Title :
Comparison of conventional subspace based DOA estimation algorithms with those employing property-restoral techniques: simulation and measurements
Author :
Muhamed, Rias ; Rappaport, Theodore S.
Author_Institution :
Bradley Dept. of Electr. Eng., Virginia Polytech. Inst. & State Univ., Blacksburg, VA, USA
fDate :
29 Sep-2 Oct 1996
Abstract :
We compare the performance of conventional subspace-based direction-of-arrival (DOA) estimation techniques such as ESPRIT and MUSIC with the integrated approaches that combine the constant modulus algorithm with subspace-based techniques. Simulated and measured results are presented for a variety of signal conditions. The integrated approach was found to perform significantly better than the conventional ESPRIT approach. Also, multipath present in the channel significantly degrades the performance of the DOA estimation algorithms, and this has been confirmed by measurement and ray tracing simulation. This work has application to smart antennas and position location
Keywords :
array signal processing; digital simulation; direction-of-arrival estimation; linear antenna arrays; multipath channels; ray tracing; simulation; ESPRIT; MUSIC; constant modulus algorithm; integrated approaches; measurements; multipath channel; performance; position location; property-restoral techniques; ray tracing; signal conditions; simulation; smart antennas; subspace based DOA estimation algorithms; subspace-based techniques; uniform linear arrays; Antenna measurements; Covariance matrix; Degradation; Direction of arrival estimation; Frequency; Gaussian noise; Iterative algorithms; Multiple signal classification; Narrowband; State estimation;
Conference_Titel :
Universal Personal Communications, 1996. Record., 1996 5th IEEE International Conference on
Conference_Location :
Cambridge, MA
Print_ISBN :
0-7803-3300-4
DOI :
10.1109/ICUPC.1996.562731