putongPID

K-mean clustering. hope you enjoy

通过A*算法解决两点之间最优路径的问题，并进行了可视化设计(for the problem of the best route between two locations, a algorithm is proposed and Visualization is designed)

说明：  一个双向LSTM程序 Long Short Term 网络—— 一般就叫做 LSTM ——是一种 RNN 特殊的类型，可以学习长期依赖信息。LSTM 由Hochreiter & Schmidhuber (1997)提出，并在近期被Alex Graves进行了改良和推广。在很多问题，LSTM 都取得相当巨大的成功，并得到了广泛的使用。 LSTM 通过刻意的设计来避免长期依赖问题。记住长期的信息在实践中是 LSTM 的默认行为，而非需要付出很大代价才能获得的能力！ 所有 RNN 都具有一种重复神经网络模块的链式的形式。在标准的 RNN 中，这个重复的模块只有一个非常简单的结构，例如一个 tanh 层。(A bidirectional LSTM program Long short term network, commonly known as LSTM, is a special type of RNN that can learn long-term dependent information. LSTM was proposed by Hochreiter & schmidhuber (1997) and recently improved and promoted by Alex graves. In many problems, LSTM has achieved great success and has been widely used. LSTM is designed to avoid long-term dependency. Remember that long-term information is the default behavior of LSTM in practice, not the ability to acquire it at a great cost! All RNNs have a chained form of repetitive neural network modules. In the standard RNN, this repetitive module has only a very simple structure, such as a tanh layer.)

说明：  自己编写的zero forcing equalizer，完全可用(I have written zero forcing equalizer, fully available)

fun with arrays and learning

Unlike infrastructure based wireless networks, nodes in mobile ad hoc networks (MANETs) will also have to act as intermediate nodes for data routing. These additional transmissions will further drain the power resources of mobile nodes which are anyway likely to be running on limited battery power. This paper proposes a Power-Aware Ad hoc On-demand Distance Vector routing protocol (PAW-AODV) for such power limited applications. This uses the overall power resources of the system more efficiently than the standard AODV protocol by choosing routes based on a power-based cost function. We implement our proposed PAW-AODV protocol by suitably modifying AODV and study it through simulations using QUALNET.

说明：  正弦傅里叶贝塞尔算法的仿真 弹道目标微动特征的提取(Simulation of sine Fourier Bessel algorithm;The extraction of the fretting feature of ballistic target)

The Rudin-Osher-Fatemi total variation (TV) denoising technique poses the problem of denoising as a minimization problem

8用户2小区瑞利信道仿真模型，输出snrber曲线(8 Rayleigh Road user 2 cell simulation model, the output snrber curve)

MATLAB7.0的中文版手册，内有MATLAB开发的详细教程，以及对MATLAB各个函数的详细解释(MATLAB7.0 help document)