Title :
A new adaptive estimation algorithm for wireless location finding systems
Author :
Yousef, Nabil R. ; Sayed, Ali H.
Author_Institution :
Dept. of Electr. Eng., California Univ., Los Angeles, CA, USA
Abstract :
Wireless location finding is receiving increasing attention in the field of wireless communications. This is is due to an order issued by the Federal Communications Commission (FCC) that mandates all wireless service providers to locate an emergency 911 caller within a high accuracy, by the year 2001. We derive a new (sub-optimal) maximum likelihood estimation algorithm for the time and amplitude of arrival of a known transmitted sequence over a single path fading channel. The new algorithm is then applied to the case of CDMA wireless location finding. The paper discusses both simulation and field trial results, all of which demonstrate significant estimation accuracy improvement over known algorithms.
Keywords :
adaptive estimation; cellular radio; code division multiple access; emergency services; fading channels; maximum likelihood estimation; multiuser channels; optimisation; radio direction-finding; CDMA wireless location finding systems; FCC; Federal Communications Commission; IS-95; adaptive estimation algorithm; amplitude of arrival; emergency 911 caller location; estimation accuracy; field trial results; maximum likelihood estimation; mobile radio; parameter optimization; simulation results; single path fading channel; sub-optimal MLE algorithm; time of arrival; wireless service providers; Adaptive estimation; Amplitude estimation; Delay effects; Delay estimation; FCC; Fading; Maximum likelihood estimation; Multiaccess communication; Parameter estimation; Safety;
Conference_Titel :
Signals, Systems, and Computers, 1999. Conference Record of the Thirty-Third Asilomar Conference on
Conference_Location :
Pacific Grove, CA, USA
Print_ISBN :
0-7803-5700-0
DOI :
10.1109/ACSSC.1999.832378