Towards the Construction of a Multi-agent Approach for Discovering the Meaning of Natural Language Collaborative Conversations

Peer-reviewed

Combining Generic Programming and Service-Oriented Architectures for the Effective and Timely Development of Complex e-Learning Systems

Peer-reviewed

A Comparison of the Environmental Impact of Different AOPs: Risk Indexes

Today, environmental impact associated with pollution treatment is a matter of great concern. A method is proposed for evaluating environmental risk associated with Advanced Oxidation Processes (AOPs) applied to wastewater treatment. The method is based on the type of pollution (wastewater, solids, air or soil) and on materials and energy consumption. An Environmental Risk Index (E), constructed from numerical criteria provided, is presented for environmental comparison of processes and/or operations. The Operation Environmental Risk Index (EOi) for each of the unit operations involved in the process and the Aspects Environmental Risk Index (EAj) for process conditions were also estimated. Relative indexes were calculated to evaluate the risk of each operation (E/NOP) or aspect (E/NAS) involved in the process, and the percentage of the maximum achievable for each operation and aspect was found. A practical application of the method is presented for two AOPs: photo-Fenton and heterogeneous photocatalysis with suspended TiO2 in Solarbox. The results report the environmental risks associated with each process, so that AOPs tested and the operations involved with them can be compared.

Estudi de la degradació anaeròbia de tres contaminants emergents: àcid clofíbric, carbamazepina i ibuprofè

En el present estudi s’ha fet un seguiment baromètric de la producció de biogàs de tres compostos farmacèutics mitjançant tests de degradació anaeròbia. El llot del digestor anaerobi de l’estació depuradora d’aigües residuals (EDAR) de Granollers s’ha emprat com a inòcul. En un primer experiment, s’ha fet l’estudi de l’etapa metanogènica, amb metanol com a substrat i les concentracions de 5, 10 i 20 mg·L-1 d’àcid clofíbric (CLOFI, regulador lípid), ibuprofè (IBU, anti-inflamatori) i carbamazepina (CARBA, antiepilèptic/analgèsic). En un segon experiment, s’ha estudiat l’etapa acetogènica, amb àcid propiònic com a substrat i amb concentracions de 20 i 100 mg·L-1 dels mateixos fàrmacs. Per una banda, en el primer experiment, no s’ha observat degradació dels fàrmacs i cap d’ells presenta toxicitat pel llot anaerobi. CARBA i IBU s’adsorbeixen majoritàriament a la fase sòlida. Per altra banda, en l’etapa acetogènica ni CARBA ni IBU s’han degradat i tampoc presenten toxicitat en cap de les concentracions provades. Com en el cas anterior, la majoria d’aquests fàrmacs queda adsorbit en el llot. En canvi, CLOFI es degrada en 100 mg·L-1 de concentració donant com a producte intermedi un metabòlit.

Anàlisi ambiental de les platges de Sitges: evolució de la qualitat del litoral i estudi d'impactes

L’explosió del sector turístic experimentat en les costes catalanes des de principis dels anys 60 ha provocat un important impacte sobre el medi litoral català i el seu principal atractiu turístic, les platges. Sitges és un municipi annex a una important zona urbana (Barcelona), i s'ofereix com a indret de segona residència i ciutat de vacances, sobretot a l’estiu, incrementant fortament la pressió sobre el medi. L'objectiu principal d'aquest projecte ha estat estudiar les pertorbacions sobre alguns aspectes del sistema litoral Sitgetà: el perfil litoral i la dinàmica sedimentària, la qualitat microbiològica de les aigües i la sorra, els cabals d'aigües residuals tractades i els residus de les platges. A partir dels registres de neteja en platges, proposem el rebuig i envasos en sorra (concentració de residus, kg/m2) com a nou indicador de presència d’usuaris a les platges (usuaris/m2). La diagnosi realitzada indica que l'estat físic de les platges de Sitges respon a les actuacions en matèria d'obres marítimes en interacció amb les dinàmiques sedimentaries. Pel que fa als anàlisis microbiològics de l'aigua i la sorra trobem una situació regulada a excepció de pics provocats per pluges puntuals. Malauradament hem vist com es podrien potenciar el valors ambientals de totes les parts treballades si es fomentessin figures de protecció del medi, la regeneració d’espècies vegetals tan fora com dins de l'aigua i es garantís una gestió de l’aigua 100% eficient i sense causar intromissions en el desenvolupament dels ecosistemes.

Disseny d'una eina de suport a la reutilització de codi

Aquest projecte tracta sobre el desenvolupament d'una eina de suport a la reutilització de codi de programació. L'eina té com a objectiu augmentar la productivitat dels desenvolupadors per mitjà de la reutilització de codi. Per facilitar la reutilització l'eina proposa un sistema jeràrquic on el codi de programació i la diferent informació sobre aquest es guarden en anotacions, les anotacions formen part d'una pàgina i els conjunts de pàgines són organitzats en projectes.

Propuesta para incorporar evaluación y pruebas de usabilidad dentro de un proceso de desarrollo de software

Usability is critical to consider an interactive software system successful. Usability testing and evaluation during product development have gained wide acceptance as a strategy to improve product quality. Early introduction of usability perspectives in a product is very important in order to provide a clear visibility of the quality aspects not only for the developers, but also for the testing users as well. However, usability evaluation and testing are not commonly taken into consideration as an essential element of the software development process. Then, this paper exposes a proposal to introduce usability evaluation and testing within a software development through reuse of software artifacts. Additionally, it suggests the introduction of an auditor within the classification of actors for usability tests. It also proposes an improvement of checklists used for heuristics evaluation, adding quantitative and qualitative aspects to them

Is the PHY layer dead?

This article originates from a panel with the above title, held at IEEE VTC Spring 2009, in which the authors took part. The enthusiastic response it received prompted us to discuss for a wider audience whether research at the physical layer (PHY) is still relevant to the field of wireless communications. Using cellular systems as the axis of our exposition, we exemplify areas where PHY research has indeed hit a performance wall and where any improvements are expected to be marginal. We then discuss whether the research directions taken in the past have always been the right choice and how lessons learned could influence future policy decisions. Several of the raised issues are subsequently discussed in greater details, e.g., the growing divergence between academia and industry. With this argumentation at hand, we identify areas that are either under-developed or likely to be of impact in coming years - hence corroborating the relevance and importance of PHY research.

Geometry-based demosaicking

Demosaicking is a particular case of interpolation problems where, from a scalar image in which each pixel has either the red, the green or the blue component, we want to interpolate the full-color image. State-of-the-art demosaicking algorithms perform interpolation along edges, but these edges are estimated locally. We propose a level-set-based geometric method to estimate image edges, inspired by the image in-painting literature. This method has a time complexity of O(S) , where S is the number of pixels in the image, and compares favorably with the state-of-the-art algorithms both visually and in most relevant image quality measures.

Non-peaky signals in wideband fading channels: achievable bit rates and optimal bandwidth

In the context of fading channels it is well established that, with a constrained transmit power, the bit rates achievable by signals that are not peaky vanish as the bandwidth grows without bound. Stepping back from the limit, we characterize the highest bit rate achievable by such non-peaky signals and the approximate bandwidth where that apex occurs. As it turns out, the gap between the highest rate achievable without peakedness and the infinite-bandwidth capacity (with unconstrained peakedness) is small for virtually all settings of interest to wireless communications. Thus, although strictly achieving capacity in wideband fading channels does require signal peakedness, bit rates not far from capacity can be achieved with conventional signaling formats that do not exhibit the serious practical drawbacks associated with peakedness. In addition, we show that the asymptotic decay of bit rate in the absence of peakedness usually takes hold at bandwidths so large that wideband fading models are called into question. Rather, ultrawideband models ought to be used.

Transmit diversity vs. spatial multiplexing in modern MIMO systems

A contemporary perspective on the tradeoff between transmit antenna diversity andspatial multiplexing is provided. It is argued that, in the context of most modern wirelesssystems and for the operating points of interest, transmission techniques that utilizeall available spatial degrees of freedom for multiplexing outperform techniques that explicitlysacrifice spatial multiplexing for diversity. In the context of such systems, therefore,there essentially is no decision to be made between transmit antenna diversity and spatialmultiplexing in MIMO communication. Reaching this conclusion, however, requires thatthe channel and some key system features be adequately modeled and that suitable performancemetrics be adopted; failure to do so may bring about starkly different conclusions. Asa specific example, this contrast is illustrated using the 3GPP Long-Term Evolution systemdesign.

Optimum power allocation for parallel Gaussian channels with arbitrary input distributions

The mutual information of independent parallel Gaussian-noise channels is maximized, under an average power constraint, by independent Gaussian inputs whose power is allocated according to the waterfilling policy. In practice, discrete signalling constellations with limited peak-to-average ratios (m-PSK, m-QAM, etc) are used in lieu of the ideal Gaussian signals. This paper gives the power allocation policy that maximizes the mutual information over parallel channels with arbitrary input distributions. Such policy admits a graphical interpretation, referred to as mercury/waterfilling, which generalizes the waterfilling solution and allows retaining some of its intuition. The relationship between mutual information of Gaussian channels and nonlinear minimum mean-square error proves key to solving the power allocation problem.

High-SNR power offset in multiantenna communication

The analysis of the multiantenna capacity in the high-SNR regime has hitherto focused on the high-SNR slope (or maximum multiplexing gain), which quantifies the multiplicative increase as function of the number of antennas. This traditional characterization is unable to assess the impact of prominent channel features since, for a majority of channels, the slope equals the minimum of the number of transmit and receive antennas. Furthermore, a characterization based solely on the slope captures only the scaling but it has no notion of the power required for a certain capacity. This paper advocates a more refined characterization whereby, as function of SNRjdB, the high-SNR capacity is expanded as an affine function where the impact of channel features such as antenna correlation, unfaded components, etc, resides in the zero-order term or power offset. The power offset, for which we find insightful closed-form expressions, is shown to play a chief role for SNR levels of practical interest.

Capacity-achieving input covariance for single-user multi-antenna channels

We characterize the capacity-achieving input covariance for multi-antenna channels known instantaneously at the receiver and in distribution at the transmitter. Our characterization, valid for arbitrary numbers of antennas, encompasses both the eigenvectors and the eigenvalues. The eigenvectors are found for zero-mean channels with arbitrary fading profiles and a wide range of correlation and keyhole structures. For the eigenvalues, in turn, we present necessary and sufficient conditions as well as an iterative algorithm that exhibits remarkable properties: universal applicability, robustness and rapid convergence. In addition, we identify channel structures for which an isotropic input achieves capacity.

Capacity-approaching rate function for layered multiantenna architectures

The simultaneous use of multiple transmit and receive antennas can unleash very large capacity increases in rich multipath environments. Although such capacities can be approached by layered multi-antenna architectures with per-antenna rate control, the need for short-term feedback arises as a potential impediment, in particular as the number of antennas—and thus the number of rates to be controlled—increases. What we show, however, is that the need for short-term feedback in fact vanishes as the number of antennas and/or the diversity order increases. Specifically, the rate supported by each transmit antenna becomes deterministic and a sole function of the signal-to-noise, the ratio of transmit and receive antennas, and the decoding order, all of which are either fixed or slowly varying. More generally, we illustrate -through this specific derivation— the relevance of some established random CDMA results to the single-user multi-antenna problem.