FIR perfect signal reconstruction from multiple convolutions: minimum deconvolver orders

  • Authors:
  • G. Harikumar;Y. Bresler

  • Affiliations:
  • Tellabs Res., South Bend, IN;-

  • Venue:
  • IEEE Transactions on Signal Processing
  • Year:
  • 1998

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Abstract

Given p co-prime finite impulse response (FIR) filters hi ∈R(mh), it well known that there exist q i∈R(mq) such that Σihi*qi=δ. Importantly, this enables signal recovery from its convolutions with p⩾2 co-prime FIR filters by FIR filtering. We show that such qi exist almost surely if and only if mq⩾[(mh-1)/(p-1)], where [x] is the smallest integer greater than or equal to x. The results also provide conditions for full rank of certain key matrices arising in the blind multichannel deconvolution problem