Impact of antenna correlation on the capacity of multiantenna channels

This paper applies random matrix theory to obtain analytical characterizations of the capacity of correlated multiantenna channels. The analysis is not restricted to the popular separable correlation model, but rather it embraces a more general representation that subsumesmost of the channel models that have been treated in the literature. For arbitrary signal-to-noise ratios (SNR), the characterization is conducted in the regime of large numbers of antennas. For the low- and high-SNR regions, in turn, we uncover compact capacity expansions that are valid for arbitrary numbers of antennas and that shed insight on how antenna correlation impacts the tradeoffs between power, bandwidth and rate.

Interplay of spectral efficiency, power and doppler spectrum for reference-signal-assisted wireless communication

Expressions relating spectral efficiency, power, and Doppler spectrum, are derived for Rayleigh-faded wireless channels with Gaussian signal transmission. No side information on the state of the channel is assumed at the receiver. Rather, periodic reference signals are postulated in accordance with the functioning of most wireless systems. The analysis relies on a well-established lower bound, generally tight and asymptotically exact at low SNR. In contrast with most previous studies, which relied on block-fading channel models, a continuous-fading model is adopted. This embeds the Doppler spectrum directly in the derived expressions, imbuing them with practical significance. Closed-form relationships are obtained for the popular Clarke-Jakes spectrum and informative expansions, valid for arbitrary spectra, are found for the low- and high-power regimes. While the paper focuses on scalar channels, the extension to multiantenna settings is also discussed.

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.

Optimum power allocation for multiuser OFDM with arbitrary signal constellations

This paper formulates power allocation policies that maximize the region of mutual informationsachievable in multiuser downlink OFDM channels. Arbitrary partitioning ofthe available tones among users and arbitrary modulation formats, possibly different forevery user, are considered. Two distinct policies are derived, respectively for slow fadingchannels tracked instantaneously by the transmitter and for fast fading channels knownonly statistically thereby. With instantaneous channel tracking, the solution adopts theform of a multiuser mercury/waterfilling procedure that generalizes the single-user mercury/waterfilling introduced in [1, 2]. With only statistical channel information, in contrast,the mercury/waterfilling interpretation is lost. For both policies, a number of limitingregimes are explored and illustrative examples are provided.

Outage probability analysis for MRC in η-μ fading channels with co-channel interference

Exact closed-form expressions are obtained for the outage probability of maximal ratio combining in η-μ fadingchannels with antenna correlation and co-channel interference. The scenario considered in this work assumes the joint presence of background white Gaussian noise and independent Rayleigh-faded interferers with arbitrary powers. Outage probability results are obtained through an appropriate generalization of the moment-generating function of theη-μ fading distribution, for which new closed-form expressions are provided.

Mutual information of IID complex Gaussian signals on block Rayleigh-faded channels

We present a method to compute, quickly and efficiently, the mutual information achieved by an IID (independent identically distributed) complex Gaussian signal on a block Rayleigh-faded channel without side information at the receiver. The method accommodates both scalar and MIMO (multiple-input multiple-output) settings. Operationally, this mutual information represents the highest spectral efficiency that can be attained using Gaussiancodebooks. Examples are provided that illustrate the loss in spectral efficiency caused by fast fading and how that loss is amplified when multiple transmit antennas are used. These examples are further enriched by comparisons with the channel capacity under perfect channel-state information at the receiver, and with the spectral efficiency attained by pilot-based transmission.

Per-antenna rate and power control for MIMO layered architectures in the low- and high-power regimes

In a MIMO layered architecture, several codewordsare transmitted from a multiplicity of antennas. Although thespectral efficiency is maximized if the rates of these codewordsare separately controlled, the feedback rate within the linkadaptation loop is reduced if they are constrained to be identical.This poses a direct tradeoff between performance andfeedback overhead. This paper provides analytical expressionsthat quantify the difference in spectral efficiency between bothapproaches for arbitrary numbers of antennas. Specifically, thecharacterization takes place in the realm of the low- and highpowerregimes via expansions that are shown to have a widerange of validity.In addition, the possibility of adjusting the transmit powerof each codeword individually is considered as an alternative tothe separate control of their rates. Power allocation, however,turns out to be inferior to rate control within the context of thisproblem.

Mutual Information of IID complex Gaussian signals on block Rayleigh-faded channels

We present a method to compute, quickly and efficiently, the mutual information achieved by an IID (independent identically distributed) complex Gaussian signal on a block Rayleigh-faded channel without side information at the receiver. The method accommodates both scalar and MIMO (multiple-input multiple-output) settings. Operationally, this mutual information represents the highest spectral efficiency that can be attained using Gaussiancodebooks. Examples are provided that illustrate the loss in spectral efficiency caused by fast fading and how that loss is amplified when multiple transmit antennas are used. These examples are further enriched by comparisons with the channel capacity under perfect channel-state information at the receiver, and with the spectral efficiency attained by pilot-based transmission.

La influencia de la percepción de la imagen del locutor: estudio comparativo entre la voz del locutor aislada o asociada a una imagen

La voz es el esqueleto de la radio y su importancia en la comunicación radiofónica essustancial. Sin embargo son pocos los estudios que sobre ella se han realizado y menos aun los dedicados a comparar la impresión que una voz causa en el oyente cuando éste conoce la imagen del locutor y cuando la desconoce. Este estudio experimental muestra las reacciones manifestadas por un grupo de sujetos ante la escucha de una serie de voces y las compara con las expresadas por otro grupo de sujetos ante las mismas voces aunque en este caso en conocimiento de la imagen de los locutores. Los resultados apuntan a que los oyentes que desconocen la imagen del locutor tienden a recrear en sus mentes el aspecto del locutor mientras que los sujetos que conocen la imagen de éste se concentrar en imaginar el contenido de la noticia.

Projecte desplegament d'una xarxa d'operador de fibra òptica al 22@ i a diverses ciutats del continent

En la primera fase s’interconnectarien a través d’un anell de fibra òptica tres hotels d’una mateixa cadena en l’àrea del 22@ de Barcelona. S’ofereixen els serveis de: intranet, telefonia IP amb interconnexió a la PSTN, videoconferència i internet. Utilitzem VLANs per gestionar la qualitat de servei i la seguretat. El nostre model teòric inclou estimacions de tràfic, comparativa de fabricants, valoració econòmica i diagrama de Gantt d’implantació. A més, ampliem la gamma de serveis amb una xarxa Wimax al 22@ en previsió de futur ús. I augmentem la disponibilitat del servei amb un enllaç ràdio dedicat de backup des d’un dels nodes cap a la torre de Collserola, en la banda dels 18GHz, amb antenes parabòliques. Hem fet càlculs d’atenuació. En la segona i successives fases s’amplia la xarxa de FO a nivell nacional i internacional per a treballar com a operador d’empreses, amb un acurat disseny i selecció dels aparells òptics.

La gestió dels llibres electrònics a la Biblioteca virtual de la UOC

El text que es presenta mostra com es du a terme la gestió dels llibres electrònics a la Biblioteca virtual (d'ara endavant BV) de la Universitat Oberta de Catalunya (d'ara endavant UOC). La BV posa un èmfasi especial en l'adquisició de llibres digitals per millorar l'accés als usuaris als recursos i col¿leccions d'una universitat que es caracteritza per la virtualitat. El document presenta, en primer lloc, l'entorn en què s'adquireixen i s'utilitzen els llibres electrònics: s'expliquen els diferents escenaris d'adquisició en els quals es pot trobar la biblioteca i es defineixen els circuits interns que en permeten la gestió i els processos tècnics dels documents. A continuació es mostren les diferents opcions d'accés i consulta de llibres electrònics que actualment s'ofereixen des de la biblioteca i s'expliquen les anàlisis d'usos d'aquests documents. Finalment es presenten les conclusions a les quals arriba la BV sobre el nou context de llibres electrònics.

A Televisão em Cabo Verde e a Escola: Estudo de caso sobre a Relação/Influência da TCV e da RTPÁfrica no Processo de Ensino-Aprendizagem na Escola Secundária do Palmarejo

Para obtenção de grau de licenciatura em Estudos Cabo-verdianos e Portugueses, o Instituto Superior de Educação exige a apresentação de um trabalho de fim do curso, que consiste no desenho e execução de uma pesquisa na área do estudo. O tema que nos propusemos investigar – “A Televisão em Cabo Verde e a Escola – Estudo de caso sobre a relação/influência da TCV (Televisão de Cabo Verde) e a RTPÁfrica (Rádio Televisão Portuguesa para África), no processo de Ensino-prendizagem na escola secundária do Palmarejo”, refere-se a influência e possível utilização dos Média, mais especificamente da televisão, nos processos de ensino-aprendizagem no ensino secundário. A escolha da televisão em particular deve-se ao facto de que no decorrer da formação abordamos em diferentes ocasiões aspectos relacionados com papel deste na configuração dos nossos comportamentos. A cultura sob grande influência da televisão, podendo transformar a vida e a cultura geral dos telespectadores, na medida em que oferece referência diversas, Brougére, (1997). Tendo em atenção esta questão, reflectindo a respeito dessa problemática e relacionando-a com a prática pedagógica, percebemos que, os nossos alunos são também telespectadores, pelo que são influenciados e estimulados pela televisão. Sendo assim, nos pareceu pertinente, procurar aprofundar os conhecimentos sobre essa problemática no sentido de conhecer como este média influência actualmente os processos de ensino-aprendizagem, se a sua relevância é tomada em consideração pelos docentes e como eventualmente pode ser potencializada a sua utilização na melhoria dos processos de ensino.