计算机系统应用
計算機繫統應用
계산궤계통응용
APPLICATIONS OF THE COMPUTER SYSTEMS
2015年
5期
124-128
,共5页
多输入多输出%最大似然检测%格基约减%串行干扰消除
多輸入多輸齣%最大似然檢測%格基約減%串行榦擾消除
다수입다수출%최대사연검측%격기약감%천행간우소제
MIMO%ML%lattice reduction%OSIC
LTE作为以OFDM-MIMO为主要技术特征的第四代移动通信,它的终端信号检测实现比较困难,这就需要一种性能好、复杂度低的检测算法来实现。格基约减是一种在接收端对信道矩阵进行预处理,可以消除子信道间干扰和抑制噪声的增强。本文在已有的格基约减ELLL算法的基础上,提出一种限制条件更为宽松的对角格约减算法(DR)。该算法的计算复杂度要低于ELLL算法。在该算法的基础上,结合传统V-BLAST和K-best算法思想,给出了一种基于格基约减辅助的V-BLAST算法。仿真结果表明,在LTE系统中该算法能够在复杂度较低的情况下,性能更接近ML算法。
LTE作為以OFDM-MIMO為主要技術特徵的第四代移動通信,它的終耑信號檢測實現比較睏難,這就需要一種性能好、複雜度低的檢測算法來實現。格基約減是一種在接收耑對信道矩陣進行預處理,可以消除子信道間榦擾和抑製譟聲的增彊。本文在已有的格基約減ELLL算法的基礎上,提齣一種限製條件更為寬鬆的對角格約減算法(DR)。該算法的計算複雜度要低于ELLL算法。在該算法的基礎上,結閤傳統V-BLAST和K-best算法思想,給齣瞭一種基于格基約減輔助的V-BLAST算法。倣真結果錶明,在LTE繫統中該算法能夠在複雜度較低的情況下,性能更接近ML算法。
LTE작위이OFDM-MIMO위주요기술특정적제사대이동통신,타적종단신호검측실현비교곤난,저취수요일충성능호、복잡도저적검측산법래실현。격기약감시일충재접수단대신도구진진행예처리,가이소제자신도간간우화억제조성적증강。본문재이유적격기약감ELLL산법적기출상,제출일충한제조건경위관송적대각격약감산법(DR)。해산법적계산복잡도요저우ELLL산법。재해산법적기출상,결합전통V-BLAST화K-best산법사상,급출료일충기우격기약감보조적V-BLAST산법。방진결과표명,재LTE계통중해산법능구재복잡도교저적정황하,성능경접근ML산법。
LTE is the fourth generation mobile communication dominated by OFDM-MIMO technical features. Signal detection in the terminal of it needs a kind of detection algorithm with lower complexity and better performance to achieve. A lattice reduction aided algorithm is a preprocessing technique that it enables the columns of channels matrix to be approximately orthogonal. It can eliminate the interference among these Sub-channels and reduce the effect of the enhancement of noise. On the basis of ELLL, a weaker reduction criterion, called diagonal reduction with potentially lower computational cost than the ELLL, is proposed, and we further put forward a new lattice reduction aided detection algorithm which associated K-best with V-BLAST on the basis of DR. As depicted in our simulation, the performance of the algorithm which is proposed is close to that of ML with a lower computational complexity.