TY - JOUR
T1 - Properties of Type-2 Complex Conjugate Pair Sums and Their Applications
AU - Shah, Shaik Basheeruddin
AU - Chakka, Vijay Kumar
AU - Reddy, Arikatla Satyanarayana
AU - Srikanth, Goli
AU - Ali, Nazar T.
AU - Altunaiji, Ahmed
AU - Alhajri, Mohamed
AU - Olcan, Dragan
AU - Abd-Alhameed, Raed
N1 - Publisher Copyright:
©2024 S. B. Shah, V. K. Chakka, A. S. Reddy, G. Srikanth, N. T. Ali, A. Altunaiji, M. Alhajri, D. Olcan, R. Abd-Alhameed.
PY - 2024/12/3
Y1 - 2024/12/3
N2 - 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.
AB - 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.
KW - complex conjugate pair sums
KW - Complex exponential
KW - OCCPT
KW - Ramanujan sums
KW - RPT
UR - http://www.scopus.com/inward/record.url?scp=85211060286&partnerID=8YFLogxK
U2 - 10.1561/116.20240056
DO - 10.1561/116.20240056
M3 - Article
AN - SCOPUS:85211060286
VL - 13
JO - APSIPA Transactions on Signal and Information Processing
JF - APSIPA Transactions on Signal and Information Processing
IS - 1
M1 - e32
ER -