Title :
Cramer-Rao bound for channel parameters in ultra-wide band based system
Author :
Deleuze, Anne-Laure ; Martret, C.Le. ; Ciblat, Philippe ; Serpedin, Erchin
Author_Institution :
Signal & Image Process. Tech. Unity, Thales Commun., Colombes, France
Abstract :
This work focuses on channel estimation in standard ultra-wide band (UWB) based system. We consider impulse radio scheme relying on a binary pulse position modulation as well as on a spread-spectrum time-hopping multiple access. We address the closed-form expressions of the (resp. modified) Cramer-Rao bound for the multipath channel parameters in data-aided (resp. nondata-aided) context. The derivations have been developed by assuming the multiple-access interference as an additive white Gaussian noise. Conversely the overlapping between signal echoes has been taken into account. Finally simplifications have been done by averaging the Fisher information matrix over the time-hopping random sequence as well as over the symbol random sequence.
Keywords :
AWGN channels; channel estimation; indoor radio; matrix algebra; multipath channels; pulse position modulation; random sequences; spread spectrum communication; ultra wideband communication; Cramer-Rao bound; Fisher information matrix; UWB; additive white Gaussian noise; binary pulse position modulation; channel estimation; closed-form expression; data-aided context; impulse radio scheme; multipath channel parameter; multiple-access interference; signal echoe; spread-spectrum time-hopping multiple access; standard ultra-wide band system; symbol random sequence; Attenuation; Channel estimation; Delay estimation; Gaussian noise; Image processing; Multiple access interference; Pulse modulation; Random sequences; Signal processing; Spread spectrum communication;
Conference_Titel :
Signal Processing Advances in Wireless Communications, 2004 IEEE 5th Workshop on
Print_ISBN :
0-7803-8337-0
DOI :
10.1109/SPAWC.2004.1439220