Title :
Estimation of mobile speed and average received power in wireless systems using best basis methods
Author :
Narasimhan, Ravi ; Cox, Donald C.
Author_Institution :
Dept. of Electr. Eng., Stanford Univ., CA, USA
Abstract :
A new method is presented for estimating the mobile speed and the average received power in general wireless environments. The locally stationary received signal is expanded into a local exponential basis using best basis methods. An estimate of the time-varying Doppler spectrum is obtained together with an estimate of the maximum Doppler frequency, which is proportional to the mobile speed. The average received power is then estimated by integrating the time-varying spectrum. Simulations demonstrate good tracking of variable mobile speed and average received power for a wide range of angular distributions of incident power. The speed and power estimates are also used to detect the corner effect in urban cellular systems to improve the handoff performance and reduce the call dropping rate.
Keywords :
Doppler effect; cellular radio; digital simulation; frequency estimation; noise; parameter estimation; radiowave propagation; angular distributions; average received power estimation; best basis methods; call dropping rate; corner effect detection; handoff performance; incident power; local exponential basis; locally stationary received signal; maximum Doppler frequency estimation; mobile speed estimation; noise models; simulations; time-varying Doppler spectrum; urban cellular systems; wireless propagation models; wireless systems; Adaptive estimation; Base stations; Fading; Frequency estimation; Large-scale systems; Power control; Rayleigh channels; Shadow mapping; Working environment noise;
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.1999.832341
