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High-Performance Viterbi Decoder With Circularly Connected 2-D CNN Unilateral Cell Array

机译:具有圆形连接的二维CNN单边单元阵列的高性能维特比解码器

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A very-high-performance Viterbi decoder with a circularly connected two-dimensional analog cellular neural network (CNN) cell array is disclosed. In the proposed Viterbi decoder, the CNN cells with nonlinear unilateral connections are implemented with electronic circuits at nodes on a trellis diagram. The circuits are circularly connected, forming a cylindrical shape so that the cells of the last stage are connected to those of the first stage. Unilateral connections guide the information to flow circularly around the cylindrical surface. Such configuration enables the conceptually infinite length of the trellis diagram to be reduced to a circuit of limited size. The analog circuits does not require any analog-digital converters, which is the major cause of high power consumption and the quantization error. With the parallel analog processing structure, its decoding speed becomes very high. Also, the decoding mechanism using triggering wave of the CNN circuit does not require the path memory. Circuits for the proposed structure have been designed with HSPICE. Features of the proposed Viterbi decoder are compared with those of the conventional digital Viterbi decoder.
机译:公开了一种具有圆形连接的二维模拟细胞神经网络(CNN)单元阵列的超高性能维特比解码器。在提出的维特比解码器中,具有非线性单边连接的CNN单元是通过在格子图上的节点处的电子电路实现的。电路被圆形连接,形成圆柱形状,使得最后一级的电池连接到第一级的电池。单边连接引导信息在圆柱表面周围循环流动。这样的配置使得网格图的概念上无限的长度可以减小到有限尺寸的电路。模拟电路不需要任何模数转换器,这是高功耗和量化误差的主要原因。利用并行模拟处理结构,其解码速度变得非常高。而且,使用CNN电路的触发波的解码机制不需要路径存储器。拟议结构的电路已使用HSPICE设计。将所提出的维特比解码器的特征与常规数字维特比解码器的特征进行比较。

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