微型机与应用
微型機與應用
미형궤여응용
MICROCOMPUTER & ITS APPLICATIONS
2014年
14期
53-56
,共4页
信道估计%压缩感知%NC-OFDM%BAOMP
信道估計%壓縮感知%NC-OFDM%BAOMP
신도고계%압축감지%NC-OFDM%BAOMP
channel estimation%compressing sensing%NC-OFDM%BAOMP
采用基于信号处理领域最近兴起的压缩感知理论对 NC-OFDM 系统进行信道估计,并将回溯迭代自适应正交匹配追踪算法( BAOMP )应用到 NC-OFDM 系统的信道估计中,该算法在每次回溯迭代中核查所选原子的可靠性并删除不可靠原子。理论分析和仿真实验表明, BAOMP 算法不但可以减少导频的数目,而且其在保持 OMP 类算法优点的同时,有着更好的重构性能,且不需要预先知道稀疏度 K。
採用基于信號處理領域最近興起的壓縮感知理論對 NC-OFDM 繫統進行信道估計,併將迴溯迭代自適應正交匹配追蹤算法( BAOMP )應用到 NC-OFDM 繫統的信道估計中,該算法在每次迴溯迭代中覈查所選原子的可靠性併刪除不可靠原子。理論分析和倣真實驗錶明, BAOMP 算法不但可以減少導頻的數目,而且其在保持 OMP 類算法優點的同時,有著更好的重構性能,且不需要預先知道稀疏度 K。
채용기우신호처리영역최근흥기적압축감지이론대 NC-OFDM 계통진행신도고계,병장회소질대자괄응정교필배추종산법( BAOMP )응용도 NC-OFDM 계통적신도고계중,해산법재매차회소질대중핵사소선원자적가고성병산제불가고원자。이론분석화방진실험표명, BAOMP 산법불단가이감소도빈적수목,이차기재보지 OMP 류산법우점적동시,유착경호적중구성능,차불수요예선지도희소도 K。
This paper is based on the lately rising compressing sensing theory , studying channel estimation for NC-OFDM sys-tem and using BAOMP algorithm to NC-OFDM system ’ s channel estimation . It detects the previous chosen atoms ’ reliability and then deletes the unreliable atoms at each backtracking iteration . Simulation and theoretical analysis shows that BAOMP algorithm can reduce the pilots number . Besides , BAOMP not only has the advantages of the OMP-type but also has superior performance of signal construction . Besides , it doesn ’ t need to know the sparsity level K .