Title :
A Novel DS-UWB Pulses Design Using Genetic Algorithm
Author :
Liao, Shu-Han ; Ho, Min-Hui ; Chen, Chien-Hung ; Chiu, Chien-Ching ; Chung, Wei-Chun
Author_Institution :
Dept. of Electr. Eng., Tamkang Univ., Taipei, Taiwan
Abstract :
This paper proposes a new pulse design method to improve spectrum utilization rate and reduce the outage probability in ultra wide band (UWB) system. Several third derivative Gaussian waveforms are employed to generate the pulse based on the bandwidth constraint set by the US Federal Communications Commission (FCC) mask. The genetic algorithm (GA) is used to find the optimal pulse parameter. This method is an easy way to achieve in practical circuit implementation compared to one pulse generator, since COMS circuit is hard to produce one pulse with short duration and complex pulse shape. Comparisons with the traditional Gaussian pulse, the synthesis pulse by GA not only satisfy the FCC emission mask but also have high spectrum utilization rate. Simulation results show that the performances in indoor UWB system using the synthesis pulse by GA is better than that using traditional Gaussian pulse. Numerical results show that the synthesis pulse by GA is higher 30 percent of spectrum utilization rate and lower 65 percent of outage probability for the same transmission power, as well as lower 21 percent of outage probability for fixed signal-to-noise ratio (SNR)at the receiver comparing with traditional Gaussian pulse. This proposed method not only use in indoor UWB system but also can extend to different communication system just changing the system object function.
Keywords :
genetic algorithms; indoor radio; ultra wideband communication; DS-UWB pulses; Gaussian pulse; genetic algorithm; indoor UWB system; pulse design method; signal-to-noise ratio; spectrum utilization rate; ultrawide band system; Algorithm design and analysis; Bandwidth; Design methodology; FCC; Genetic algorithms; Pulse circuits; Pulse generation; Pulse shaping methods; Shape; Ultra wideband technology; GA; UWB; pulse design;
Conference_Titel :
Future Computer and Communication, 2009. ICFCC 2009. International Conference on
Conference_Location :
Kuala Lumpar
Print_ISBN :
978-0-7695-3591-3
DOI :
10.1109/ICFCC.2009.128