Spiral inductance optimization method based on HPSO algorithm and GA-BP algorithm
A GA-BP, spiral inductance technology, applied in the field of wireless communication, can solve the problems of inconvenient inductance optimization, time-consuming, increasing design cost, etc., to avoid falling into local extreme points and improve prediction accuracy.
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[0032] In order to illustrate the technical solution of the present invention more clearly, the present invention will be further described below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present invention, not to limit the present invention.
[0033] The method for optimizing the spiral inductance on the radio frequency chip based on the HPSO and GA-BP algorithm proposed by the present invention, its modeling flow chart is as follows figure 1 As shown, the following steps are included: Step 101. Make a data set: According to the 0.13-μm CMOS process technology, determine the structural parameters of the on-chip spiral inductor, that is, the number of turns N, the outer diameter Dout, the line width W, and the value range of the line spacing s as shown in Table 1 As shown, this range covers the potential inductor size of a typical wireless communication applic...
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