Title :
DFT model errors for finite length observations with spatially distributed sensors
Author :
Isbi, Yaniv ; Weiss, Anthony J.
Author_Institution :
Sch. of Electr. Eng., Tel Aviv Univ., Israel
Abstract :
The use of sensor systems, with multiple, spatially separated receivers, is ever growing. it is assumed that the propagation delays, from transmitter to receivers, are translated to phase expressions in the frequency domain. We investigate this property and demonstrate the addition of an edge effect. We use signal-to-interference ratio (SIR) notation to quantify this effect and analyze its influence. We demonstrate our work by estimating the influence of the edge effect on localization accuracy of direct position determination (DPD) method using small error analysis, compared with Monte-Carlo simulations. To conclude our work we discuss some ways of mitigating the error hereby introduced.
Keywords :
Monte Carlo methods; discrete Fourier transforms; error analysis; wireless sensor networks; DFT model errors; Monte-Carlo simulations; SIR; direct position determination method; discrete Fourier transform; edge effect; phase expressions; signal-to-interference ratio; small error analysis; spatially distributed sensors; Direction of arrival estimation; Discrete Fourier transforms; Error analysis; Frequency domain analysis; Propagation delay; Radio transmitters; Sensor arrays; Sensor systems; Signal analysis; Signal processing; direct position determination (DPD); discrete Fourier transform (DFT);
Conference_Titel :
Electrical and Electronics Engineers in Israel, 2008. IEEEI 2008. IEEE 25th Convention of
Conference_Location :
Eilat
Print_ISBN :
978-1-4244-2481-8
Electronic_ISBN :
978-1-4244-2482-5
DOI :
10.1109/EEEI.2008.4736661