A survey of self organisation in future cellular networks

This article surveys the literature over the period of the last decade on the emerging field of self organisation as applied to wireless cellular communication networks. Self organisation has been extensively studied and applied in adhoc networks, wireless sensor networks and autonomic computer networks; however in the context of wireless cellular networks, this is the first attempt to put in perspective the various efforts in form of a tutorial/survey. We provide a comprehensive survey of the existing literature, projects and standards in self organising cellular networks. Additionally, we also aim to present a clear understanding of this active research area, identifying a clear taxonomy and guidelines for design of self organising mechanisms. We compare strength and weakness of existing solutions and highlight the key research areas for further development. This paper serves as a guide and a starting point for anyone willing to delve into research on self organisation in wireless cellular communication networks

Towards improving WEBSOM with multi-word expressions

Dissertação para obtenção do Grau de Mestre em Engenharia InformáticaLarge quantities of free-text documents are usually rich in information and covers several topics. However, since their dimension is very large, searching and filtering data is an exhaustive task. A large text collection covers a set of topics where each topic is affiliated to a group of documents. This thesis presents a method for building a document map about the core contents covered in the collection. WEBSOM is an approach that combines document encoding methods and Self-Organising Maps (SOM) to generate a document map. However, this methodology has a weakness in the document encoding method because it uses single words to characterise documents. Single words tend to be ambiguous and semantically vague, so some documents can be incorrectly related. This thesis proposes a new document encoding method to improve the WEBSOM approach by using multi word expressions (MWEs) to describe documents. Previous research and ongoing experiments encourage us to use MWEs to characterise documents because these are semantically more accurate than single words and more descriptive

Theories of managerial action and their impact on the conceptualisation of executive careers.

In this paper I outline one of the developments in the social sciences and macro organizational theory that could be of special profit for academic work on careers. I argue that a theory of action perspective is timely because its assumptions fit extremely well with the heterogeneity and lability of today’s structures and the plurality and unpredictability they bring to careers. I suggest there are two basic potential contributions of theories of action to the field of careers. First, they endorse the relevance of the shift in the basic image of managers’ careers, from the analogy of an ascendant trajectory of positions, to that of an idiosyncratic sequence of experiences loosely related to an organisational architecture. Second, they reinforce Weick’s arguments (1996) that careers cannot be conceived of merely as a dependent variable, as just “following” structures. Both contributions spring from a notion of management work in theories of action as essentially local, tactical, and pragmatic, with enacting or social constructionist effects on structure and organizations.executive careers; structure; organizations;

Image database retrieval using neural networks

This thesis was submitted for the degree of Doctor of Philosophy and awarded by Brunel University.The broad objective of this work has been to achieve retrieval of images from large unconstrained databases using image content. The problem is typified by the need to locate a target image within a database where no numerical indexing terms exist. Here, retrieval is based on important features within in an image and uses sample images or user sketches to specify a query. A typical query might be framed as "Find all images similar to this one", for example. The aim of this work has been to show how neural networks can provide a practical, flexible and robust solution to this problem. A neural network is basically an adaptive information filter which can be used to extract the salient characteristics of a data set during a training phase. The transformation learnt by the network can map the images into compact indices which support very rapid fuzzy matching of images across the database. This learning process optimises the performance of the code with respect to the contents of the database. We assess the applicability of several neural network architectures and learning rules for a practical coding scheme and investigate how the system parameters affect the performance of the system. We introduce a novel learning law which has a number of advantages over existing paradigms. In-depth mathematical analysis and extensive empirical tests are used to corroborate the arguments presented throughout. This thesis aims to show the nature of the image retrieval problem, how current research trends attempt to tackle it and how neural networks can offer us a real alternative to conventional approaches

Self-directedness, integration and higher cognition

In this paper I discuss connections between self-directedness, integration and higher cognition. I present a model of self-directedness as a basis for approaching higher cognition from a situated cognition perspective. According to this model increases in sensorimotor complexity create pressure for integrative higher order control and learning processes for acquiring information about the context in which action occurs. This generates complex articulated abstractive information processing, which forms the major basis for higher cognition. I present evidence that indicates that the same integrative characteristics found in lower cognitive process such as motor adaptation are present in a range of higher cognitive process, including conceptual learning. This account helps explain situated cognition phenomena in humans because the integrative processes by which the brain adapts to control interaction are relatively agnostic concerning the source of the structure participating in the process. Thus, from the perspective of the motor control system using a tool is not fundamentally different to simply controlling an arm

Integrated characterisation of mud-rich overburden sediment sequences using limited log and seismic data: Application to seal risk

Muds and mudstones are the most abundant sediments in sedimentary basins and can control fluid migration and pressure. In petroleum systems, they can also act as source, reservoir or seal rocks. More recently, the sealing properties of mudstones have been used for nuclear waste storage and geological CO2 sequestration. Despite the growing importance of mudstones, their geological modelling is poorly understood and clear quantitative studies are needed to address 3D lithology and flow properties distribution within these sediments. The key issues in this respect are the high degree of heterogeneity in mudstones and the alteration of lithology and flow properties with time and depth. In addition, there are often very limited field data (log and seismic), with lower quality within these sediments, which makes the common geostatistical modelling practices ineffective. In this study we assess/capture quantitatively the flow-important characteristics of heterogeneous mud-rich sequences based on limited conventional log and post-stack seismic data in a deep offshore West African case study. Additionally, we develop a practical technique of log-seismic integration at the cross-well scale to translate 3D seismic attributes into lithology probabilities. The final products are probabilistic multiattribute transforms at different resolutions which allow prediction of lithologies away from wells while keeping the important sub-seismic stratigraphic and structural flow features. As a key result, we introduced a seismically-driven risk attribute (so-called Seal Risk Factor "SRF") which showed robust correspondence to the lithologies within the seismic volume. High seismic SRFs were often a good approximation for volumes containing a higher percentage of coarser-grained and distorted sediments, and vice versa. We believe that this is the first attempt at quantitative, integrated characterisation of mud-rich overburden sediment sequences using log and seismic data. Its application on modern seismic surveys can save days of processing/mapping time and can reduce exploration risk by basing decisions on seal texture and lithology probabilities

Direct deliberative governance and the Web: The collaborative work of democratic decision-making mediated by an online social environment

Direct deliberative democracy presents a conceptually attractive model of civic governance – particularly relevant at local scale. We outline the 'work' of direct deliberative democracy by considering its underlying principles and objectives, and discuss four fundamental challenges that are commonly proposed: the difficulty of coordinating direct participation, the expertise required of participants, the often underestimated dynamics of power in direct action, and that deliberation is not necessarily the sole, ideal mode of participation. At hand of a case study of an online 'community of interest', the paper investigates the potential role of social media to facilitate this work, and to mitigate the challenges cited

When is a linguist not a linguist: the multifarious activities and expectations for a linguist in an Australian language centre

The role of linguists employed in Aboriginal community language centres requires three considerations to be addressed by the language centres themselves, by the linguists and by the organisations that prepare them: what is required of the linguist by language centres; to what extent does the linguist's own skills, interests and ideology match what is required by their position; and how the linguist’s capabilities can best be matched to the requirements of the language centre. These three considerations are complex, in part specific to each language centre, and can involve skills that are not immediately oriented to, or transferable from, academic knowledge and skills. The sensitive and urgent nature of language revitalisation means that high expectations are often placed on the linguist by the language centre, which can lead to disappointment for all parties in various ways, and could even compromise the effectiveness of the language revitalisation. This paper attempts to critically address these three dimensions in relation to a Western Australian language centre, focussing on a case study of a community-based languages exhibition that took place in 2008. It describes the context of the language centre and then considers the role of the linguist operating within a sociolinguistically-oriented theoretical and methodological framework to revitalize languages, identifying different conceptualisations of the role. The case study explores the range of requirements made of the linguist during the languages exhibition project, and presents some reflections on the role in that context. *This paper is in the series The Role of Linguists in Indigenous Community Language Programs in Australia, edited by John Henderson.National Foreign Language Resource Cente