Estimation is the process of inferring the value of an unknown given quantity of interest from noisy, direct or indirect, observations of such a quantity. Due to its great practical relevance, estimation has a long history and an enormous variety of applications in all fields of engineering and science. A certainly incomplete list of possible application domains of estimation includes the following: statistics (Lehmann and Casella 1998; Bard 1974; Wertz 1978; Ghosh et al. 1997; Koch 1999; Tsybakov 2009), telecommunication systems (Snyder 1968; Van Trees 1971; Sage and Melsa 1971; Schonhoff and Giordano 2006), signal and image processing (Kay 1993; Itakura 1971; Wakita 1973; Poor 1994; Elliott et al. 2008; Barkat 2005; Levy 2008; Najim 2008; Tuncer and Friedlander 2009; Woods and Radewan 1977; Biemond et al. 1983; Kim and Woods 1998), aerospace engineering (McGee and Schmidt 1985), tracking (Farina and Studer 1985, 1986; Blackman and Popoli 1999; Bar-Shalom et al. 2001, 2013; Bar-Shalom and Fortmann 1988), navigation (Schmidt 1966; Farrell and Barth 1999; Grewal et al. 2001; Smith et al. 1986; Dissanayake et al. 2001; Durrant-Whyte and Bailey 2006a,b; Thrun et al. 2006; Mullane et al. 2011), control systems (Kalman 1960a; Joseph and Tou 1961; Athans 1971; Anderson and Moore 1979; Maybeck 1979, 1982; Stengel 1994; Söderström 1994; Goodwin et al. 2005), econometrics (Zellner 1971; Pindyck and Roberts 1974; Aoki 1987), geophysics (e.g., seismic deconvolution) (Flinn et al. 1967; Bayless and Brigham 1970; Mendel 1977, 1983, 1990), oceanography (Ghil and Malanotte-Rizzoli 1991; Evensen 1994a), weather forecasting (McGarty 1971; Evensen 1994b, 2007), environmental engineering (Nachazel 1993; Dochain and Vanrolleghem 2001; Heemink and Segers 2002), demographic systems (Leibungudt et al. 1983), automotive systems (Stephant et al. 2004; Barbarisi et al. 2006), failure detection (Willsky 1976; Mangoubi 1998; Chen and Patton 1999), power systems (Debs and Larson 1970; Toyoda et al. 1970; Miller and Lewis 1971; Monticelli 1999; Abur and Gómez Espósito 2004), nuclear engineering (Sage and Masters 1967; Roman et al. 1971; Venerus and Bullock 1970; Robinson 1963), biomedical engineering (Stark 1968; Snyder 1970; Bekey 1973), pattern recognition (Ho and Agrawala 1968; Lainiotis 1972; Andrews 1972), social networks (Snijders et al. 2012), etc.
Survey on estimation / Chisci, Luigi; Farina, Alfonso. - STAMPA. - (2014), pp. 1-24. [10.1007/978-1-4471-5102-9_60-1]
Survey on estimation
CHISCI, LUIGI;
2014
Abstract
Estimation is the process of inferring the value of an unknown given quantity of interest from noisy, direct or indirect, observations of such a quantity. Due to its great practical relevance, estimation has a long history and an enormous variety of applications in all fields of engineering and science. A certainly incomplete list of possible application domains of estimation includes the following: statistics (Lehmann and Casella 1998; Bard 1974; Wertz 1978; Ghosh et al. 1997; Koch 1999; Tsybakov 2009), telecommunication systems (Snyder 1968; Van Trees 1971; Sage and Melsa 1971; Schonhoff and Giordano 2006), signal and image processing (Kay 1993; Itakura 1971; Wakita 1973; Poor 1994; Elliott et al. 2008; Barkat 2005; Levy 2008; Najim 2008; Tuncer and Friedlander 2009; Woods and Radewan 1977; Biemond et al. 1983; Kim and Woods 1998), aerospace engineering (McGee and Schmidt 1985), tracking (Farina and Studer 1985, 1986; Blackman and Popoli 1999; Bar-Shalom et al. 2001, 2013; Bar-Shalom and Fortmann 1988), navigation (Schmidt 1966; Farrell and Barth 1999; Grewal et al. 2001; Smith et al. 1986; Dissanayake et al. 2001; Durrant-Whyte and Bailey 2006a,b; Thrun et al. 2006; Mullane et al. 2011), control systems (Kalman 1960a; Joseph and Tou 1961; Athans 1971; Anderson and Moore 1979; Maybeck 1979, 1982; Stengel 1994; Söderström 1994; Goodwin et al. 2005), econometrics (Zellner 1971; Pindyck and Roberts 1974; Aoki 1987), geophysics (e.g., seismic deconvolution) (Flinn et al. 1967; Bayless and Brigham 1970; Mendel 1977, 1983, 1990), oceanography (Ghil and Malanotte-Rizzoli 1991; Evensen 1994a), weather forecasting (McGarty 1971; Evensen 1994b, 2007), environmental engineering (Nachazel 1993; Dochain and Vanrolleghem 2001; Heemink and Segers 2002), demographic systems (Leibungudt et al. 1983), automotive systems (Stephant et al. 2004; Barbarisi et al. 2006), failure detection (Willsky 1976; Mangoubi 1998; Chen and Patton 1999), power systems (Debs and Larson 1970; Toyoda et al. 1970; Miller and Lewis 1971; Monticelli 1999; Abur and Gómez Espósito 2004), nuclear engineering (Sage and Masters 1967; Roman et al. 1971; Venerus and Bullock 1970; Robinson 1963), biomedical engineering (Stark 1968; Snyder 1970; Bekey 1973), pattern recognition (Ho and Agrawala 1968; Lainiotis 1972; Andrews 1972), social networks (Snijders et al. 2012), etc.File | Dimensione | Formato | |
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