Application of BP neural network based PN code acquisition system in underwater DSSS acoustic communication

2003 ◽  
Author(s):  
Jiang-Yao Chen ◽  
Shun-Hsyung Chang
Keyword(s):  
Neural Network ◽  
Acoustic Communication ◽  
Bp Neural Network ◽  
Acquisition System ◽  
Code Acquisition ◽  
Pn Code Acquisition

scholarly journals Performance Analysis of PN Code Acquisition with MIMO Scheme for an UWB TH/CDMA System

2018 ◽  
Vol 2018 ◽  
pp. 1-11 ◽  
Author(s):  
Yu Min Hwang ◽  
Eun Cheol Kim ◽  
Jin Young Kim
Keyword(s):  
Detection Probability ◽  
Performance Comparison ◽  
Acquisition System ◽  
Acquisition Time ◽  
Cdma System ◽  
Acquisition Performance ◽  
Uncertainty Region ◽  
Code Acquisition ◽  
Pn Code Acquisition ◽  
Code Division Multiple

This paper presents performance and its simulation results of pseudonoise (PN) code acquisition scheme with MIMO scheme for an ultra-wideband time-hopping/code-division-multiple-access (UWB TH/CDMA) system. The transmission channel is modelled as a frequency selective lognormal fading channel. In almost practical PN code acquisition system, the existence of more than two synchronous cells in the uncertainty region of the search process is possible due to multipath effect. Therefore, based on deriving the detection probability, false alarm rate, miss detection probability, and mean acquisition time, the acquisition performance is analyzed under the hypothesis of multiple synchronous states (cells) in the uncertainty region of the PN code. And the code acquisition performance is evaluated when the correlator outputs are noncoherently combined by using equal gain combining (EGC) scheme. In this procedure, the closed form for the conditional probability of decision variable is derived using the Gauss-Hermite quadrature formula. The performance comparison of the scheme mentioned above shows that the code acquisition performance with the diversity combining technique, especially when increasing the number of antenna, is more robust than that using no diversity. And code acquisition performance comparison also shows that if the detection threshold is set inappropriately, the performance might be degraded, even if an antenna diversity method is applied. It is also shown that Tx diversity can improve the acquisition performance but not as much as Rx diversity does. And Rx diversity can be applied to the acquisition system for additional diversity gain if the complexity of the receiver can be accepted.

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