{"product_id":"kalman-filter-and-its-applications-von-charvi-tandon-amal-khursheed-und-nidhi-gupta","title":"Kalman Filter and its Applications","description":"\u003cp\u003eThe Kalman filter is a set of mathematical equations  that provides an efficient computational means to  estimate the state of a process, in a way that  minimizes the mean of the squared error. The filter  is very powerful in several aspects: it supports  estimations of past, present, and even future  states, and it can do so even when the precise  nature of the modelled system is unknown. It has  several applications such as Noise Cancellation,  Tracking, System Identification etc. This book  illustrates the use of Kalman filter to remove noise  from an erroneous signal. It also defines how Kalman  Filter can be used to estimate position and velocity  of a moving object. Kalman Filter can also predict  position of the object in advance. System  Identification is one of the most interesting  applications of Kalman Filter. Based on the error  signal, the filter''s coefficients are updated and  corrected, in order to adapt, so the output signal  has the same values as the reference signal. The  application enables remarkable developments and  research, creating an opportunity for automation and  prediction.\u003c\/p\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783838398273\"\u003e\u003ch3\u003eThe study of the application of Kalman Filters in various fields of Digital Signal Processing\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Softcover - 9783838398273","offer_id":39497134637149,"sku":"9783838398273","price":49.0,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/79d47b3d-f39b-42f3-b6cc-ab07f19ff62d.jpg?v=1773383234","url":"https:\/\/shop.autorenwelt.de\/en\/products\/kalman-filter-and-its-applications-von-charvi-tandon-amal-khursheed-und-nidhi-gupta","provider":"Autorenwelt Shop","version":"1.0","type":"link"}