Sampling method, reconstruction method, and device for sampling and/or reconstructing signals
Reconstruction method for reconstructing a first signal (x(t)) regularly sampled at a sub-Nyquist rate, comprising the step of retrieving from the regularly spaced sampled values (y s [n], y(nT)) a set of weights (c n , c nr , c k ) and shifts (t n , t k ) with which said first signal (x(t)) can be reconstructed. The reconstructed signal (x(t)) can be represented as a sequence of known functions (γ(t)) weighted by the weights (c k ) and shifted by the shifts (t k ). The sampling rate is at least equal to the rate of innovation (ρ) of the first signal (x(t)).
1. Reconstruction method for reconstructing a first signal (x(t)) from a set of sampled values (y s [n], y[nT]) generated by sampling a second signal (y(t)) at a sub-Nyquist rate and at uniform intervals, comprising: retrieving, from a set of sampled values which were generated by sampling the second signal (y(t)) at the sub-Nyquist rate and at the uniform intervals, a set of shifts (LA) and weights (c n , c nr , c k ) with which said first signal (x(t)) can be reconstructed.
2. An apparatus for reconstructing a first signal (x(t)) from a set of sampled values (y s [n], y[nT]) generated by sampling a second signal (y(t)) at a sub-Nyquist rate and at uniform intervals, comprising:
a memory configured to store a set of sampled values which were generated by sampling the second signal (y(t)) at the sub-Nyquist rate and at the uniform intervals; and
a processor configured to retrieve, from the set of sampled values, a set of shifts (t n ,t k ) and weights (c n , c nr , c k ) with which said first signal (x(t)) can be reconstructed.
3. A non-transitory computer readable medium for reconstructing a first signal (x(t)) from a set of sampled values (y s [n], y[nT]) generated by sampling the second signal (y(t)) at the sub-Nyquist rate and at the uniform intervals, having stored thereon instructions that when executed by a processor cause the processor to:
retrieve, from the set of sampled values which were generated by sampling the second signal (y(t)) at the sub-Nyquist rate and at the uniform intervals, a set of shifts (t n ,t k ) and weights (c n , c nr , c k ) with which said first signal (x(t)) can be reconstructed.
4. An apparatus for reconstructing a first signal (x(t)) from a set of sampled values (y s [n], y[nT]) generated by sampling a second signal (y(t)) at a sub-Nyquist rate and at uniform intervals, comprising:
means for storing a set of sampled values which were generated by sampling the second signal (y(t)) at the sub-Nyquist rate and at the uniform intervals; and
means for retrieving, from the set of sampled values, a set of shifts and weights (c n , c nr , c k ) with which said first signal (x(t)) can be reconstructed.