An HMM-based spectrum occupancy predictor for energy efficient cognitive radio

Spectrum sensing is the cornerstone of cognitive radio technology and refers to the process of obtaining awareness of the radio spectrum usage in order to detect the presence of other users. Spectrum sensing algorithms consume considerable energy and time. Prediction methods for inferring the channel occupancy of future time instants have been proposed as a means of improving performance in terms of energy and time consumption. This paper studies the performance of a hidden Markov model (HMM) spectrum occupancy predictor as well as the improvement in sensing energy and time consumption based on real occupancy data obtained in the 2.4GHz ISM band. Experimental results show that the HMM-based occupancy predictor outperforms a kth order Markov and a 1-nearest neighbour (1NN) predictor. Our study also suggests that by employing such a predictive scheme in spectrum sensing, an improvement of up to 66% can be achieved in the required sensing energy and time.

Determinantes psicossociais da dor sexual na mulher portuguesa

A dor é uma experiência perceptualmente complexa, influenciada por um conjunto variado de fatores biológicos e também psicossociais. A sua vivência varia de pessoa para pessoa, havendo diferentes níveis de impacto no funcionamento emocional, interpessoal, motivacional e físico. A dor sexual, mais conhecida por dispareunia e vaginismo, é uma problemática de natureza habitualmente crónica que afeta muitas mulheres. Apesar de ser um importante alvo de estudo nas últimas décadas, e apesar do impacto que tem nas vidas de muitas mulheres, é ainda uma temática pouco abordada junto dos profissionais de saúde, sendo igualmente difícil a determinação da sua causa e respetivo tratamento. A sua concetualização tem sido um dos principais alvos de discussão entre investigadores e clínicos, havendo quem defenda que a mesma deve ser considerada, ou como uma perturbação de dor, ou como uma disfunção sexual. Contudo, mesmo com um crescimento significativo da literatura, não existem ainda dados que clarifiquem o papel que determinadas variáveis psicossociais exercem no desenvolvimento e manutenção da dor sexual e que forma estas aproximam, ou distanciam, este quadro clínico da dor crónica e de outras disfunções sexuais. Neste contexto, o objetivo do presente estudo consistiu em avaliar a influência do Mindfulness, do afeto-traço, dos pensamentos automáticos, das crenças sexuais, da perceção, vigilância e catastrofização face à dor, da perceção da resposta do outro significativo à dor, da autoestima, da autoestima sexual, do ajustamento diádico e do funcionamento sexual em mulheres com dor sexual, comparando-as com três grupos específicos: mulheres com dor crónica, mulheres com outras dificuldades sexuais e mulheres da população geral, sem nenhuma destas dificuldades. Por outro lado, foi avaliada a capacidade preditiva de cada uma destas variáveis psicossociais na intensidade da dor em mulheres que sofrem de dor sexual e dor crónica. Um total de 1233 mulheres colaboraram no presente estudo: 371 mulheres com dor sexual, 245 mulheres com dor crónica, 94 mulheres com disfunção sexual e 523 mulheres da população geral. As participantes responderam a um conjunto de questionários que foram disponibilizados através de um link online e que avaliaram cada uma das dimensões em estudo. Os resultados mostraram que as mulheres com dor sexual e disfunção sexual apresentaram uma menor capacidade para ser mindful, mais pensamentos automáticos negativos de fracasso/desistência, uma maior escassez de pensamentos eróticos, uma menor autoestima e autoestima sexual e uma menor qualidade do ajustamento diádico e funcionamento sexual, quando comparadas com as mulheres com dor crónica e da população geral. Por outro lado, as mulheres com dor sexual e dor crónica apresentaram maiores níveis de perceção, vigilância e catastrofização face à dor, quando comparadas com as mulheres com disfunção sexual e da população geral. Ao nível da perceção da reposta do outro significativo, as mulheres com dor sexual apresentaram significativamente uma menor perceção de respostas solícitas que as mulheres com dor crónica e da população geral. Não foram encontradas diferenças entre os grupos ao nível do afeto-traço e crenças sexuais disfuncionais. No que diz respeito à intensidade da dor nas mulheres com dor sexual, emergiram como preditores significativos os pensamentos de fracasso, as crenças sexuais de desejo sexual como pecado, a magnificação e o desânimo face à dor, a atenção à dor, a perceção de resposta de punição do outro significativo, o ajustamento diádico, a autoestima e a autoestima sexual. Em relação ao grupo com dor crónica, surgiram como preditores significativos o afeto negativo, o desânimo face à dor, a atenção à dor e a perceção de resposta de punição do outro significativo. Uma análise conjunta de todos estes preditores para cada um dos grupos, demonstrou que a perceção da resposta de punição da parte de outro significativo se constituiu como o melhor preditor da intensidade da dor nas mulheres com dor sexual, enquanto que o desânimo face à dor se mostrou como o mais significativo nas mulheres com dor crónica. De uma forma geral, os resultados demonstraram a importância das diferentes variáveis psicossociais na vivência da dor sexual e na respetiva intensidade da dor. Revelaram ainda que a dor sexual apresenta aspetos em comum, quer com a dor crónica, principalmente ao nível da relação com a dor, quer com outras disfunções sexuais, nomeadamente em termos cognitivos e relacionais. O presente estudo vem assim reforçar a ideia de que este é um quadro clínico multidimensional e complexo, trazendo consigo importantes implicações ao nível da sua concetualização, avaliação e tratamento.

Mitochondrial dysfunction in fatty acid β-oxidation disorders

Mitochondria are central organelles for cell survival with particular relevance in energy production and signalling, being mitochondrial fatty acid β–oxidation (FAO) one of the metabolic pathways harboured in this organelle. FAO disorders (FAOD) are among the most well studied inborn errors of metabolism, mainly due to their impact in health. Nevertheless, some questions remain unsolved, as their prevalence in certain European regions and how pathophysiological determinants combine towards the phenotype. Analysis of data from newborn screening programs from Portugal and Spain allowed the estimation of the birth prevalence of FAOD revealing that this group of disorders presents in Iberia (and particularly in Portugal) one of the highest European birth prevalence, mainly due to the high birth prevalence of medium chain acyl-CoA dehydrogenase deficiency. These results highlight the impact of this group of genetic disorders in this European region. The characterization of mitochondrial proteome, from patients fibroblasts with FAOD, namely multiple acyl-CoA dehydrogenase deficiency (MADD) and long chain acyl-CoA dehydrogenase deficiency (LCHADD), provided a global perspective of the mitochondrial proteome plasticity in these disorders and highlights the main molecular pathways involved in their pathogenesis. Severe MADD forms show an overexpression of chaperones, antioxidant enzymes (MnSOD), and apoptotic proteins. An overexpression of glycolytic enzymes, which reflects cellular adaptation to energy deficiency due to FAO blockage, was also observed. When LCHADD fibroblasts were analysed a metabolic switching to glycolysis was also observed with overexpression of apoptotic proteins and modulation of the antioxidant defence system. Severe LCHADD present increased ROS alongside with up regulation of MnSOD while moderate forms have lower ROS and down-regulation of MnSOD. This probably reflects the role of MnSOD in buffering cellular ROS, maintain them at levels that allow cells to avoid damage and start a cellular response towards survival. When ROS levels are very high cells have to overexpress MnSOD for detoxifying proposes. When severe forms of MADD were compared to moderate forms no major differences were noticed, most probably because ROS levels in moderate MADD are high enough to trigger a response similar to that observed in severe forms. Our data highlights, for the first time, the differences in the modulation of antioxidant defence among FAOD spectrum. Overall, the data reveals the main pathways modulated in FAOD and the importance of ROS levels and antioxidant defence system modulation for disease severity. These results highlight the complex interaction between phenotypic determinants in FAOD that include genetic, epigenetic and environmental factors. The development of future better treatment approaches is dependent on the knowledge on how all these determinants interact towards phenotype.!

Impact of exercise training on cancer-induced cardiac dysfunction

Cachexia is a complex syndrome characterized by severe weight loss frequently observed in cancer patients and associated with poor prognosis. Cancer cachexia is also related to modifications in cardiac muscle structure and metabolism leading to cardiac dysfunction. In order to better understand the cardiac remodeling induced by bladder cancer and the impact of exercise training after diagnosis on its regulation, we used an animal model of bladder cancer induced by exposition to N-butyl-N-(4-hydroxybutyl)-nitrosamine (BBN) in the drinking water. Healthy animals and previously BBN exposed animals were submitted to a training program in a treadmill at a speed of 20m/min, 60 min/day, 5 days/week during 13 weeks. At the end of the protocol, animals exposed to BBN presented a significant decrease of body weight, in comparison with control groups, supporting the presence of cancer cachexia. Morphological analysis of the cardiac muscle sections revealed the presence of fibrosis and a significant decrease of cardiomyocyte’s cross-sectional area, suggesting the occurrence of cardiac dysfunction associated with bladder cancer. These modifications were accompanied by heart metabolic remodeling characterized by a decreased fatty acid oxidation given by diminished levels of ETFDH and of complex II subunit  from the respiratory chain. Exercise training promoted an increment of connexin 43, a protein involved in cardioprotection, and of c-kit, a protein present in cardiac stem cells. These results suggest an improved heart regenerative capacity induced by exercise training. In conclusion, endurance training seems an attractive non-pharmacological therapeutic option for the management of cardiac dysfunction in cancer cachexia.

Feasibility of Undertaking Off-Site Infant Eye-Tracking Assessments of Neuro-Cognitive Functioning in Early-Intervention Centres

Recent work suggests that differences in functional brain development are already identifiable in 6- to 9-month-old infants from low socio-economic status (SES) backgrounds. Investigation of early SES-related differences in neuro-cognitive functioning requires the recruitment of large and diverse samples of infants, yet it is often difficult to persuade low-SES parents to come to a university setting. One solution is to recruit infants through early intervention children’s centres (CCs). These are often located in areas of high relative deprivation to support young children. Given the increasing portability of eye-tracking equipment, assessment of large clusters of infants could be undertaken in centres by suitably trained early intervention staff. Here, we report on a study involving 174 infants and their parents, carried out in partnership with CCs, exploring the feasibility of this approach. We report the processes of setting up the project and participant recruitment. We report the diversity of sample obtained on the engagement of CC staff in training and the process of assessment itself.We report the quality of the data obtained, and the levels of engagement of parents and infants. We conclude that this approach has great potential for recruiting large and diverse samples worldwide, provides sufficiently reliable data and is engaging to staff, parents and infants.

‘To me, it's like a little box of tricks’: Breaking the depressive interlock as a programme participant in mindfulness-based cognitive therapy

Objectives. Mindfulness meditation practices have become increasingly popular in clinical therapies, changing patterns of depressogenic thinking for individuals who experience consecutive episodes of depression. We were interested in finding out how Mindfulness Based Cognitive Therapy (MBCT) worked for programme participants by focussing on how meditative practices changed their relationships to their thoughts. Design. Data for the study came from six semi-structured research interviews carried out with individuals who had taken part in an 8 week MBCT programme Methods. We used Interpretative Phenomenological Analysis (IPA) to analyse the experiential accounts. Results. We report on two superordinate themes – Engaging the Neutral Mind (with subordinate themes ‘breaking the paralysis of worry’ and ‘choosing to think differently’) and Experiencing the Neutral Mind (with subordinate themes of ‘reflection on previous thinking styles’ and ‘becoming psychologically self-reliant’). Conclusions. Themes from the present study offer support to the assertion that mindfulness meditation helps facilitate a different mode of meta-cognitive processing with which to handle depression-related cognitions. Practitioner Points Participants reported that they experienced an enhanced capacity to differentiate between their thought processes, experiencing an ability to tolerate some more uncomfortable thoughts and experiencing a/more choice in how to respond to thoughts Participants recognised that ruminating over negative thoughts was related to depressive states and experienced a shift in meta-cognitive processes that actively challenged depressogenic cognitions Participants became more psychologically self-reliant and therapeutically independent following MBCT Integrating mindfulness based practices in therapy may be a mediating factor in sustaining psychological wellbeing and may help clients develop self-compassion Future research looks to examining exit cases to understand elements of MBCT which are experienced as less successful by clients

Alcohol gel ingestion amongst homeless Eastern and Central Europeans in London: assessing the effects on cognitive functioning and psychological health

Background: Intentional consumption of alcohol based hand gels has been reported especially amongst non-UK national, alcohol dependent, homeless individuals in London. Whilst alcohol misuse is known to be associated with impaired cognitive functioning and mental health problems, the effects of additional ingestion of alcohol gel are unknown. Objectives: To explore cognitive and psychological functioning in users who intentionally ingest alcohol gel compared with ethyl-alcohol only misusers and controls. Methods: Male, Central and Eastern European alcohol only misusers, (n=14; mean age 39 years), alcohol gel users (n=14; mean age 43 years) and controls (n=12; mean age 31 years) were recruited from a London Homeless Service during 2013/14. Alcohol misusers, alcohol gel users and controls were compared on the Forwards and Backwards Digit Span Test; Block Design test; Retrospective and Prospective Memory Questionnaire (PRMQ) and the Hospital and Anxiety Depression Scale (HADS). Results: Alcohol gel users performed significantly worse on the Block Design task (p<0.01) and PRMQ (p<0.01) relative to both alcohol only and control groups, and significantly worse on the digit span relative to controls (p=0.01). Both alcohol misusing groups scored comparatively on digit span backwards (p<0.01), with both groups performing significantly worse than controls. The alcohol gel group reported significantly higher levels of anxiety relative to controls (p=0.02). Conclusions: Whilst there could be constitutional differences between alcohol misusers who additionally abuse alcohol gel, the findings suggest that alcohol gel ingestion may have a greater impact on psychological functioning than traditional alcohol misuse.

The effect of carbohydrate mouth rinsing on fencing performance and cognitive function following a fatigue inducing simulated bout of fencing in national level foil fencers

Delivered at The Physiological Society's Biomedical Basis of Elite Performance conference, Nottingham, 6-8 March 2016

Cognitive robotics: a new approach to simultaneous localisation and mapping

Most simultaneous localisation and mapping (SLAM) solutions were developed for navigation of non-cognitive robots. By using a variety of sensors, the distances to walls and other objects are determined, which are then used to generate a map of the environment and to update the robot’s position. When developing a cognitive robot, such a solution is not appropriate since it requires accurate sensors and precise odometry, also lacking fundamental features of cognition such as time and memory. In this paper we present a SLAM solution in which such features are taken into account and integrated. Moreover, this method does not require precise odometry nor accurate ranging sensors.

Profiles of ageing in the South of Portugal: education and cognitive functioning in elderly persons living in institutionalized and community contexts

The region of the Algarve shows huge differences between the coastline where population in the urban areas grows, and the inland rural areas, in some cases very isolated, which frequently have high ageing indexes. This general scenario, with an elderly population with very different economic and social conditions, frames the ongoing PhD research designed as a cross-sectional study of an intentional sample of elderly persons. The basic theoretical framework departs from the perspective of developmental psychology of life-span and the model of selection, optimisation and compensation for optimal ageing (Baltes & Baltes, 1990; Freund & Baltes, 2002). The present study is a first step in the analysis of empirical data collected in the PhD sample (N=156; age range 65 to 97 years; M = 80.4 years; SD = 7.2 years). Its purpose is to assess the cognitive functioning of participants, screening for cognitive impairment and examine the relations between the cognitive status of the subjects and a number of selected variables including educational level, age, physical activity and living contexts of the subjects. We accessed the cognitive status of the participants with the Portuguese version of Mini Mental State Examination (MMSE) finding a 10.3% prevalence of positive cases with cognitive impairment. The results also show significant relationships between the cognitive status accessed by the MMSE and educational level, professional qualification, age, living arrangement and activity level of the participants. The relationship verified between educational level and cognitive status of the participants was the largest correlation found in the study with the variability in educational level accounting for 44.8% of the variability in MMSE score. This results points in the same direction of several lines of research that corroborate the strong intercorrelation between education and cognitive functioning in old age.

La clarté cognitive et l'entrée dans l'écrit

Partant de la diversité des compétences des enfants face à l'écrit en entrant en 1re année, nous avons vérifié, si dès la maternelle, une intervention portant directement sur la représentation de la langue écrite, de la clarté cognitive et de la conscience linguistique pouvait favoriser les premiers apprentissages formels (lecture et écriture). L'échantillon auprès duquel a été menée l'expérimentation était constituée de 4 groupes d'enfants de maternelle (5 ans) provenant de milieu socio-économique moyen; 2 de ces groupes ont reçu une stimulation à l'écrit tandis que les autres ont suivi le programme du MEQ. Notre plan d'expérimentation partant des théories de Downing, Fijalkow et Ferreiro s'est déroulé sur une période de neuf mois. L'analyse des résultats nous permet d'avancer que l'intervention sur l'écrit à la maternelle favorise l'accroissement de la clarté cognitive et contribue à élargir leur conscience linguistique.

Cognitive processes underlying reading and naming deficits in dyslexic readers

In addition to phonological deficits, difficulties at the level of the visual recognition system (i. e. , the mechanisms that could affect the induction of orthographic representations or the connection of visual to lexical codes) constitute potential sources of the poor reading and visual naming that characterize dyslexia.

Children’s Friendships and Learning in School: Cognitive Enhancement Through Social Interaction?

Background. Recent literature has identified that children's performance on cognitive (or problem-solving) tasks can be enhanced when undertaken as a joint activity among pairs of pupils. Performance on this ‘social’ activity will require quality relationships between pupils, leading some researchers to argue that friendships are characterized by these quality relationships and, therefore, that friendship grouping should be used more frequently within classrooms. Aims. Children's friendship grouping may appear to be a reasonable basis for cognitive development in classrooms, although there is only inconsistent evidence to support this argument. The inconsistency may be explained by the various bases for friendship, and how friendship is affected by cultural contexts of gender and schooling. This study questions whether classroom-based friendship pairings will perform consistently better on a cognitive task than acquaintance pairings, taking into account gender, age, and ability level of children. The study also explores the nature of school-based friendship described by young children. Sample. 72 children were paired to undertake science reasoning tasks (SRTs). Pairings represented friendship (versus acquaintance), sex (male and female pairings), ability (teacher-assessed high, medium, and low), and age (children in Years 1, 3, and 5 in a primary school). Method. A small-scale quasi-experimental design was used to assess (friendship- or acquaintance-based) paired performance on SRTs. Friendship pairs were later interviewed about qualities and activities that characterized their friendships. Results. Girls' friendship pairings were found to perform at the highest SRT levels and boys' friendship pairing performed at the lowest levels. Both boy and girl acquaintance pairings performed at mid-SRT levels. These findings were consistent across Year (in school) levels and ability levels. Interviews revealed that male and female friendship pairs were likely to participate in different types of activity, with girls being school-inclusive and boys being school-exclusive. Conclusion. Recommendations to use friendship as a basis for classroom grouping for cognitive tasks may facilitate performance of some pairings, but may also inhibit the performance of others. This is shown very clearly with regard to gender. Some of the difference in cognitive task performance may be explained by distinct, cultural (and social capital) orientations to friendship activities, with girls integrating school and educational considerations into friendship, and boys excluding school and educational considerations.