Localization of a distributed source which is `partially coherent' - modeling and Cramer Rao bounds

Raviv Raich, Jason Goldberg, Hagit Messer

פרסום מחקרי: פרסום בכתב עתמאמר מכנסביקורת עמיתים

תקציר

The problem of using antenna array measurements to estimate the bearing of a mobile communications user surrounded by local scatterers is considered. The concept of `partial coherence' is introduced to account for the temporal as well as spatial correlation effects often encountered in mobile radio propagation channels. A simple, intuitive parametric model for temporal channel correlation is presented. The result is an overall spatiotemporal channel model which is more realistic than formerly proposed models (which assume either full or zero temporal channel correlation). Thus, previously posed bearing estimation problems for a `distributed' or `scattered' source are generalized to a joint spatiotemporal parameter estimation problem. A study of the associated Cramer-Rao Bound for the case of known transmitted signal of constant modulus indicates that the inherent accuracy limitations associated with this generalized problem lie somewhere between the cases of zero and full temporal correlation and become more severe as temporal channel correlation increases.

שפה מקוריתאנגלית
עמודים (מ-עד)2941-2944
מספר עמודים4
כתב עתProceedings - ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing
כרך5
מזהי עצם דיגיטלי (DOIs)
סטטוס פרסוםפורסם - 1999
פורסם באופן חיצוניכן
אירועProceedings of the 1999 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP-99) - Phoenix, AZ, USA
משך הזמן: 15 מרץ 199919 מרץ 1999

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