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KernelAdaptiveFiltering-master
说明: 在信號處理中,核自適應濾波器是一種非線性自適應濾波器。[1]一種自適應濾波器是適應其一個濾波器傳遞函數通過最小化錯誤或隨時間的信號特性的變化的損失函數表徵濾波器從理想行為多遠偏離。自適應過程基於從一系列信號樣本中學習,因此是在線算法。非線性自適應濾波器是傳遞函數是非線性的。
核自適應濾波器使用核方法實現非線性傳遞函數。[1]在這些方法中,信號被映射到高維線性特徵空間,非線性函數被近似為核的總和,其域是特徵空間。如果這是在再生核Hilbert空間中完成的,則核方法可以是非線性函數的通用逼近器。內核方法具有凸損函數的優點,沒有局部最小值,並且實現起來只有中等複雜度。(State-space recursive least-squares (SSRLS) is optimal a linear estimator for deterministic signals. The performance of SSRLS however, depends on model uncertainty, time-varying nature of the observed signal or nonstationary behavior of the observation noise)
- 2019-01-21 22:52:47下载
- 积分:1
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Continuation PF for IEEE14bus
说明: IEEE 14 bus 的连续潮流计算的MATLAB程序, 不错的参考代码。(Continuation power flow for IEEE 14 bus system)
- 2021-03-07 15:09:29下载
- 积分:1
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AWGN
Chirp UWB在AWGN信道下BOK调制误码率(The Chirp-BOK-UWB system has the same BER performance when only AWGN channal.)
- 2021-04-02 09:49:07下载
- 积分:1
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IDIR_TDOA_MSL-master
说明: 这是基于到达时差的多声源定位技术所对应代码的MATLAB库(This is the MATLAB repository for the codes corresponding to the Time Difference of Arrival based Multiple Acoustic Source Localization technique)
- 2019-12-30 10:37:32下载
- 积分:1
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BPSK-AWGN
BPSK在AWGN信道下的仿真程序,matlab代码,功能齐全,是一个很好的平台(BPSK in AWGN channel under the simulation program, matlab code, full-featured, is a good platform)
- 2007-12-24 20:15:53下载
- 积分:1
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LaLa
实现了基于背景差分法与三帧差法的运动目标检测(A moving object detection method based on background difference and three frame difference method is implemented.)
- 2021-01-01 21:28:58下载
- 积分:1
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基于OMP,LS,MMSE三种算法的信道估计仿真图比较OMP-Channel-Estimation
基于OMP,LS,MMSE三种算法的信道估计仿真图比较,对学习信道估计的研究者有很大帮助(The chart compares the OMP, LS, MMSE three algorithms based channel estimation simulation learning channel estimation researchers)
- 2021-04-29 22:18:42下载
- 积分:1
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qqxgn
分析了该信号的时域、频域、倒谱,循环谱等,包括广义互相关函数GCC时延估计,这个有中文注释,看得明白。( Analysis of the signal time domain, frequency domain, cepstrum, cyclic spectrum, etc. Including the generalized cross-correlation function GCC time delay estimation, The Chinese have a comment, understand it.)
- 2017-04-18 12:39:50下载
- 积分:1
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coding-1--8PSK
一个BICM系统的通信过程的方针,包括transmission,constellation,demodulation(a simulation of the communication processing of BICM system, include transmission, constellation, demodulation)
- 2011-12-14 21:54:59下载
- 积分:1
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ofdm16qam
实现了64qam,16qam和QPSK的误码率仿真(The bit error rate simulation of 64qam, 16QAM and QPSK is realized.)
- 2020-07-01 13:20:02下载
- 积分:1