Engineering Energy Efficient Visual Sensor Network Applications Using Skeletons

Visual sensor networks (VSNs) perform complex scene analysis algorithms that require significant computations and communications. Under this respect, the use of skeletons contributes to reduce the complexity of VSN programming and may ensure an easier and better optimization of the code. In this context, we propose INS, a stencil based skeleton targeted for wireless/visual sensor networks (W/VSNs) and give a preliminary analysis of its benefits using tracking as a case study. INS abstracts a distributed approximation schema in which the estimation of a given metric is organized in a sequence of steps. Each step includes collecting estimates from some neighbor nodes and local computation of a new approximation. In particular, INS takes inspiration from some stencil based skeletons proposed for parallel computation and merges it with the classical event driven model typical of sensor programming. As a result, the execution of each step is triggered by the detection of a relevant event in the environment. Tracking consists in periodically predicting position and velocity of one or more mobile targets. We discuss how INS can be instantiated to a distributed version of Kalman filtering. As energy efficiency is central in W/VSNs, we derive analytic models for energy dissipation of the INS skeleton depending on different concepts of neighborhood for the data exchanged at each step. Then, these models are used to guide the deployment of our tracking application on a real scenario.     

Multiscale investigation of the functional properties of the human femur

The mechanical strength of human bones has often been investigated in the past. Bone failure is related to musculoskeletal loading, tissue properties, bone metabolism, etc. This is intrinsically a multiscale problem. However, organ-level performance in most cases is investigated as a separate problem, incorporating only part (if any) of the information available at a higher scale (body level) or at a lower one (tissue level, cell level). A multiscale approach is proposed, where models available at different levels are integrated. A middle-out strategy is taken: the main model to be investigated is at the organ level. The organ-level model incorporates as an input the outputs from the body-level (musculoskeletal loads), tissue-level (constitutive equations) and cell-level models (bone remodelling). In this paper, this approach is exemplified by a clinically relevant application: fractures of the proximal femur. We report how a finite-element model of the femur (organ level) becomes part of a multiscale model. A significant effort is related to model validation: a number of experiments were designed to quantify the model's sensitivity and accuracy. When possible, the clinical accuracy and the clinical impact of a model should be assessed. Whereas a large amount of information is available at all scales, only organ-level models are really mature in this perspective. More work is needed in the future to integrate all levels fully, while following a sound scientific method to assess the relevance and validity of such an integrated model.     

Design and implementation of mechanical resonators for optimized inertial electromagnetic microgenerators

This work describes the design and implementation of an electromagnetic inertial microgenerator for energy scavenging from ambient vibrations. The structure of the device is based in a mechanical resonator formed by a permanent magnet (inertial mass) mounted on a polymeric membrane, in combination with a fixed micromachined coil. ANSYS simulations are carried out to investigate the influence of the resonator geometry on the resonant frequency and on the parasitic damping, and to analyze the optimum geometry of the coil for optimization of the electromagnetic coupling in the devices. Generator prototypes have been fabricated with a modular manufacturing process in which the electromagnetic converter and the mechanical resonator are manufactured separately, diced and then assembled. The experimental results show the ability of these devices to generate power levels in the range of 50 μW with output voltages in the range of hundreds of mV. The parasitic damping of the resonator structures is estimated from the fitting of the experimental data, and suggests the existence of an intrinsic limitation of the polymers related to spring stiffening effects at large excitation amplitudes. The comparison of the simulations and the experimental results indicate that further optimizations of this parameter and of the coil series resistance would allow increasing the generated power in more than one order of magnitude.     

Who controls our data? The legal reasoning of the European Court of Justice in Wirtschaftsakademie Schleswig-Holstein and Tietosuojavaltuutettu v Jehovan todistajat

This paper analyses two judgments from the European Court of Justice. Both were delivered soon after the new Data Protection Regulation became applicable. The argumentation in the judgments provides timely clarification on certain key concepts in European data protection law. As the analysis will show, the ECJ continues its broad interpretation of the parties responsible for data processing. The judgments are generally compatible with the Court’s previous case law, which seeks to fill any potential gaps in the protection of individuals’ privacy rights. Hence, the aims of data protection rules are predominately interpreted by the Court within a fundamental rights framework. Even though the cases have certain significant differences, the conclusions to be drawn are similar: the argumentation of the Court is focused on data protection throughout. Moreover, the Court emphasises strong protection of personal data in all kinds of situations, even those where other rights could also be relevant.     

EMI reduction in switched power converters using frequency Modulation techniques

Frequency-modulation techniques have been used to reduce electromagnetic interference (EMI) produced by the clock of digital systems working in the range of hundreds of megahertz. The working principle consists of modulating the original constant clock frequency in order to spread the energy of each single harmonic into a certain frequency band, thus reducing the peak amplitude of EMI at harmonic frequencies. Nowadays, the switching frequency of power converters has increased up to values that make interesting the application of such techniques to reduce EMI emissions due to switching of power circuits. This paper presents the theoretical principles of frequency modulation using deterministic profiles for the modulating function. It shows the effectiveness of such methods in terms of EMI reduction for different modulation profiles and other parameters. The method is compared with other methods using random modulation. Tests carried out on a buck converter are presented for experimental validation of the method. A short discussion on optimal modulation profiles and parameters is also included.     

Pulmonary exposure to single-walled carbon nanotubes does not affect the early immune response against Toxoplasma gondii

ABSTRACT: BACKGROUND: Single-walled carbon nanotubes (SWCNT) trigger pronounced inflammation and fibrosis in the lungs of mice following administration via pharyngeal aspiration or inhalation. Human exposure to SWCNT in an occupational setting may occur in conjunction with infections and this could yield enhanced or suppressed responses to the offending agent. Here, we studied whether the sequential exposure to SWCNT via pharyngeal aspiration and infection of mice with the ubiquitous intracellular parasite Toxoplasma gondii would impact on the immune response of the host against the parasite. METHODS: C57BL/6 mice were pre-exposed by pharyngeal administration of SWCNT (80 + 80 mug/mouse) for two consecutive days followed by intravenous injection with either 1x103 or 1x104 green fluorescence protein and luciferase-expressing T. gondii tachyzoites. The dissemination of T. gondii was monitored by in vivo bioluminescence imaging in real time for 7 days and by plaque formation. The inflammatory response was analysed in bronchoalveolar lavage (BAL) fluid, and by assessment of morphological changes and immune responses in lung and spleen. RESULTS: There were no differences in parasite distribution between mice only inoculated with T. gondii or those mice pre-exposed for 2 days to SWCNT before parasite inoculum. Lung and spleen histology and inflammation markers in BAL fluid reflected the effects of SWCNT exposure and T. gondii injection, respectively. We also noted that CD11c positive dendritic cells but not F4/80 positive macrophages retained SWCNT in the lungs 9 days after pharyngeal aspiration. However, co-localization of T. gondii with CD11c or F4/80 positive cells could not be observed in lungs or spleen. Pre-exposure to SWCNT did not affect the splenocyte response to T. gondii. CONCLUSIONS: Taken together, our data indicate that pre-exposure to SWCNT does not enhance or suppress the early immune response to T. gondii in mice.     

EMI Susceptibility Model of Signal Conditioning Circuits Based on Operational Amplifiers

Circuits based on operational amplifiers (OPAMPs) are susceptible to electromagnetic interference (EMI) in the radio-frequency range due to the AM demodulation produced by non-linearity of internal transistors. Such a phenomenon produces demodulated signals in the low-frequency range. This paper presents a model to predict the susceptibility of analog signal-conditioning circuits, based on a few test parameters, while ignoring the internal structure of OPAMPs involved in the circuit. The method has been experimentally tested in two applications: (1) test of simple instrumentation adapter circuits and (2) predictions of susceptibility of an amplifier for an electret microphone, tested according to EN55020.     

Proposal and performance evaluation of a packet over VDSL protocol for increasing throughput in the transmission of IP packets

This paper presents a possible implementation of a Packet over very high bit rate digital subscriber line protocol with reduced impact of the overhead when transmitting Internet protocol packets. The proposal relates to some shared opinions about the inefficiency of the asynchronous transfer mode (ATM) layer when used to transport this kind of packets, and it is based on proper adaptation of previous recommendations and standards. It is numerically shown that a significant throughput increase is achieved when the new protocol is used in place of the current ATM adaptation layer type 5/ATM protocol. Copyright © 2004 John Wiley & Sons, Ltd.