DocumentCode :
2952906
Title :
Closed-form elliptic location with an arbitrary array topology
Author :
Hanebeck, Uwe D. ; Schmidt, Günther
Author_Institution :
Dept. for Autom. Control Eng., Tech. Univ. Munchen, Germany
Volume :
6
fYear :
1996
fDate :
7-10 May 1996
Firstpage :
3069
Abstract :
An efficient noniterative algorithm for active localization of objects is developed. It is based on intersecting elliptic curves defined by uncertain range-sum measurements between a signal source, the objects, and a number of arbitrarily located receivers. Measurement errors are modelled as being unknown but bounded in amplitude by a closed convex set. Based on this set-theoretic uncertainty model, an error propagation analysis is performed, that allows one to accurately bound estimation errors. For discriminating object primitives and for discarding erroneous measurements, a hypothesis test is derived. The algorithm´s computational load is much lower than for grid-based methods and iterative techniques. A recursive formulation is provided to support real-time applications
Keywords :
array signal processing; direction-of-arrival estimation; error analysis; measurement errors; recursive estimation; set theory; active object localization; amplitude; arbitrarily located receivers; arbitrary array topology; closed convex set; closed-form elliptic location; computational load; error propagation analysis; estimation errors; grid-based methods; hypothesis test; intersecting elliptic curves; iterative techniques; measurement errors; noniterative algorithm; object primitives discrimination; real-time applications; recursive formulation; set theoretic uncertainty model; signal source; uncertain range-sum measurements; Elliptic curves; Error analysis; Estimation error; Grid computing; Iterative algorithms; Measurement errors; Measurement uncertainty; Performance analysis; Testing; Topology;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1996. ICASSP-96. Conference Proceedings., 1996 IEEE International Conference on
Conference_Location :
Atlanta, GA
ISSN :
1520-6149
Print_ISBN :
0-7803-3192-3
Type :
conf
DOI :
10.1109/ICASSP.1996.550524
Filename :
550524
Link To Document :
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