Title :
A Cramer Rao analysis on receiver placement in a FM band Commensal Radar system based on Doppler only measurements
Author :
Maasdorp, F.D.V. ; Nadjiasngar, R. ; Inggs, M.R.
Author_Institution :
DPSS, Council for Sci. & Ind. Res., Tshwane, South Africa
Abstract :
This paper investigates the theoretical placement of receivers in an Commensal Radar (CR), Doppler only tracking system with a single transmitter multiple receiver configuration. Theory, based on the Fisher Information matrix (FIM), is developed to derive the theoretical achievable bound for a given receiver configuration and used as a basis to select the optimal receiver placement. Theoretical concepts such as Shannon entropy and Cramèr-Rao analysis are explained and used in the selection process of receiver positions. Further, we show that time history information of a target can cumulatively be used together with FIM that will improve the Cramèr-Rao bound. Lastly, we use the theory developed to evaluate receiver placement combinations by means of a simulation and provide insight on the method of selecting receivers that would minimise the error performance of a Doppler only tracking system. The demonstrations used here are typical of a CR using FM Broadcast emissions.
Keywords :
Doppler radar; FM radar; matrix algebra; passive radar; radar receivers; radar tracking; statistical analysis; Cramer Rao analysis; Doppler only measurement; Doppler only tracking system; FIM; FM band Commensal radar system; error performance minimisation; fisher information matrix; optimal receiver placement; receiver position selection process; single transmitter multiple receiver configuration; Doppler effect; Entropy; Frequency measurement; Radar tracking; Receivers; Target tracking; Vectors;
Conference_Titel :
Radar Conference (Radar), 2014 International
DOI :
10.1109/RADAR.2014.7060298