Title :
Compressed-sensing (decision-feedback) differential detection in impulse-radio ultra-wideband systems
Author :
Schenk, Andreas ; Fischer, Robert F H
Author_Institution :
Lehrstuhl fur Informationsubertragung, Friedrich-Alexander-Univ. Erlangen-Nurnberg, Erlangen, Germany
Abstract :
Building upon recent approaches for detection of impulse-radio ultra-wideband (IR-UWB) based on compressed sensing (CS), we combine this approach with techniques known from advanced autocorrelation-based detection of IR-UWB. Thereby, we avoid the respective drawbacks, in particular analog delay lines and complex algorithms for the reconstruction, thus, retain the low hardware complexity of CS-based detection and the low computational complexity of autocorrelation-based detection. We give an analytical analysis of CS-based differential detection and extend this scheme following the principle of decision-feedback differential detection. By means of numerical simulations, we prove that this approach enables to design low-complexity, yet power-efficient receivers for realistic IR-UWB scenarios.
Keywords :
computational complexity; differential detection; numerical analysis; radio receivers; ultra wideband communication; advanced autocorrelation-based detection; compressed-sensing differential detection; decision-feedback differential detection; impulse-radio ultrawideband systems; low computational complexity; low hardware complexity; numerical simulations; particular analog delay lines; power-efficient receivers; realistic IR-UWB scenarios; Approximation methods; Bit error rate; Complexity theory; Correlation; Noise; Receivers; Ultra wideband technology;
Conference_Titel :
Ultra-Wideband (ICUWB), 2011 IEEE International Conference on
Conference_Location :
Bologna
Print_ISBN :
978-1-4577-1763-5
Electronic_ISBN :
2162-6588
DOI :
10.1109/ICUWB.2011.6058808