APSIPA Transactions on Signal and Information Processing > Vol 13 > Issue 1

Properties of Type-2 Complex Conjugate Pair Sums and Their Applications

Shaik Basheeruddin Shah, Khalifa University, UAE, shaik.shah@ku.ac.ae , Vijay Kumar Chakka, Shiv Nadar University, India, Arikatla Satyanarayana Reddy, Shiv Nadar University, India, Goli Srikanth, Shiv Nadar University, India, Nazar T. Ali, Khalifa University, UAE, Ahmed Altunaiji, Khalifa University, UAE, Mohamed Alhajri, American University of Sharjah, UAE, Dragan Olcan, University of Belgrade, Serbia, Raed Abd-Alhameed, University of Bradford, UK
 
Suggested Citation
Shaik Basheeruddin Shah, Vijay Kumar Chakka, Arikatla Satyanarayana Reddy, Goli Srikanth, Nazar T. Ali, Ahmed Altunaiji, Mohamed Alhajri, Dragan Olcan and Raed Abd-Alhameed (2024), "Properties of Type-2 Complex Conjugate Pair Sums and Their Applications", APSIPA Transactions on Signal and Information Processing: Vol. 13: No. 1, e32. http://dx.doi.org/10.1561/116.20240056

Publication Date: 03 Dec 2024
© 2024 S. B. Shah, V. K. Chakka, A. S. Reddy, G. Srikanth, N. T. Ali, A. Altunaiji, M. Alhajri, D. Olcan, R. Abd-Alhameed
 
Subjects
Demodulation and equalization,  Modulation and signal design,  Signal processing for communications,  Wireless communications,  Digital and multirate signal processing,  Signal decompositions,  Signal processing for communications,  Signal reconstruction,  Sparse representations,  Filtering, estimation, identification
 
Keywords
Complex exponentialRamanujan sumscomplex conjugate pair sumsRPTOCCPT
 

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In this article:
Introduction 
Preliminaries 
CCPS(2) As Derivative Approximation 
Non-Overlapping DFT Coefficients 
Conclusion 
References 

Abstract

Ramanujan Sum (RS) has recently been used in the Ramanujan Periodic Transform (RPT), which efficiently extracts period information with lower computational complexity. Building on RS and RPT, Complex Conjugate Pair Sums of type-1 (CCPS(1)) and type-2 (CCPS(2)) have been developed, forming the basis of the Orthogonal Complex Conjugate Periodic Transform (OCCPT), an alternative to the Discrete Fourier Transform (DFT) with reduced computational requirements. While RSs and CCPS(1) properties are well-studied, CCPS(2) characteristics remain underexplored. This paper investigates CCPS(2) properties and their potential applications. Specifically, it examines the behavior of a Linear Time-Invariant (LTI) system with a CCPS(2)-based impulse response, demonstrating that the system can approximate first- and second-order derivatives of the input signal. This property is applied to image edge detection and Electrocardiogram (ECG) preprocessing, comparing the performance with systems using RS and CCPS(1) impulse responses. Additionally, the paper shows that the DFT coefficients of any two distinct, CCPS(1) or CCPS(2), as well as CCPS(1) and CCPS(2), sequences are non-overlapping, ensuring orthogonality among the subspaces they span. Based on this, we propose a new modulation scheme, Orthogonal Complex Conjugate Periodic Subspace Division Multiplexing (OCCPSDM), which is compared with existing modulation techniques regarding Peak-to-Average Power Ratio (PAPR) and computational complexity.

DOI:10.1561/116.20240056