TY - JOUR
T1 - Time-domain concentration and approximation of computable bandlimited signals
AU - Boche, Holger
AU - Mönich, Ullrich J.
N1 - Publisher Copyright:
© 2021 IEEE
PY - 2021
Y1 - 2021
N2 - We study the time-domain concentration of bandlimited signals form a computational point of view. To this end we employ the concept of Turing computability that exactly describes what can be theoretically computed on a digital machine. A previous definition of computability for bandlimited signals is based on the idea of effective approximation with finite Shannon sampling series. In this paper we provide a different definition that uses the time-domain concentration of the signals. For computable bandlimited signals with finite Lp-norm, we prove that both definitions are equivalent. We further show that local computability together with the computability of the Lp-norm imply the computability of the signal itself. This provides a simple test for computability.
AB - We study the time-domain concentration of bandlimited signals form a computational point of view. To this end we employ the concept of Turing computability that exactly describes what can be theoretically computed on a digital machine. A previous definition of computability for bandlimited signals is based on the idea of effective approximation with finite Shannon sampling series. In this paper we provide a different definition that uses the time-domain concentration of the signals. For computable bandlimited signals with finite Lp-norm, we prove that both definitions are equivalent. We further show that local computability together with the computability of the Lp-norm imply the computability of the signal itself. This provides a simple test for computability.
KW - Bandlimited signal
KW - Bernstein space
KW - Effective approximation
KW - Time-domain concentration
KW - Turing computability
UR - http://www.scopus.com/inward/record.url?scp=85115118936&partnerID=8YFLogxK
U2 - 10.1109/ICASSP39728.2021.9413984
DO - 10.1109/ICASSP39728.2021.9413984
M3 - Conference article
AN - SCOPUS:85115118936
SN - 1520-6149
VL - 2021-June
SP - 5469
EP - 5473
JO - ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
JF - ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
T2 - 2021 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2021
Y2 - 6 June 2021 through 11 June 2021
ER -