Title :
A near-optimal multi-symbol based detector for UWB communications
Author :
Zhou, Qi ; Ma, Xiaoli ; Rice, Robert
Author_Institution :
Sch. of Electr. & Comput. Eng., Georgia Inst. of Technol., Atlanta, GA, USA
Abstract :
The generalized likelihood ratio test (GLRT)-based multi-symbol transmitted reference detector for UWB systems is an attractive technology to provide high performance communication without explicit channel estimation. Unfortunately, the GLRT-based detector is generally a non-deterministic polynomial time problem in terms of the number of symbols. In this paper, we propose a polynomial-time (O(M3), where M is the number of symbols) detector based on relaxation and modification of the GLRT-based detector. Near-optimal error performance is found in the simulations where the proposed detector attains a tight performance as that of the optimal GLRT detector. The robustness to the multi-access interference is also verified in the simulations.
Keywords :
channel estimation; multi-access systems; polynomials; sensors; signal detection; ultra wideband communication; wireless channels; GLRT-based detector; UWB communication; channel estimation; generalized likelihood ratio test; multiaccess interference; multisymbol transmitted reference detector; near-optimal error performance; near-optimal multisymbol based detector; nondeterministic polynomial time problem; Bit error rate; Channel models; Computational complexity; Detectors; Eigenvalues and eigenfunctions; Ultra wideband technology;
Conference_Titel :
Ultra-Wideband (ICUWB), 2010 IEEE International Conference on
Conference_Location :
Nanjing
Print_ISBN :
978-1-4244-5305-4
Electronic_ISBN :
978-1-4244-5306-1
DOI :
10.1109/ICUWB.2010.5614407