Global ETD Search

1	New Approaches to Ground Moving Target Indicator Radar Riedl, Michael Richard 28 December 2016 (has links) No description available. Electrical Engineering Engineering
2	Pattern-of-life extraction and anomaly detection using GMTI data Liu, Tsa Chun January 2019 (has links) Ground Moving Target Indicator (GMTI) uses the concept of airborne surveillance of moving ground objects to observe and take actions accordingly. This concept was established in the late 20th century and was put to test during the Gulf War to observe enemy movement on the other side of the mountain. During the war, due to limitations of technology, information such as enemy movement were usually observed through human readings. With the improvement of surveillance technology, tracking individual target became possible, which allows the extraction of useful features for advance usage. Such features, known as tracks, are the results of GMTI tracking. Although the quality of the tracker plays a crucial role in the system performance of this paper, the development of the tracker is not discussed in this paper. The developed system will use simulated ideal GMTI tracks as input dataset. This paper presents an end-to-end system that includes Anomaly GMTI (AGMTI) track simulation, Pattern of Life (PoL) extraction and Anomaly Detection System (ADS). All the subsystems (AGMTI, PoL and ADS) are independent of each other, so they can either be replaced or disabled to resemble different real-world scenarios. The results from AGMTI will provide inputs for the rest of the subsystems. The results from PoL extraction will be used to improve the performance of ADS. The proposed ADS is a semi-supervised learning detection system in which the system takes prior information to support and improve detection performance, but will still operate without prior information. The AGMTI tracks simulator will be simulated with an open-sourced software called Simulation of Urban Traffic (SUMO). The AGMTI tracks simulator subsystem will make use of SUMO's API to generate normal and anomaly GMTI tracks. The PoL extraction will be accomplished by using various clustering algorithms and statistical functions. The ADS will use combination of various anomaly detection algorithms for different anomaly events including statistical approach using Gaussian Mixture Model Expectation Maximization (GMM-EM), Hidden Markov Model (HMM), graphical approach using Weiler-Atherton Polygon Clipping (WAPC) and various clustering algorithms such as K-means clustering, Spectral clustering and DBSCAN. Finally, as extensions to the proposed system, this paper also presents Contextual Pattern of Life (CPoL) and Grouped Anomaly Detection. The CPoL is an extension to the PoL to enhance the quality and robustness of the extraction. The Grouped Anomaly is extension to both AGMTI track simulator and ADS to diversify the possible scenarios. The results from the ADS will be evaluated. Details of implementation will be provided so the system can be replicated. / Thesis / Master of Applied Science (MASc) Ground moving target indicator Pattern-of-life Clustering Anomaly detection Traffic Classification Simulation Model
3	Propulsion System Development for the CanX-4 and CanX-5 Dual Nanosatellite Formation Flying Mission Risi, Benjamin 04 July 2014 (has links) The Canadian Nanosatellite Advanced Propulsion System is a liquefied cold-gas thruster system that provides propulsive capabilities to CanX-4/-5, the Canadian Advanced Nanospace eXperiment 4 and 5. With a launch date of early 2014, CanX-4/-5's primary mission objective is to demonstrate precise autonomous formation flight of nanosatellites in low Earth orbit. The high-level CanX-4/-5 mission and system architecture is described. The final design and assembly of the propulsion system is presented along with the lessons learned. A high-level test plan provides a roadmap of the testing required to qualify the propulsion system for flight. The setup and execution of these tests, as well as the analyses of the results found therein, are discussed in detail. aerospace microsatellite nanosatellite propulsion formation flying canx4 canx5 canx-4 canx-5 canx-4/-5 SFL UTIAS cold-gas thruster satellite CNAPS NANOPS nano sulfur hexafluoride SF6 vibration testing spacecraft environmental testing propulsion testing low earth orbit canx2 canx-2 station keeping orbit maneuver orbital station-keeping liquefied cold-gas propulsion micropropulsion engineering space canadian space flight laboratory canadian advanced nanospace experiment PSLV micro-propulsion thruster interferometry ground moving target indicator on-orbit servicing and inspection 0538

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