Z = 0.329, theta = 0.15). Multilocus analysis, incorporating the markers D1S19, D1S16, D1S13, APOA2, D1S66, AT3, and D1S65, resulted in a lod score of 3 maximizing at AT3. These data strongly support previous tentative indications of linkage between EBS2 and genetic markers on the long arm of chromosome 1.

Autosomal dominant retinitis pigmentosa (ADRP):localization of an ADRP gene to the long arm of chromosome 3

Members of a large pedigree of Irish origin presenting with early onset Type I autosomal dominant retinitis pigmentosa (ADRP) have been typed for D3S47 (C17), a polymorphic marker from the long arm of chromosome 3. Significant, tight linkage of ADRP to D3S47, with a lod score of 14.7 maximizing at 0.00 recombination, has been obtained, hence localizing the ADRP gene (RP1) segregating in this pedigree to 3q.

Factors that impact on the use of mechanical ventilation weaning protocols in critically ill adults and children: a qualitative-evidence synthesis

Background:
Prolonged mechanical ventilation is associated with a longer intensive care unit (ICU) length of stay and higher mortality. Consequently, methods to improve ventilator weaning processes have been sought. Two recent Cochrane systematic reviews in ICU adult and paediatric populations concluded that protocols can be effective in reducing the duration of mechanical ventilation, but there was significant heterogeneity in study findings. Growing awareness of the benefits of understanding the contextual factors impacting on effectiveness has encouraged the integration of qualitative evidence syntheses with effectiveness reviews, which has delivered important insights into the reasons underpinning (differential) effectiveness of healthcare interventions.

Objectives:
1. To locate, appraise and synthesize qualitative evidence concerning the barriers and facilitators of the use of protocols for weaning critically-ill adults and children from mechanical ventilation;

2. To integrate this synthesis with two Cochrane effectiveness reviews of protocolized weaning to help explain observed heterogeneity by identifying contextual factors that impact on the use of protocols for weaning critically-ill adults and children from mechanical ventilation;

3. To use the integrated body of evidence to suggest the circumstances in which weaning protocols are most likely to be used.

Search methods:
We used a range of search terms identified with the help of the SPICE (Setting, Perspective, Intervention, Comparison, Evaluation) mnemonic. Where available, we used appropriate methodological filters for specific databases. We searched the following databases: Ovid MEDLINE, Embase, OVID, PsycINFO, CINAHL Plus, EBSCOHost, Web of Science Core Collection, ASSIA, IBSS, Sociological Abstracts, ProQuest and LILACS on the 26th February 2015. In addition, we searched: the grey literature; the websites of professional associations for relevant publications; and the reference lists of all publications reviewed. We also contacted authors of the trials included in the effectiveness reviews as well as of studies (potentially) included in the qualitative synthesis, conducted citation searches of the publications reporting these studies, and contacted content experts.

We reran the search on 3rd July 2016 and found three studies, which are awaiting classification.

Selection criteria:
We included qualitative studies that described: the circumstances in which protocols are designed, implemented or used, or both, and the views and experiences of healthcare professionals either involved in the design, implementation or use of weaning protocols or involved in the weaning of critically-ill adults and children from mechanical ventilation not using protocols. We included studies that: reflected on any aspect of the use of protocols, explored contextual factors relevant to the development, implementation or use of weaning protocols, and reported contextual phenomena and outcomes identified as relevant to the effectiveness of protocolized weaning from mechanical ventilation.

Data collection and analysis:
At each stage, two review authors undertook designated tasks, with the results shared amongst the wider team for discussion and final development. We independently reviewed all retrieved titles, abstracts and full papers for inclusion, and independently extracted selected data from included studies. We used the findings of the included studies to develop a new set of analytic themes focused on the barriers and facilitators to the use of protocols, and further refined them to produce a set of summary statements. We used the Confidence in the Evidence from Reviews of Qualitative Research (CERQual) framework to arrive at a final assessment of the overall confidence of the evidence used in the synthesis. We included all studies but undertook two sensitivity analyses to determine how the removal of certain bodies of evidence impacted on the content and confidence of the synthesis. We deployed a logic model to integrate the findings of the qualitative evidence synthesis with those of the Cochrane effectiveness reviews.

Main results:
We included 11 studies in our synthesis, involving 267 participants (one study did not report the number of participants). Five more studies are awaiting classification and will be dealt with when we update the review.

The quality of the evidence was mixed; of the 35 summary statements, we assessed 17 as ‘low’, 13 as ‘moderate’ and five as ‘high’ confidence. Our synthesis produced nine analytical themes, which report potential barriers and facilitators to the use of protocols. The themes are: the need for continual staff training and development; clinical experience as this promotes felt and perceived competence and confidence to wean; the vulnerability of weaning to disparate interprofessional working; an understanding of protocols as militating against a necessary proactivity in clinical practice; perceived nursing scope of practice and professional risk; ICU structure and processes of care; the ability of protocols to act as a prompt for shared care and consistency in weaning practice; maximizing the use of protocols through visibility and ease of implementation; and the ability of protocols to act as a framework for communication with parents.

Authors' conclusions:
There is a clear need for weaning protocols to take account of the social and cultural environment in which they are to be implemented. Irrespective of its inherent strengths, a protocol will not be used if it does not accommodate these complexities. In terms of protocol development, comprehensive interprofessional input will help to ensure broad-based understanding and a sense of ‘ownership’. In terms of implementation, all relevant ICU staff will benefit from general weaning as well as protocol-specific training; not only will this help secure a relevant clinical knowledge base and operational understanding, but will also demonstrate to others that this knowledge and understanding is in place. In order to maximize relevance and acceptability, protocols should be designed with the patient profile and requirements of the target ICU in mind. Predictably, an under-resourced ICU will impact adversely on protocol implementation, as staff will prioritize management of acutely deteriorating and critically-ill patients.

Cell Coverage Optimization for the Multicell Massive MIMO Uplink

We investigate the cell coverage optimization problem for the massive multiple-input multiple-output (MIMO) uplink. By deploying tilt-adjustable antenna arrays at the base stations, cell coverage optimization can become a promising technique which is able to strike a compromise between covering cell-edge users and pilot contamination suppression. We formulate a detailed description of this optimization problem by maximizing the cell throughput, which is shown to be mainly determined by the user distribution within several key geometrical regions. Then, the formulated problem is applied to different example scenarios: for a network with hexagonal shaped cells and uniformly distributed users, we derive an analytical lower bound of the ergodic throughput in the objective cell, based on which, it is shown that the optimal choice for the cell coverage should ensure that the coverage of different cells does not overlap; for a more generic network with sectoral shaped cells and non-uniformly distributed users, we propose an analytical approximation of the ergodic throughput. After that, a practical coverage optimization algorithm is proposed, where the optimal solution can be easily obtained through a simple one-dimensional line searching within a confined searching region. Our numerical results show that the proposed coverage optimization method is able to greatly increase the system throughput in macrocells for the massive MIMO uplink transmission, compared with the traditional schemes where the cell coverage is fixed.

I/Q imbalance in AF dual-hop relaying: Performance analysis in Nakagami-m fading

We analyze the performance of amplify-and-forward dual-hop relaying systems in the presence of in-phase and quadrature-phase imbalance (IQI) at the relay node. In particular, an exact analytical expression for and tight lower bounds on the outage probability are derived over independent, non-identically distributed Nakagami-m fading channels. Moreover, tractable upper and lower bounds on the ergodic capacity are presented at arbitrary signal-to-noise ratios (SNRs). Some special cases of practical interest (e.g., Rayleigh and Nakagami-0.5 fading) are also studied. An asymptotic analysis is performed in the high SNR regime, where we observe that IQI results in a ceiling effect on the signal-to-interference-plus-noise ratio (SINR), which depends only on the level of I/Q impairments, i.e., the joint image rejection ratio. Finally, the optimal I/Q amplitude and phase mismatch parameters are provided for maximizing the SINR ceiling, thus improving the system performance. An interesting observation is that, under a fixed total phase mismatch constraint, it is optimal to have the same level of transmitter (TX) and receiver (RX) phase mismatch at the relay node, while the optimal values for the TX and RX amplitude mismatch should be inversely proportional to each other.

Preparação e caracterização de materiais com constante dieléctrica colossal baseados em CCTO

A procura de materiais com elevada constante dieléctrica (E’) motivou nos últimos anos uma intensa pesquisa neste domínio. Entre as várias aplicações destes materiais destacam-se os dispositivos de memória baseados em componentes capacitivos, como as DRAM, em que o valor da constante dieléctrica estática (Es) determina o seu nível de miniaturização. Entre estes materiais, o CaCu3Ti4O12 (CCTO) tem sido apontado como sendo bastante interessante na perspectiva das aplicações tecnológicas e do ponto de vista científico. O CCTO tem a estrutura da perovsquite, apresentando valores elevados de E’ e uma grande estabilidade numa vasta gama de temperaturas (100 – 400 K) e frequências (100 Hz – 1 MHz). Contudo, as elevadas perdas dieléctricas (tan ) têm sido um entrave à sua aplicação tecnológica. Neste trabalho foram preparados materiais derivados do CCTO pelos métodos de reacção do estado sólido, sol-gel e fusão de zona com laser, com o principal objectivo de optimizar as amostras preparadas ao nível estrutural e morfológico, de modo a reduzir tan e aumentar a gama de frequências na qual se verifique E’colossal. Do ponto de vista da sua caracterização estrutural e morfológica usaram-se técnicas de difracção de raios X, microscopia electrónica de varrimento, espectroscopia de dispersão de raios X e espectroscopia de Raman. Para a caracterização eléctrica foram medidas a condutividade ac e dc, a impedância complexa e E’ em função da temperatura e frequência. As medidas dieléctricas mostraram a existência de mecanismos de relaxação, que foram ajustados usando o modelo de Cole-Cole. Discutiu-se a correlação entre os parâmetros de relaxação obtidos e os resultados estruturais das amostras. Atendendo a que o mecanismo de polarização que está na origem das propriedades incomuns do CCTO ainda permanece em discussão, foram produzidas amostras com uma grande diversidade morfológica, variando as condições de síntese. Foram ainda dopadas amostras de CCTO com os óxidos TeO2 e GeO2. Constatou-se que a resposta dieléctrica das amostras de CCTO policristalinas é muito dependente do tamanho de grão. Em regra, verificou-se o aumento de Es e a diminuição da resistência dos grãos e fronteiras de grão com o aumento do tamanho de grão.

Motivações do gestor e instrumentos contabilísticos utilizados na gestão dos resultados: o caso das autarquias locais

Face aos princípios orientadores do New Public Management a política orçamental, continuando a ser primordial na avaliação do desempenho do gestor público, deixou de ser o seu único meio de avaliação, constituindo a informação proporcionada pela contabilidade financeira uma ferramenta essencial para aferir a racionalidade, a economia, a eficiência e a eficácia da aplicação dos recursos na satisfação das necessidades dos cidadãos/eleitores. O presente trabalho de investigação tem como objectivo proporcionar conhecimento acerca dos incentivos que podem motivar o gestor autárquico à prática da gestão dos resultados bem como identificar os procedimentos contabilísticos utilizados para essa gestão. O trabalho desenvolvido assentou em pressupostos das teorias da agência e da escolha pública que permitiram formular as hipóteses a testar no estudo empírico. Os resultados obtidos confirmam o pressuposto fundamental de ambas as teorias: na presença de uma relação de agência em que existem conflitos de interesse entre o gestor e o principal, o gestor procura actuar oportunisticamente no seu interesse próprio, maximizando o seu bem-estar. Confirmam, igualmente, que numa perspectiva de sinalização de desempenho e competência, com vista à reeleição, o autarca procede à gestão dos resultados tendo como objectivo evitar divulgar resultados negativos e procurar divulgar resultados positivos próximos de zero num nível que não seja considerado excessivo por parte, nomeadamente, do cidadão, dos grupos de interesse e dos partidos políticos.

O ensino e aprendizagem online da estatística descritiva

Tendo em conta que a Universidade Eduardo Mondlane é a primeira instituição, em Moçambique, a oferecer cursos completamente baseados na Web, o presente estudo constitui uma das primeiras investigações com a qual se pretende perceber qual o impacto de um módulo assente na compreensão de conceitos e na resolução de tarefas, fortemente apoiadas por uma Folha de Cálculo, estruturado numa lógica de webquest e lecionado a distância, rentabilizando-se potencialidades da plataforma virtual Aulanet, no desenvolvimento de competências tecnológicas e de conhecimentos, capacidades e atitudes relacionados com a Estatística descritiva. Para dar resposta às questões de investigação formuladas, optou-se por uma abordagem qualitativa e por uma estratégia de estudo de caso que se desenvolveu num contexto próximo da lógica da investigação - ação. Os principais participantes foram alunos do Curso de Licenciatura em Gestão de Negócios da UEM em Moçambique, a frequentar a disciplina de Estatística Aplicada. Para a recolha de dados, privilegiaram-se as técnicas da inquirição, análise documental e observação direta e participante, e diversos instrumentos como questionários e entrevistas, produções dos alunos, intervenções no fórum de debate, no Chat, testes e trabalhos, diário de bordo e notas de campo, com vista à triangulação metódica. A análise estatística e de conteúdo dos dados recolhidos permite constatar que a aprendizagem, à distância, de Estatística Descritiva, explorando-se meios tecnológicos de informação e de comunicação online e folha de cálculo Excel, inscritos numa estratégia de webquest ,potencia o desenvolvimento de competências tecnológicas e de conhecimentos, capacidades e atitudes relacionados com o tema. Paralelamente, permitiu refletir sobre as condições de ensino e de aprendizagem que podem favorecer tais práticas.

The economic consequences of Portuguese State’s movement towards business sector

Over the last 36 years, the relationship with the Portuguese state-owned enterprises registered several dynamics: nationalizations, privatizations and corporatization of public services. However, until now the State Business Sector from a national accounts perspective was never analyzed. Based on data collected and compiled for the first time at Statistics Portugal, this PhD thesis aims to test, analyzing in eight dimensions, whether the weight of the State Business Sector increased and if it contributed positively to the Portuguese economy, from 2006 to 2010. In addition to this analysis, an overview of the economic theory of state intervention in the economy, the paradigm changes of public policy in the international context, the evolution of the Portuguese State Business Sector since 1974, accompanied with a business and national accounting perspective between 2006 and 2010, are also presented. The results allow us to conclude that, in general, the weight of the State Business Sector in the Portuguese economy increased and had a tendency of a positive contribution to its economic growth. The State Business Sector also contributed positively to the nominal labour productivity (although with a decreasing trend of contribution to growth over the period under review) and the profitability of the non-financial corporations sector (although impairing the overall ratio of this sector). Nonetheless, the State Business Sector contributed negatively to the fairness in compensation of employees (although with an improvement trend) and to the competitiveness of labour cost, investment and sectorial sustainability of the Portuguese economy (reinforced by a falling trend). The results also suggest that the State Business Sector had an economic behaviour closer to a welfare maximizing model than to a profit maximizing model. This distinct performance with respect to the institutional sector in which is included, highlights the need to study and reassess the relationship of the state with public corporations, in light of agency theory using micro-data. Lastly, contributions to improve the economic performance of the State Business Sector and future prospects of evolution are presented.

Prevenção e detecção de incêndios

Os fogos florestais, embora possam ser encarados como um fenómeno natural, constituem igualmente uma ameaça com impactos negativos a vários níveis. A alteração dos regimes naturais do fogo por acção antrópica tem vindo a maximizar o potencial catastrófico do fenómeno em diferentes regiões do planeta, destacando-se, em particular, a Região Mediterrânica, onde o fogo constitui uma perturbação recorrente associada, por um lado, às características climáticas desta região e, por outro, às práticas tradicionais decorrentes da presença humana nessa área, numa extensão temporal de milhares de anos. Em Portugal, o problema dos fogos florestais assume uma expressividade de particular relevo, colocando-o entre os países do sul da Europa mais atingidos pelo fogo a cada Verão. Reconhecendo o papel das condições meteorológicas nas interacções envolvidas no processo de deflagração e propagação de incêndios, a identificação de condições meteorológicas propícias à ocorrência de incêndios, expressa sob a forma de índices de risco reveste-se de crucial importância para as operações de prevenção e combate aos incêndios, para além da mais-valia que constituem para os restantes sectores da sociedade. Adicionalmente, a detecção e monitorização de ocorrências de incêndios a partir de satélites tem vindo a assumir um papel preponderante, revelando-se fundamental enquanto fonte de alerta e pelas potencialidades que as bases de dados resultantes da observação contínua da Terra pelos satélites oferecem, no que às mais diversas áreas de investigação diz respeito. O presente trabalho explora, nas vertentes da prevenção de incêndios, a utilização de previsões de tempo de alta resolução espacial obtidas com o modelo WRF para a determinação das componentes do sistema FWI canadiano e sua disponibilização operacional. Os resultados apontam para um impacto positivo, em virtude do incremento da resolução espacial, da representação espacial do risco meteorológico de incêndio no território português. Paralelamente, apresentam-se os resultados do desenvolvimento de produtos de detecção de incêndios activos a partir da infra-estrutura de recepção de dados de satélite implementadas na Universidade de Aveiro, destacando a sua adequabilidade para a monitorização e identificação, em tempo quase-real, da ocorrência de fogos florestais em Portugal Continental.