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Optical and Quantum Electronics

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01-01-2024

A nano-scale design of a multiply-accumulate unit for digital signal processing based on quantum computing

Authors: Seyed-Sajad Ahmadpour, Nima Jafari Navimipour, Senay Yalcin, Danial Bakhshayeshi Avval, Noor Ul Ain

Published in: Optical and Quantum Electronics | Issue 1/2024

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Abstract

Digital signal processing (DSP) is used in computer processing to conduct different signal-processing tasks. The DSPs are used in the series numbers representing a continuous variable in a domain such as time, area, or frequency. The multiply-accumulate (MAC) unit is crucial in various DSP applications, including convolution, discrete cosine transform (DCT), Fourier Transform, etc. Thus, all DSPs contain a critical MAC unit in signal processing. The MAC unit conducts multiplication and accumulation operations for continuous and complicated DSP application processes. On the other hand, in the MAC structure, the stability of the circuit and the occupied area pose some significant challenges. However, high-performance quantum technology can easily overcome all the previous shortcomings. Hence, this paper suggests an efficient MAC for DSP applications using a Vedic multiplier, half adder, and accumulator based on quantum technology. All the proposed structures have used a single-layer layout without rotated cells. The suggested architecture is designed and validated based on the QCADesigner 2.0.3 tool. The findings revealed that all the developed circuits have a simple architecture with fewer quantum cells, optimal area, and low latency.

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Title: A nano-scale design of a multiply-accumulate unit for digital signal processing based on quantum computing
Authors: Seyed-Sajad Ahmadpour
Nima Jafari Navimipour
Senay Yalcin
Danial Bakhshayeshi Avval
Noor Ul Ain
Publication date: 01-01-2024
Publisher: Springer US
Published in: Optical and Quantum Electronics / Issue 1/2024
Print ISSN: 0306-8919
Electronic ISSN: 1572-817X
DOI: https://doi.org/10.1007/s11082-023-05604-z

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