Title :
Fisher information based signal compression in TDOA estimation application
Author :
Baroughi, Alireza Farrokh ; Shirazi, Ali-Asghar Beheshti
Author_Institution :
Electr. Eng. Dept., Iran Univ. of Sci. & Technol., Tehran, Iran
Abstract :
In this paper, a method of compression based on Fisher-Information is introduced which is used in TDOA estimation application. The bit allocation of the method is based on lagrangian Multiplier, which is not computationally efficient, so we have proposed a new method for bit allocation which is more computationally efficient and its result is very close to the result of the lagrangian Multiplier method. In addition, by sending only the phase of the DFT coefficients instead of the real and imaginary parts of the coefficients we have better accuracy in TDOA estimation at the same compression rate.
Keywords :
data compression; direction-of-arrival estimation; discrete Fourier transforms; stochastic processes; Fisher information; Lagrangian multiplier; TDOA estimation; bit allocation; discrete Fourier transforms; signal compression; Bit rate; Data communication; Discrete Fourier transforms; Lagrangian functions; Land mobile radio cellular systems; Optimization methods; Phase estimation; Propagation losses; Technological innovation; Time difference of arrival; Compression; Estimation; Fisher-Information; Time Difference of Arrival (TDOA);
Conference_Titel :
Computer Conference, 2009. CSICC 2009. 14th International CSI
Conference_Location :
Tehran
Print_ISBN :
978-1-4244-4261-4
Electronic_ISBN :
978-1-4244-4262-1
DOI :
10.1109/CSICC.2009.5349334