Title :
Exploiting conjugate symmetry in power minimization based pre-processing for GPS: reduced complexity and smoothness
Author :
Myrick, Wilbur L. ; Zoltowski, Michael D. ; Goldstein, J.Scott
Author_Institution :
Sch. of Electr. Eng., Purdue Univ., West Lafayette, IN, USA
Abstract :
Space-time power minimization pre-processing can exhibit a significant improvement in GPS receiver performance by exploiting spatial and temporal processing techniques. This type of preprocessing however, will require significant computations due to the large dimensionality of the complex valued space-time correlation matrix and will cause some distortion of the PN codes due to temporal processing. To reduce the computational complexity and distortion effects simultaneously, a conjugate symmetry space-time pre-processor has been proposed. It is demonstrated that this pre-processor enhances smoothness across angle and frequency and facilitates the use of real valued space-time correlation matrices in a reduced dimension utilizing the multi-stage nested Wiener filter (MSNWF)
Keywords :
Global Positioning System; Wiener filters; computational complexity; correlation methods; interference suppression; jamming; matrix algebra; minimisation; signal processing; smoothing methods; GPS receiver performance; PN codes distortion; anti-jam filter; computational complexity reduction; conjugate symmetry; conjugate symmetry space-time pre-processor; distortion effects reduction; multi-stage nested Wiener filter; real valued space-time correlation matrices; reduced complexity; space-time correlation matrix; space-time power minimization pre-processing; spatial processing; temporal processing; Computational complexity; Frequency; Global Positioning System; Interference; Jamming; Narrowband; Noise level; Signal processing; Wideband; Wiener filter;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2000. ICASSP '00. Proceedings. 2000 IEEE International Conference on
Conference_Location :
Istanbul
Print_ISBN :
0-7803-6293-4
DOI :
10.1109/ICASSP.2000.861104