Blind equalisation of communication channels for equal energy sources: energy matching approach

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Blind equalisation of communication channels for equal energy sources: energy matching approach

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A new energy‐matching approach for blind equalisation of possibly non‐minimum phase channels is presented. The scheme exploits second order statistics and uses oversampling, but does not use the matching of statistics of the input with that of the output symbols. All the source symbols must have equal energy. A finite impulse response filter is used as an equaliser, whose weights are updated by using the energy constraint imposed on the output symbols. The proposed scheme is computationally light and converges in one epoch only.

Inspec keywords: higher order statistics; blind equalisers; FIR filters; telecommunication channels

Other keywords: finite impulse response filter; energy matching; second order statistics; phase channels; blind equalisation; communication channels; equaliser

Subjects: Filtering methods in signal processing; Other topics in statistics; Communication channel equalisation and identification

References

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      • R. Liu , G. Dong . A fundamental theorem for multiple-channel blind equalization. IEEE Trans. Circuits Syst.‐I, Fundam. Theory Appl. , 5 , 472 - 473
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      • R.L. Valcarce , S. Dasgupta . Blind channel equalization with colored sources based on second order statistics: a linear prediction approach. IEEE Trans. Signal Process. , 2050 - 2059
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