Title :
Spatial and temporal processing for Global Navigation Satellite Systems: the GPS receiver paradigm
Author :
Ping Xiong ; Medley, M.J. ; Batalama, Stella N.
Author_Institution :
Dept. of Electr. Eng., State Univ. of New York, Buffalo, NY, USA
Abstract :
We address the problem of navigation data demodulation by an adaptive GPS receiver that utilizes a bank of single-satellite linear-tap-delay filters and employs antenna-array reception. The presence of an antenna array allows the receiver to operate in the spatial domain in addition to the temporal (code) domain. We investigate disjoint-domain as well as joint-domain space-time GPS signal processing techniques and we consider design criteria of conventional matched-filter (MF) type, minimum-mean-square-error (MMSE), minimum-variance-distortionless-response (MVDR) type and auxiliary-vector (AV) type. The proposed structures utilize filters that operate at a fraction of the navigation data bit period (1 ms) and are followed by hard-decision detectors. Hard decisions taken over a navigation data bit period (20 ms) are then combined according to a simple combining rule for further bit-error-rate (BER) performance improvements. Analytic, numerical, and simulation comparisons illustrate the relative merits of the investigated receiver design alternatives.
Keywords :
Global Positioning System; antenna arrays; linear phase filters; space-time adaptive processing; AV type; BER; GPS receiver; GPS signal processing; MMSE; MVDR; antenna-array reception; auxiliary-vector; bit-error-rate; global navigation satellite system; global positioning system; hard-decision detector; matched-filter type; minimum-mean-square-error; minimum-variance-distortionless-response; navigation data demodulation; single-satellite linear-tap-delay filter; spatial processing; temporal processing; Adaptive arrays; Adaptive filters; Adaptive signal processing; Antenna arrays; Array signal processing; Demodulation; Global Positioning System; Receiving antennas; Satellite navigation systems; Signal design;
Journal_Title :
Aerospace and Electronic Systems, IEEE Transactions on
DOI :
10.1109/TAES.2003.1261146