Srinivasa Ramanujan and signal-processing problems

Author:

Vaidyanathan Palghat P.1ORCID,Tenneti Srikanth1

Affiliation:

1. Department of Electrical Engineering, California Institute of Technology, Pasadena, CA, USA

Abstract

The Ramanujan sum c q ( n ) has been used by mathematicians to derive many important infinite series expansions for arithmetic-functions in number theory. Interestingly, this sum has many properties which are attractive from the point of view of digital signal processing. One of these is that c q ( n ) is periodic with period q , and another is that it is always integer-valued in spite of the presence of complex roots of unity in the definition. Engineers and physicists have in the past used the Ramanujan-sum to extract periodicity information from signals. In recent years, this idea has been developed further by introducing the concept of Ramanujan-subspaces. Based on this, Ramanujan dictionaries and filter banks have been developed, which are very useful to identify integer-valued periods in possibly complex-valued signals. This paper gives an overview of these developments from the view point of signal processing. This article is part of a discussion meeting issue ‘Srinivasa Ramanujan: in celebration of the centenary of his election as FRS’.

Funder

NSF

ONR

Publisher

The Royal Society

Subject

General Physics and Astronomy,General Engineering,General Mathematics

Reference51 articles.

1. On certain trigonometrical sums and their applications in the theory of numbers;Ramanujan S;Trans. Camb. Phil. Soc.,1918

2. Note on Ramanujan's trigonometrical function c q (n), and certain series of arithmetical functions;Hardy GH;Proc. Camb. Phil. Soc.,1921

3. Planat M. 2002 Ramanujan sums for signal processing of low frequency noise. IEEE Intl. Frequency Control Symposium and PDA Exhibition pp. 715–720.

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