针对经典贪婪算法(greedy)迭代次数多、运算量大的缺点,提出一种基于边缘自适应(margin adaptive,MA)准则的改进贪婪算法来进行正交频分复用(orthogonal frequency division multiplexing,OFDM)系统的自适应比特功率分配。与贪婪算法相...针对经典贪婪算法(greedy)迭代次数多、运算量大的缺点,提出一种基于边缘自适应(margin adaptive,MA)准则的改进贪婪算法来进行正交频分复用(orthogonal frequency division multiplexing,OFDM)系统的自适应比特功率分配。与贪婪算法相比,改进算法通过预分配和迭代分配两部分来降低算法的计算量。在预分配中改进算法通过引入功率利用率函数,对信道条件好的子信道预先加载一部分比特。然后,在迭代分配的过程中,引用分类排序的思想,用一张表格存储子信道的功率变化情况,从而降低算法的复杂度。仿真结果表明,在相同的仿真环境下,改进算法和Greedy算法的误比特性能几乎一致,但改进算法的运行时间更短。展开更多
Aiming at the problem that quasi-cyclic low density parity check(QC-LDPC) codes may have the error floor in the high signal to noise ratio(SNR) region, a new construction method of the QC-LDPC codes with the low error...Aiming at the problem that quasi-cyclic low density parity check(QC-LDPC) codes may have the error floor in the high signal to noise ratio(SNR) region, a new construction method of the QC-LDPC codes with the low error floor is proposed. The basic matrix of the method is based on the progressive edge growth(PEG) algorithm and the improved eliminate elementary trapping sets(EETS) algorithm so as to eliminate the elementary trapping sets in the basic matrix,then the Zig-Zag method is used to construct the cyclic shift matrix which is used to extend the basic matrix in order to construct the parity check matrix. The method not only can improve the error floor in the high SNR region, but also can flexibly design the code length and code rate. The simulation results show that at the bit error rate of 10-6, the PEG-trapping-Zig-Zag(PTZZ)-QC-LDPC(3024,1512) codes with the code rate of 0.5, compared with the PEG-Zig-Zag(PZZ)-QC-LDPC(3024,1512) codes and the PEG-QC-LDPC(3024,1512) codes, can respectively improve the net coding gain of 0.1 dB and 0.16 dB. The difference among the bit error rate performance curves will become better with the increase of the SNR. In addition, the PTZZ-QC-LDPC(3024,1512) codes have no error floor above the SNR of 2.2 dB.展开更多
文摘针对经典贪婪算法(greedy)迭代次数多、运算量大的缺点,提出一种基于边缘自适应(margin adaptive,MA)准则的改进贪婪算法来进行正交频分复用(orthogonal frequency division multiplexing,OFDM)系统的自适应比特功率分配。与贪婪算法相比,改进算法通过预分配和迭代分配两部分来降低算法的计算量。在预分配中改进算法通过引入功率利用率函数,对信道条件好的子信道预先加载一部分比特。然后,在迭代分配的过程中,引用分类排序的思想,用一张表格存储子信道的功率变化情况,从而降低算法的复杂度。仿真结果表明,在相同的仿真环境下,改进算法和Greedy算法的误比特性能几乎一致,但改进算法的运行时间更短。
基金financially supported by the National Natural Science Foundation of China(No.61471075)the Program for Postgraduate Science Research and Innovation of Chongqing University of Posts and Telecommunications(Chongqing Municipal Education Commission)(No.CYS17241)the Undergraduate Science Research Training Project for Chongqing University of Posts and Telecommunication(No.201901013)
文摘Aiming at the problem that quasi-cyclic low density parity check(QC-LDPC) codes may have the error floor in the high signal to noise ratio(SNR) region, a new construction method of the QC-LDPC codes with the low error floor is proposed. The basic matrix of the method is based on the progressive edge growth(PEG) algorithm and the improved eliminate elementary trapping sets(EETS) algorithm so as to eliminate the elementary trapping sets in the basic matrix,then the Zig-Zag method is used to construct the cyclic shift matrix which is used to extend the basic matrix in order to construct the parity check matrix. The method not only can improve the error floor in the high SNR region, but also can flexibly design the code length and code rate. The simulation results show that at the bit error rate of 10-6, the PEG-trapping-Zig-Zag(PTZZ)-QC-LDPC(3024,1512) codes with the code rate of 0.5, compared with the PEG-Zig-Zag(PZZ)-QC-LDPC(3024,1512) codes and the PEG-QC-LDPC(3024,1512) codes, can respectively improve the net coding gain of 0.1 dB and 0.16 dB. The difference among the bit error rate performance curves will become better with the increase of the SNR. In addition, the PTZZ-QC-LDPC(3024,1512) codes have no error floor above the SNR of 2.2 dB.
