Initial state vector control-based full-feedback neural network blind detection method
An initial state and neural network technology, applied in transmission monitoring, multi-carrier systems, electrical components, etc., can solve problems such as slow algorithm convergence, blind detection performance limitations, and algorithms that tend to fall into false equilibrium points, so as to improve detection performance, The effect of speeding up the convergence speed
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[0032] Before going into details, some nouns, symbols and formulas used in the system are first defined:
[0033] P: channel order
[0034] L: equalizer order
[0035] N: the data length required by the algorithm of this scheme
[0036] q: oversampling factor
[0037] (·) H : Hermitian transpose
[0038] (·) T :Matrix transpose
[0039] The idea of the present invention will be further described in detail below in conjunction with the accompanying drawings.
[0040] Definition 1 When the noise is neglected, the receiving equation of the discrete-time channel is defined as follows
[0041] x N =SГ H (1)
[0042] Among them, the sending signal array S=[s L+P (t),...,s L+P (t+N-1)] T =[s N (t),...,s N (t-P-L)] N×(L+P+1) ,s L+P (t)=[s(t),...,s(t-L-P)] T ; Г is derived from h jj , jj=0, 1,..., the block Toeplitz matrix composed of P, [h 0 ,...,h P ] q×(P+1) is the channel impulse response, and the received data array is (X N ) N×(L+1)q =[x L (t),......
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