Title :
Computational electromagnetic simulation of smart antenna systems in urban microcellular environments
Author :
Dandekar, Kapil R. ; Xu, Guanghan ; Ling, Hao
Author_Institution :
Dept. of Electr. & Comput. Eng., Drexel Univ., Philadelphia, PA, USA
fDate :
7/1/2003 12:00:00 AM
Abstract :
The paper presents computational electromagnetics (CEM)-based characterization of smart antenna-system performance in urban microcellular environments. Mutual coupling effects between antenna-array elements are modeled using the method of moments (MoM) and the mobile environment is modeled using electromagnetic ray tracing (ERT). The smart antenna systems simulated in several urban microcells (covering a region of downtown Austin, TX) use uniform circular antenna arrays operating at 1.8 GHz. Direction-of-arrival (DOA) distribution information is used to comment on alternative array geometries for urban microcells. Power distributions are given to illustrate the variability of microcell shape using both DOA- and spatial signature-based downlink beamforming. In addition, these power distributions demonstrate how multivariate optimization can be used to modify microcell shape and to compensate for the presence of a blocking cellular tower. Spatial signature-variation information is used to characterize the overall environment and to motivate vector-autoregressive (VAR) prediction of mobile users´ spatial signatures using a Kalman filter. Results from this developed prediction technique are provided for mobile users in the urban microcellular environment.
Keywords :
Kalman filters; UHF antennas; adaptive antenna arrays; computational electromagnetics; electromagnetic coupling; method of moments; microcellular radio; optimisation; ray tracing; 1.8 GHz; DOA distribution; Kalman filter; array geometries; computational electromagnetics; downlink beamforming; electromagnetic ray tracing; method of moments; multivariate optimization; mutual coupling effects; radiation patterns; smart antenna systems; spatial signatures; uniform circular antenna arrays; urban microcellular environments; vector-autoregressive prediction; Computational electromagnetics; Computational modeling; Electromagnetic modeling; Microcell networks; Mobile antennas; Moment methods; Mutual coupling; Power distribution; Power system modeling; Shape;
Journal_Title :
Vehicular Technology, IEEE Transactions on
DOI :
10.1109/TVT.2003.814936