Abstract

We present efficient measurement models for localization in a feature based EKF SLAM framework. Both points and segments form the features, points include corners formed by intersection of wall like segments. The point features are described by its coordinates, while the segment feature is represented by the angle made by the normal to the segment from the global origin with the abscissa called the normal angle or N-angle for short. The measurement equation involves measuring the distance and bearing to the point feature and only bearing to the line feature. The distance measurement to the segment is intentionally kept out of the measurement equation due to its inefficacy in correcting the robot and landmarks state. This arises due to very large differences in the predicted and observed distances even for modest measurement errors when the robot is not very near the segment. Hence for this reason the segment feature is represented only by its N-angle devoid of distance since such a representation results in better state correction. The number of computations resulting from the covariance matrix updates is also less than a representation that includes both N-distance and N-angle.

Abstract

In environments with identical features, the global localization of a robot, might result in multiple hypotheses of its location. If the situation is extrapolated to multiple robots, it results in multiple hypotheses for multiple robots. The localization is facilitated if the robots are actively guided towards locations where it can use other robots as well as obstacles to localize itself. This paper aims at presenting a learning technique for the above process of active localization of multiple robots by co-operation. An MDP framework is used for learning the task, over a semi-decentralized team of robots hereby maintaining a bounded complexity as opposed to various multi-agent learning techniques, which scale exponentially with the increase in the number of robots.

Abstract

The ability to detect, and track multiple moving objects like person and other robots, is an important prerequisite for mobile robots working in dynamic indoor environments. We approach this problem by detecting independently moving objects in image sequence from a monocular camera mounted on a robot. We use multi-view geometric constraints to classify a pixel as moving or static. The first constraint, we use, is the epipolar constraint which requires images of static points to lie on the corresponding epipolar lines in subsequent images. In the second constraint, we use the knowledge of the robot motion to estimate a bound in the position of image pixel along the epipolar line. This is capable of detecting moving objects followed by a moving camera in the same direction, a so-called degenerate configuration where the epipolar constraint fails. To classify the moving pixels robustly, a Bayesian framework is used to assign a probability that the pixel is stationary or dynamic based on the above geometric properties and the probabilities are updated when the pixels are tracked in subsequent images. The same framework also accounts for the error in estimation of camera motion. Successful and repeatable detection and pursuit of people and other moving objects in realtime with a monocular camera mounted on the Pioneer 3DX, in a cluttered environment confirms the efficacy of the method.

Abstract

In this paper we deduce the evolution of a four wheeled active suspension rover from a five wheeled passive suspension rover. The aim of this paper is to design a suspension mechanism which utilizes the advantages of both passive suspension and active suspension rover. Both the design considered here are simpler than the existing suspension mechanisms in the sense that the number of links as wells as the number of joints have been significantly reduced without compromising the climbing capability of the rover. We first analyze the kinematics of the five wheeled rover and its motion pattern while climbing an obstacle and try to deduce the same motion pattern and capability in the four wheeled rover. Both the suspension mechanism consists of two planar closed kinematic chains on each side of the rover. We also deduce the control strategy for the active suspension rover wherein only two actuators are used to control the internal configuration of the rover. To the best of author's knowledge this is the minimum number of actuators required to control the internal configuration of a active suspension while operating on a fully 3D rough terrain. Extensive uneven terrain simulations are performed for both 5-wheeled and 4-wheeled rover and a comparative analysis has been done on maximum coefficient of friction and torque requirements.

Abstract

Incorporating ferromagnetic materials into integrated microwave devices is a promising approach for the development of on-chip high-performance circuit components. Therefore, high-frequency domain-wall motion and magnetization rotation, which yield permeability, are of primary interest. However, so far it has not been attempted to physically separate high-frequency domain-wall motion and magnetization rotation driven by external magnetic field excitation. Nor have attempts for the corresponding characterizations. In this work, patterned permalloy films are integrated with on-chip microstrip lines. Domain-wall motion and magnetization rotation are separated through aspect ratio and dimension control. The measured results show that high-frequency-field driven domain-wall motion is fast, different from current driven domain-wall motion. It is also shown that coupling effects are not important when the distance between two adjacent permalloy films is~ 1 μm despite their large lateral dimensions. Finally, surface topography affects domain structures and corresponding dynamic processes.

Abstract

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Abstract

Identification of base pairs which can participate, through multimodality of edge interactions, in conformational switching events, and evaluation of possible environmental factors responsible for the switching can lead to greater understanding of RNA functional dynamics. Moleculardynamics studies by Schneider et al involving multimodality in C:U W:W cis interactions in aqueous medium, arguments forwarded by Van Dongen et al in support of a pH dependent G:C W:W cis to G:C H:W cis conformational switch and the postulation of putative role of a minor motifs in ribosomal dynamics through structure analysis, are examples of efforts in this section. Here we discuss the computational analysis of a putative pH dependant conformational switching of G:G base pairs in RNA structures.

Abstract

In this paper, we have computationally described the interaction of yDNA bases with small gold clusters through a variety of aspects including geometrical, spectroscopic and energetic one. To get insights in to essential elements of this interaction, the contribution of typical energy interaction components have also been investigated.

Abstract

Controlling dynamics at the atomic level is a primary goal of chemists. In the last decade, Optimal control theory (OCT) has emerged as one comprehensive means of designing laser pulses for achieving prescribed dynamical goals. We have used OCT to obtain infrared laser pulses for the selective vibrational excitation of several different systems, from a simple diatomic to triatomic systems located in complex molecular environments. We will present our results obtained for the diatomic system HF applying OCT using different algorithmic methods, namely an iterative method, conjugate gradient method and genetic algorithms. The results of a new dynamic method for applying the penalty term needed to keep the power in the electric field of the laser within reasonable bounds will be discussed. For the triatomic FeCO, we use a two mathematical dimensional model of carboxy-myoglobin. Density functional theory is used to obtain the potential energy and dipole moment surfaces of the active site model. The Conjugate gradient method is employed to optimize the cost functional and to obtain the optimized laser pulses. Optimized laser fields are found which give virtually 100% excitation probability to preselected vibrational levels. Similar application to hydrogen bonding in a complex system will also be presented.

Abstract

The synthesis of modified versions of DNA is an area that is receiving much attention because of their potential applications in biotechnology and nanotechnology. Recently, Eric Kool et al have re-engineered an expanded version of DNA by pairing size expanded x-bases with normal bases in a complementary manner, which they called as xDNA. xDNA bases are analogues of natural bases that are formed by insertion of benzene ring into the natural bases. Recently, there was arisen a huge interest in conducting properties of metal bound DNA structures. We use quantum chemistry methods to investigate the structural and electronic properties of x-bases and their interaction with gold atoms, in order to explore develop insight into the nature of binding between gold atoms and size expanded DNA.