Title :
Adaptive Rate Filtering Fora Signal Driven Sampling Scheme
Author :
Qaisar, S.M. ; Fesquet, Laurent ; Renaudin, Marc
Author_Institution :
TIMA, Grenoble, France
Abstract :
This work is a contribution to enhance the signal processing chain required in mobile systems. The system must be low power as it is powered by a battery. Thus a signal driven sampling scheme based on level crossing is employed, adapting the sampling rate and so the system activity by following the input signal variations. In order to filter the non-uniformly sampled signal obtained at the output of this sampling scheme a new adaptive rate FIR filtering approach is devised. The idea is to combine the features of both uniform and nonuniform signal processing tools to achieve a smart online filtering process. The computational complexity of the proposed approach is deduced and compared to one of the classical FIR filtering approach. It promises a significant gain of the computational efficiency and hence of the processing power.
Keywords :
FIR filters; adaptive filters; filtering theory; signal sampling; adaptive rate FIR filtering approach; mobile systems; non-uniformly sampled signal; signal driven sampling scheme; signal processing; smart online filtering process; Adaptive filters; Filtering; Finite impulse response filter; Frequency; Noise reduction; Sampling methods; Signal design; Signal processing; Signal resolution; Signal sampling; Activity selection; Adaptive rate filtering; Asynchronous design; Level-crossing sampling;
Conference_Titel :
Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on
Conference_Location :
Honolulu, HI
Print_ISBN :
1-4244-0727-3
DOI :
10.1109/ICASSP.2007.367124