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[pt] ABORDAGENS DE COORDENAÇÃO DE VOO PARA GRUPOS DE VANT EM COLETA DE DADOS DE WSN / [en] FLIGHT COORDINATION APPROACHES OF UAV SQUADS FOR WSN DATA COLLECTIONBRUNO JOSÉ OLIVIERI DE SOUZA 31 May 2019 (has links)
[pt] Redes de sensores sem fio (WSN) são uma importante alternativa na coleta de dados em diversas situações, tais como no monitoramento de grandes áreas ou áreas que apresentem perigo. A recuperação de dados de WSNs é uma importante atividade que pode obter melhores resultados com o uso de veículos aéreos não tripulados (UAV) como, por exemplo, em relação ao aumento da quantidade de dados coletados e diminuição do tempo entre a coleta dos dados e seu uso. Em particular, áreas tomadas por desastres podem ficar sem recursos de comunicação e com grande risco residual para humanos, momento no qual uma WSN pode ser rapidamente lançada por via aérea e atuar na coleta de dados relevantes até que medidas pertinentes e dedicadas possam ser colocadas em ação. Estudos apresentam abordagens no uso de UAVs para coleta dos dados de WSN, focando principalmente na otimização do caminho a ser percorrido por um único UAV e se baseando em uma comunicação de longo alcance sempre disponível, não explorando a possibilidade da utilização de diversos UAVs ou à limitação do alcance da comunicação. Neste trabalho apresentamos o DADCA, uma abordagem distribuída escalável capaz de coordenadar
grupos de UAVs na coleta de dados de WSN sob restrições de alcance de comunicação, sem fazer uso de técnicas de otimização. Resultados indicam que a quantidade de dados coletados pelo DADCA é semelhante ou superior, em até 1 porcento, a abordagens de otimização de caminhos percorridos por UAVs. O atraso no recebimento de mensagens de sensores é até 46 porcento menor do que outras abordagens e o processamento necessário a bordo de UAVs é no mínimo menor do que 75 porcento do que aqueles que utilizam algoritmos baseados em otimização. Os resultados apresentados indicam que o DADCA é capaz de igualar e até superar outras abordagens apresentadas, agregando vantagens de uma abordagem distribuída. / [en] Wireless sensor networks (WSNs) are an important means of collecting data in a variety of situations, such as monitoring large or hazardous areas. The retrieval of WSN data can yield better results with the use of unmanned aerial vehicles (UAVs), for example, concerning the increase in the amount of collected data and decrease in the time between the collection and use of the data. In particular, disaster areas may be left without communication resources and with great residual risk to humans, at which point a WSN can be quickly launched by air to collect relevant data until other measures can be put in place. Some studies present approaches to the use of UAVs for the collection of WSN data, focusing mainly on optimizing the path to be covered by a single UAV and relying on long-range communication that is always available; these studies do not explore the possibility of using several UAVs or the limitations on the range of communication. This work describes DADCA, a distributed scalable approach capable of coordinating groups of UAVs in WSN data collection with restricted communication range and without the use of optimization techniques. The results show that the amount of data collected by DADCA is similar or superior, by up to 1 percent, to path optimization approaches. In the proposed approach, the delay in receiving sensor messages is up to 46 percent shorter than in other approaches, and the required processing onboard UAVs can reach less than 75 percent of those using optimization-based algorithms. The results indicate that the DADCA can match and even surpass other approaches presented, while also adding the advantages of a distributed approach.
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Time and Space-Efficient Algorithms for Mobile Agents in an Anonymous NetworkKosowski, Adrian 26 September 2013 (has links) (PDF)
Computing with mobile agents is rapidly becoming a topic of mainstream research in the theory of distributed computing. The main research questions undertaken in this study concern the feasibility of solving fundamental tasks in an anonymous network, subject to limitations on the resources available to the agent. The considered challenges include: exploring a graph by means of an agent with limited memory, discovery of the network topology, and attempting to meet with another agent in another network (rendezvous). The constraints imposed on the agent include the number of moves which the agent is allowed to perform in the network, the amount of state memory available to the agent, the ability of the agent to communicate with other agents, as well as its a priori knowledge of the network topology or of global parameters.
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Étude de la complexité des implémentations d'objets concurrents, sans attente, abandonnables et/ou solo-rapides / On the complexity of wait-free, abortable and/or solo-fast concurrent object implementationsCapdevielle, Claire 03 November 2016 (has links)
Dans un ordinateur multiprocesseur, lors de l'accès à la mémoire partagée, il faut synchroniser les entités de calcul (processus). Cela peut se faire à l'aide de verrous, mais des problèmes se posent (par exemple interblocages, mauvaise tolérance aux pannes). On s'est intéressé à l'implémentation d'abstractions (consensus et construction universelle) qui peuvent faciliter la programmation concurrente sans attente, sans utiliser de verrous mais basés sur des lectures/écritures atomiques (LEA). L'usage exclusive des LEA ne permet pas de réaliser un consensus sans attente. Néanmoins, autoriser l'usage de primitives offrant une puissance de synchronisation plus forte que des LEA, mais coûteuse en temps de calcul, le permet. Nous nous sommes donc intéressés dans cette thèse à des programmes qui limitent l'usage de ces primitives aux seules situations où les processus sont en concurrence, ces programmes sont dit solo-rapides. Une autre piste étudiée est de permettre à l'objet, lorsqu'il y a de la concurrence, de retourner une réponse spéciale "abandon" qui signifie l'abandon des calculs en cours. Ces objets sont dit abandonnables. D'une part, nous donnons des implémentations d'objets concurrents sans attente, abandonnables et/ou solo-rapides. Pour cela, nous proposons une construction universelle qui assure à l'objet implémenté d'être abandonnable et solo-rapide ; nous avons réalisés des algorithmes de consensus solo-rapides et des algorithmes de consensus abandonnable. D'autre part nous étudions la complexité en espace de ces implémentations en proposant des bornes inférieures sur l'implémentation des objets abandonnables et sur le consensus. / In multiprocessor computer, synchronizations between processes are needed for the access to the shared memory. Usually this is done by using locks, but there are some issues as deadlocks or lack of fault-tolerance. We are interested in implementing abstractions (as consensus or universal construction) which ease the programming of wait-free concurrent objects, without using lock but based on atomic Read/Write operations (ARW). Only using the ARW does not permit to implement wait-free consensus. The use of primitives which offer a higher power of synchronization than the ARW is needed. But these primitives are more expensive in computing time. Therefore, we are interested in this thesis in the design of algorithms which restrict the use of these primitives only to the cases where processes are in contention. These algorithms are said solo-fast. Another direction is to allow the object to abort the computation in progress - and to return a special response "abort" - when there is contention. These objects are named abortable. On the one hand we give wait-free, abortable and/or solo-fast concurrent object implementations. Indeed we proposed a universal construction which ensure to the implemented object to be abortable and solo-fast. We have also realized solo-fast consensus algorithms and abortable consensus algorithms. On the other hand, we study the space complexity of these implementations : we prove space lower bound on the implementation of abortable object and consensus.
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Transient And Distributed Algorithms To Improve Islanding Detection Capability Of Inverter Based Distributed GenerationAl Hosani, Mohamed 01 January 2013 (has links)
Recently, a lot of research work has been dedicated toward enhancing performance, reliability and integrity of distributed energy resources that are integrated into distribution networks. The problem of islanding detection and islanding prevention (i.e. anti-islanding) has stimulated a lot of research due to its role in severely compromising the safety of working personnel and resulting in equipment damages. Various Islanding Detection Methods (IDMs) have been developed within the last ten years in anticipation of the tremendous increase in the penetration of Distributed Generation (DG) in distribution system. This work proposes new IDMs that rely on transient and distributed behaviors to improve integrity and performance of DGs while maintaining multi-DG islanding detection capability. In this thesis, the following questions have been addressed: How to utilize the transient behavior arising from an islanding condition to improve detectability and robust performance of IDMs in a distributive manner? How to reduce the negative stability impact of the well-known Sandia Frequency Shift (SFS) IDM while maintaining its islanding detection capability? How to incorporate the perturbations provided by each of DGs in such a way that the negative interference of different IDMs is minimized without the need of any type of communication among the different DGs? It is shown that the proposed techniques are local, scalable and robust against different loading conditions and topology changes. Also, the proposed techniques can successfully distinguish an islanding condition from other disturbances that may occur in power system networks. This work improves the efficiency, reliability and safety of integrated DGs, which presents a necessary advance toward making electric power grids a smart grid.
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