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测试压缩一个425K的文件需要9.4秒,压缩后的文件为177K。如果要提高压缩速度,那么算法的复杂度就得增加了。
-compression testing of a 425K file 9.4 seconds, compressed the files to 177K. If we are to raise compression speed, then the algorithm complexity must increase.
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This an example using the Subspace Pursuit
Algorithm of Wei Dai and Olgica Milenkovic
"Subspace Pursuit for Compressive Sensing: Closing the
Gap Between Performance and Complexity"
In order to run this example you need to install all th
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conpressive sensing 的MMA新程序- This is an example using the Subspace Pursuit
Algorithm of Wei Dai and Olgica Milenkovic
"Subspace Pursuit for Compressive Sensing: Closing the
Gap Between Performance and Complexity"
and the Re-weighted
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compressive sensing 新版本MMA14- This is an example using the Subspace Pursuit
Algorithm of Wei Dai and Olgica Milenkovic
"Subspace Pursuit for Compressive Sensing: Closing the
Gap Between Performance and Complexity"
and the Re-weighte
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它是一种多用户功率分配算法.这是一种自私算法,当接收端和发送端没有共享信道信息时,它的实现非常简单,复杂度低.但是,当信道上有共享信息,需要共享信道-It is a multi-user power allocation algorithm. It is a selfish algorithm, when the receiver and the sender does not share the channel information, its implementation is very s
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当数组的元素个数发生变化时,不用重新申请内存空间,数组也能继续使用。这样就提高了效率。
对于机器算法中,“时间”和“空间”的矛盾总是存在的:存储多一点,运行就快些;存储少了,运行就慢些。在这里就体现了,这样处理是用空间换时间。虽然在内存空间上是“浪费”了部分的空间,但是在很长一段时间里,只要空间没有发生变化,运行的时间复杂度就恒定的。只有当现有的空间不够用时,才发生内存的重新申请和释放操作。最简单的增长方法就是增长一倍,即乘以2,这样内存分配的大小就是2的幂次方。
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MELP声码器定点算法在保证重建语音质量没有多大降低的前提下,大大降低了原有算法的复杂度-MELP vocoder algorithm has reconstructed speech quality is not much lower under the premise of the original algorithm greatly reduces the complexity
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经典的稀疏重构算法,即快速贝叶斯追踪算法,恢复出的信号精度高,恢复算法复杂度低-Classic sparse reconstruction algorithm, namely the bayesian tracking algorithm quickly, to restore the signal of high precision, low recovery algorithm complexity
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