DocumentCode
2521502
Title
Degrees of freedom of band limited signals measured over space
Author
Bashar, Farhana ; Abhayapala, Thushara D.
Author_Institution
Res. Sch. of Eng., Australian Nat. Univ. (ANU), Canberra, ACT, Australia
fYear
2012
fDate
2-5 Oct. 2012
Firstpage
735
Lastpage
740
Abstract
In this paper, we provide the degrees of freedom of a band limited signal observed over a finite spatial window at a given time instant. The limit is based on Claude E. Shannon´s sampling theorem which is also known as Whittaker-Nyquist-Kotelnikov-Shannon sampling theorem. The result is derived by using a series expansion of the solution to the Helmholtz wave equation. The expanded terms of wave equation are then bounded exponentially to zero beyond a threshold. The derived result is more general compared to the existing ones and explores the effects of spatial information on the degrees of freedom of the signal observed. In addition, we derive a new expression to calculate the degrees of freedom of a signal observed over band limited and spatially constrained channel at a constant time in terms of wavelengths and fractional bandwidth. We show that by increasing the size of the three dimensional spatial region, the degrees of freedom of the observable signal over the region can be increased for a given signal bandwidth.
Keywords
Helmholtz equations; bandlimited signals; signal sampling; wireless channels; Claude E.Shannon sampling theorem; Helmholtz wave equation; Whittaker-Nyquist-Kotelnikov-Shannon sampling theorem; band limited signal; degree of freedom; finite spatial window; fractional bandwidth; series expansion; signal bandwidth; spatial constrained channel; Bandwidth; Fourier series; Propagation; Time frequency analysis; Vectors; Wireless communication; Degrees of freedom; Fourier series expansion; space-time signals; spherical Bessel function; spherical wave expansion;
fLanguage
English
Publisher
ieee
Conference_Titel
Communications and Information Technologies (ISCIT), 2012 International Symposium on
Conference_Location
Gold Coast, QLD
Print_ISBN
978-1-4673-1156-4
Electronic_ISBN
978-1-4673-1155-7
Type
conf
DOI
10.1109/ISCIT.2012.6380999
Filename
6380999
Link To Document