Title :
Blind spreading sequence estimation based on hill-climbing algorithm
Author :
Zhi-Chao Sha ; Zhi-Tao Huang ; Yi-Yu Zhou ; Feng-Hua Wang
Author_Institution :
Sch. of Electron. Sci. & Eng., Nat. Univ. of Defense Technol., Changsha, China
Abstract :
In this paper an efficient method is proposed for blind estimation of short-code direct sequence spread spectrum (DS-SS) signal in synchronous system. This method is based on hill-climbing algorithm (HC), which is developed to estimate the spreading sequence for the capability of efficiency and speediness local optimization search. Firstly, The fitness function is constructed to value the quality of candidate sequence. Secondly, the feasibility that HC algorithm is used to estimate the spreading sequence is analysed according to the fitness function. Lastly, simulation results show that the novel method is capable of retrieving the spreading sequences with approximate performance to previous methods, whereas the computational complexity is much lower than previous methods.
Keywords :
approximation theory; code division multiple access; optimisation; search problems; spread spectrum communication; DS-SS; HC algorithm; blind spreading sequence estimation; computational complexity; fitness function; hill-climbing algorithm; local optimization search efficiency capability; local optimization search speediness capability; short-code direct sequence spread spectrum signal; synchronous system; DS-SS; Hill-climbing (HC); Non-cooperative signal processing;
Conference_Titel :
Signal Processing (ICSP), 2012 IEEE 11th International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4673-2196-9
DOI :
10.1109/ICoSP.2012.6491814