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Systems and Algorithms for Automated Collaborative Observation using Networked Robotic CamerasXu, Yiliang 2011 August 1900 (has links)
The development of telerobotic systems has evolved from Single Operator Single Robot (SOSR) systems to Multiple Operator Multiple Robot (MOMR) systems. The relationship between human operators and robots follows the master-slave control architecture and the requests for controlling robot actuation are completely generated by human operators. Recently, the fast evolving advances in network and computer technologies and decreasing size and cost of sensors and robots enable us to further extend the MOMR system architecture to incorporate heterogeneous components such as humans, robots, sensors, and automated agents. The requests for controlling robot actuation are generated by all the participants. We term it as the MOMR++ system. However, to reach the best potential and performance of the system, there are many technical challenges needing to be addressed. In this dissertation, we address two major challenges in the MOMR++ system development. We first address the robot coordination and planning issue in the application of an autonomous crowd surveillance system. The system consists of multiple robotic pan-tilt-zoom (PTZ) cameras assisted with a fixed wide-angle camera. The wide-angle camera provides an overview of the scene and detects moving objects, which are required for close-up views using the PTZ cameras. When applied to the pedestrian surveillance application and compared to a previous work, the system achieves increasing number of observed objects by over 210% in heavy traffic scenarios. The key issue here is given the limited number (e.g., p (p > 0)) of PTZ cameras and many more (e.g., n (n >> p)) observation requests, how to coordinate the cameras to best satisfy all the requests. We formulate this problem as a new camera resource allocation problem. Given p cameras, n observation requests, and [epsilon] being approximation bound, we develop an approximation algorithm running in O(n/[epsilon]³ + p²/[epsilon]⁶) time, and an exact algorithm, when p = 2, running in O(n³) time. We then address the automatic object content analysis and recognition issue in the application of an autonomous rare bird species detection system. We set up the system in the forest near Brinkley, Arkansas. The camera monitors the sky, detects motions, and preserves video data for only those targeted bird species. During the one-year search, the system reduces the raw video data of 29.41TB to only 146.7MB (reduction rate 99.9995%). The key issue here is to automatically recognize the flying bird species. We verify the bird body axis dynamic information by an extended Kalman filter (EKF) and compare the bird dynamic state with the prior knowledge of the targeted bird species. We quantify the uncertainty in recognition due to the measurement uncertainty and develop a novel Probable Observation Data Set (PODS)-based EKF method. In experiments with real video data, the algorithm achieves 95% area under the receiver operating characteristic (ROC) curve. Through the exploration of the two MOMR++ systems, we conclude that the new MOMR++ system architecture enables much wider range of participants, enhances the collaboration and interaction between participants so that information can be exchanged in between, suppresses the chance of any individual bias or mistakes in the observation process, and further frees humans from the control/observation process by providing automatic control/observation. The new MOMR++ system architecture is a promising direction for future telerobtics advances.
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Åtgärder som kan förbättra röntgensjuksköterskans följsamhet till basala hygienrutiner med fokus på handhygien : En integrativ litteraturöversikt / Actions that can improve radiology nurse's compliance with basic hygiene practice with a focus on hand hygiene : An integrative literature reviewAndersson, Catarina, Lindström, Camilla January 2019 (has links)
Röntgenavdelningen har ett blandat flöde av patienter vilket medför att denna är en potentiell smittväg för olika sjukdomar. För att minska risken för smittspridning är det viktigt att de basala hygienrutinerna följs, dock visar studier på att följsamheten till de basala hygienrutinerna är låg. Syfte: Syftet med denna litteraturöversikt var att undersöka hur röntgensjuksköterskans följsamhet till handhygienrutiner kan förbättras. Metod: En integrativ litteraturöversikt där vetenskapliga artiklar har sökts i databaserna PubMed och CINAHL. 15 artiklar har kvalitetsgranskats, kategoriserats, analyserats och slutligen har resultatet sammanställts och en syntes skrivits. Resultat: Olika typer av interventioner, såsom utbildning, information, automatiserade observationssystem och multimodala interventioner kan vara hjälpsamma i arbetet med att förbättra följsamheten till handhygienrutinerna Slutsats: Praktisk och teoretisk utbildning, en engagerad ledning och ett klimat i kombination med god tillgång till handhygienprodukter och påminnelser om att utföra handhygien är viktiga delar i arbetet med att förbättra följsamheten till handhygienrutiner. / The radiology department has a mixed flow of patients which means that it has the potential to become a site for infection transmission. In order to reduce the risk of infection spreading it is important that the basic hand hygiene routines are followed. However, studies show that the compliance with the basic hand hygiene routines is low. Aim: The aim was to examine how the radiographer's adherence to hand hygiene practices can be improved. Method: An integrative literature review where scientific articles were searched in the PubMed and CINAHL databases. 15 articles have been quality reviewed, categorized, analyzed and finally the result has been compiled and a synthesis written. Result: Different types of interventions, such as education, information, automated observation systems and multimodal interventions, can be helpful in improving compliance with hand hygiene routines. Conclusion: Practical and theoretical education, dedicated management and a responsible climate combined with good access to hand hygiene products and reminders to perform hand hygiene are important parts of the work to improve compliance with hand hygiene routines.
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