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A community intrusion detection system based on wavelet neural network (WNN) is presented in this paper. This system is composed of ARM (Advanced RISC Machines) data acquisition nodes, wireless mesh network and control centre. The data acquisition node uses sensors to collect information and processes them by image detection algorithm, and then transmits information to control centre with wireless...
Generalized predictive control algorithm based on Toeplitz equation is presented in this paper. The Toeplitz matrix is used to separate the future and past variables in the predictive equation. And then, an weighted average strategy is introduced in the control law to improve performance of the closed-loop system. The effectiveness and rapidity of this algorithm is demonstrated by the simulation results.
Neural-networks technique is used to establish a self-adjusted compensator for tracing moving multi-object based on the sampled images. A novel genetic algorithm (NGA) is applied to optimize the weights of neural network rapidly. The algorithm is used for tracking the moving peoples. The results of simulation and experiment are given in the end. The validity of the algorithm is demonstrated.
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