Augmented state Kalman filtering for AUV navigation

Addresses the problem of estimating the motion of an autonomous underwater vehicle (AUV), while it constructs a visual map ("mosaic" image) of the ocean floor. The vehicle is equipped with a down-looking camera which is used to compute its motion with respect to the seafloor. As the mosaic increases in size, a systematic bias is introduced in the alignment of the images which form the mosaic. Therefore, this accumulative error produces a drift in the estimation of the position of the vehicle. When the arbitrary trajectory of the AUV crosses over itself, it is possible to reduce this propagation of image alignment errors within the mosaic. A Kalman filter with augmented state is proposed to optimally estimate both the visual map and the vehicle position

Control de trajectòries òptimes en vehicles submarins : modelització d'un vehicle submarí i estudi de la seva controlabilitat i control òptim de la trajectòria sota linearització

Es modelitza un vehicle submarí i s'estudien diferents alternatives de control sota linearització sota l'assumpció d'una geometria d'elipsoide prolat, obtenint les gràfiques de l'estat i el control en un interval de temps.

Disseny de les llantes en material compòsit de les rodes davanteres i roda posterior del vehicle de baix consum "Àguila"

Durant els últims dos anys un grup d’estudiants de l’Escola Politècnica Superior de laUniversitat de Girona han construït i evolucionat un prototip per competir en la Shell EcoMarathon, una cursa de caràcter internacional que es celebra cada any a Nogaro (França) ia on l’objectiu primordial és aconseguir el mínim consum. Equips de diferents països delmón recorren amb els seus prototips la mateixa distància i el guanyador és qui en finalitzarhagi fet servir menys quantitat de combustible. La intenció de l’equip és continuar competint en aquest cursa durant els propers anys, peraquest motiu cada any es plantegen noves modificacions a realitzar per tal d’aconseguir unprototip més competitiu. Una de les modificacions consisteix en substituir les actuals llantesd’alumini equipades en el vehicle per unes llantes lenticulars fabricades en fibra de carboni.Aquestes llantes en material compòsit representen una millora en prestacions respecte lesllantes convencionals en reduir la inèrcia.Escollir la fibra de carboni com el material a emprar no ha estat a l’atzar. Els avantatges quecomporta la fibra de carboni en referència als rati rigidesa/pes i resistència/pes sónindiscutibles. La resistència a la fatiga d’aquest tipus de material és més elevada que la del’alumini, material utilitzat en les actuals llantes, a més, la voluntat d’entendre millor elcomportament i els processos de fabricació d’aquest material per part dels membres del’equip posicionen a la fibra de carboni com el material més idoni.La solució final adoptada pel disseny de les llantes consta per la unió adhesiva de duespeces iguals fabricades en fibra de carboni. La facilitat de poder fabricar dos “plats” simètricsresulta el punt fort d’aquest disseny, el qual, amb un únic motllo s’arriben a construir latotalitat de les llantes

Pose-based SLAM with probabilistic scan matching algorithm using a mechanical scanned imaging sonar

This paper proposes a pose-based algorithm to solve the full SLAM problem for an autonomous underwater vehicle (AUV), navigating in an unknown and possibly unstructured environment. The technique incorporate probabilistic scan matching with range scans gathered from a mechanical scanning imaging sonar (MSIS) and the robot dead-reckoning displacements estimated from a Doppler velocity log (DVL) and a motion reference unit (MRU). The proposed method utilizes two extended Kalman filters (EKF). The first, estimates the local path travelled by the robot while grabbing the scan as well as its uncertainty and provides position estimates for correcting the distortions that the vehicle motion produces in the acoustic images. The second is an augment state EKF that estimates and keeps the registered scans poses. The raw data from the sensors are processed and fused in-line. No priory structural information or initial pose are considered. The algorithm has been tested on an AUV guided along a 600 m path within a marina environment, showing the viability of the proposed approach

Model-based objects recognition in industrial environments for autonomous vehicles control

Behavior-based navigation of autonomous vehicles requires the recognition of the navigable areas and the potential obstacles. In this paper we describe a model-based objects recognition system which is part of an image interpretation system intended to assist the navigation of autonomous vehicles that operate in industrial environments. The recognition system integrates color, shape and texture information together with the location of the vanishing point. The recognition process starts from some prior scene knowledge, that is, a generic model of the expected scene and the potential objects. The recognition system constitutes an approach where different low-level vision techniques extract a multitude of image descriptors which are then analyzed using a rule-based reasoning system to interpret the image content. This system has been implemented using a rule-based cooperative expert system

Visual SLAM for 3D large-scale seabed acquisition employing underwater vehicles

This paper presents a novel technique to align partial 3D reconstructions of the seabed acquired by a stereo camera mounted on an autonomous underwater vehicle. Vehicle localization and seabed mapping is performed simultaneously by means of an Extended Kalman Filter. Passive landmarks are detected on the images and characterized considering 2D and 3D features. Landmarks are re-observed while the robot is navigating and data association becomes easier but robust. Once the survey is completed, vehicle trajectory is smoothed by a Rauch-Tung-Striebel filter obtaining an even better alignment of the 3D views and yet a large-scale acquisition of the seabed

Simulating fuel consumption and vehicle emissions in an Australian context

Road transport is a major source of air pollution and greenhouse gas emissions around the world. There is an increasing interest in accurate information on local vehicle emission levels for policy development and sustainable traffic management. Previous studies have shown that emission predictions for the Australian situation need to reflect both the Australian fleet and driving behaviour to avoid unreliable outcomes. This paper discusses a new Australian vehicle emission software (PΔP) and a case-study where traffic simulation software (Aimsun) is combined with PΔP to demonstrate how consistent results can be achieved for the Australian situation. The case-study is an Australian city modelled using the microscopic simulator to generate the required trajectory data of each individual vehicle for the emission model. The simulation results are used in a number of ways: to assess the impacts of urban driving behaviour on fuel consumption, to create maps showing where and when elevated emission levels occur and to compare results with another program (COPERT Australia). The paper will also discuss where further research is required.

The scrutiny of the principle of subsidiarity by autonomous regional parliaments with particular reference to the participation of the Parliament of Catalonia in the early warning system

The purpose of this article is to offer a practical approach to the new European dimension for regional parliaments signified by the entry into force of the Treaty of Lisbon. The parliamentary scrutiny of subsidiarity by way of the early warning system has assigned a new mission to legislative assemblies with the aim of reinforcing the intervention of regions in the drafting of policies by Union institutions. In the Spanish case, the institutionalisation of this mechanism came about with Act nº 24/2009, which attributes to the Joint Committee for the European Union, in the name of the Cortes Generales [the Spanish Parliament], the function of receiving the proposals for legislative acts by the EU and transferring them to the regional parliaments in order for the latter to issue, in a brief period of four weeks, a report on compliance with the principle of subsidiarity. The majority of regional parliaments have also carried out normative reforms to regulate the procedure of participation in the early warning system.

The referendum and popular consultations in the Autonomous State

The referendum is a poorly used mechanism for direct participation in the Spanish system, at both state and regional level. The discussion on the feasibility of this system at regional level has been examined by the Constitutional Court. Influenced by the reluctance with which constituents viewed the mechanisms of direct democracy, they still have a reductive view of the referendum. The State therefore reserves the right to exercise very intensive controls on the provision and authorization of referendums and on the specific exercise of each referendum

Estudi i simulació aerodinàmica amb programari de dinàmica de fluids computacional (CFD) en un model bàsic de vehicle de competició de la categoria CM (curses de muntanya)

Aquest projecte té com a objectiu la simulació numérica de la carrosseria d’ un vehicle de curses de muntanya de categoria CM

El vehicle elèctric: té problemes de comunicació?

Something on the level of pure electric vehicle communication is failing. If the benefits are so obvious: reducing emissions, existing technology, etc., why not EV, start to lead the global sales? Whose interests may be behind it?