Title :
Impact of Channel Estimation on Ultra-Wideband System Design
Author :
Sheng, Hongsan ; Haimovich, Alexander M.
Author_Institution :
New Jersey Inst. of Technol., Newark
Abstract :
The impact of imperfect estimates on ultra-wideband (UWB) system performance is investigated when path delays and path amplitudes are jointly estimated. The Cramer-Rao bound (CRB) of the path delay estimates is presented as a function of the signal-to-noise ratio (SNR) and signal bandwidth. The performance of a UWB system employing a Rake receiver and maximum ratio combining is analyzed taking into account estimation errors as predicted by the CRB. Expressions of the bit error rate (BER) are obtained displaying the effect of the number of pilot symbols and the number of multipath components on the overall system performance. Allocations of power resources to pilot symbols are determined to optimize the BER. Results indicate that the impact of path delay estimation errors has to be taken into account, particularly at low SNR. Finally, the estimation errors are taken into account to optimize the signal bandwidth and the number of fingers of the Rake receiver in UWB systems. With limited number of pilot symbols (< 10), the optimal bandwidth is smaller than 1 GHz. For a given bandwidth of 2 GHz, the optimum number of paths to be processed by Rake receivers is approximately 20.
Keywords :
channel estimation; error statistics; multipath channels; radio receivers; ultra wideband communication; Cramer-Rao bound; Rake receiver; UWB multipath channel; bit error rate; channel estimation; path amplitude estimation; path delay estimation; pilot symbols; signal bandwidth; signal-to-noise ratio; ultra-wideband system design; Amplitude estimation; Bandwidth; Bit error rate; Channel estimation; Delay estimation; Estimation error; Fading; Multipath channels; System performance; Ultra wideband technology; Bit-error probability; CramÉr–Rao bound; multipath channel estimation; rake receiver; ultra-wideband;
Journal_Title :
Selected Topics in Signal Processing, IEEE Journal of
DOI :
10.1109/JSTSP.2007.906589