{"product_id":"track-before-detect-using-expectation-maximisation-the-histogram-probabilistic-multi-hypothesis-tracker-theory-and-applications-hardcover","title":"Track-Before-Detect Using Expectation Maximisation: The Histogram Probabilistic Multi-Hypothesis Tracker: Theory and Applications - Hardcover","description":"\u003cp\u003eby \u003cb\u003eSamuel J. Davey\u003c\/b\u003e (Author), \u003cb\u003eHan X. Gaetjens\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003ePresents the only complete reference for the Probabilistic Multi-Hypothesis Tracker (PMHT)-algorithm\u003c\/p\u003e\u003cp\u003eOffers an accessible introduction to the method, including an intuitive derivation\u003c\/p\u003e\u003cp\u003eProvides application examples \u003c\/p\u003e\u003ch3\u003eBack Jacket\u003c\/h3\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eThis book offers a detailed description of the histogram probabilistic multi-hypothesis tracker (H-PMHT), providing an accessible and intuitive introduction to the mathematical mechanics of H-PMHT as well as a definitive reference source for the existing literature on the method. Beginning with basic concepts, the authors then move on to address extensions of the method to a broad class of tracking problems. The latter chapters present applications using recorded data from experimental radar, sonar and video sensor systems. The book is supplemented with software that both furthers readers' understanding and acts as a toolkit for those who wish to apply the methods to their own problems.\u003c\/p\u003e\u003ch3\u003eAuthor Biography\u003c\/h3\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eSamuel Davey \u003c\/b\u003estudied engineering and mathematics at the University of Adelaide, culminating with a Ph.D. in signal processing in 2003. He has worked for the Defence Science and Technology Group, Australia, since 1995 in the areas of target tracking, tracker performance assessment, and multi-sensor\u003c\/p\u003e\u003cp\u003efusion; he is currently Group Leader, Geophysical Phenomenology and Performance Assessment. He is also a Visiting Research Fellow at the University of Adelaide, a senior member of the IEEE, and an associate editor of IEEE Signal Processing Letters. He is a co-author of the book Bayesian Methods in the Search for MH370. He received the 2011 JP LeCadre award for the best paper at the International Conference on Information Fusion and the 2012 DST Science and Engineering Excellence award for work on H-PMHT that led to this book.\u003c\/p\u003e\u003cp\u003e \u003c\/p\u003e\u003cp\u003e\u003cb\u003eHan Gaetjens\u003c\/b\u003e received an Honours degree in Mathematics from the University of South Australia in 2007 and the Ph.D. from the University of Adelaide in 2015. She has worked for the Defence Science and Technology Group, Australia, since 2007.\u003c\/p\u003e\u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 352\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.88 x 9.21 x 6.14 IN\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003eIllustrated:\u003c\/strong\u003e Yes\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e March 20, 2018\u003c\/div\u003e","brand":"Books by splitShops","offers":[{"title":"Default Title","offer_id":42711186636863,"sku":"9789811075926","price":233.26,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0105\/8226\/1823\/files\/945710a39214ce43a8b4ee45318baf27.webp?v=1765057601","url":"https:\/\/dhlswag.com\/products\/track-before-detect-using-expectation-maximisation-the-histogram-probabilistic-multi-hypothesis-tracker-theory-and-applications-hardcover","provider":"BBB","version":"1.0","type":"link"}