Design and Development of Efficient Energy Systems

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There is not a single industry which will not be transformed by machine learning and Internet of Things (IoT). IoT and machine learning have altogether changed the technological scenario by letting the user monitor and control things based on the prediction made by machine learning algorithms. There has been substantial progress in the usage of platforms, technologies and applications that are based on these technologies. These breakthrough technologies affect not just the software perspective of the industry, but they cut across areas like smart cities, smart healthcare, smart retail, smart monitoring, control, and others. Because of these “game changers,” governments, along with top companies around the world, are investing heavily in its research and development. Keeping pace with the latest trends, endless research, and new developments is paramount to innovate systems that are not only user-friendly but also speak to the growing needs and demands of society.
This volume is focused on saving energy at different levels of design and automation including the concept of machine learning automation and prediction modeling. It also deals with the design and analysis for IoT-enabled systems including energy saving aspects at different level of operation.
The editors and contributors also cover the fundamental concepts of IoT and machine learning, including the latest research, technological developments, and practical applications. Valuable as a learning tool for beginners in this area as well as a daily reference for engineers and scientists working in the area of IoT and machine technology, this is a must-have for any library.

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12. Ajay Kumar, Neha Gupta, Rishu Chaujar. TCAD RF performance investigation of Transparent Gate Recessed Channel MOSFET, Microelectronics Journal, 49, 36-42 , 2016.

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21. Bavir, M., Abbasi, A. & Orouji, A.A. A Simulation Study of Junctionless Double-Gate Metal-Oxide-Semiconductor Field-Effect Transistor with Symmetrical Side Gates. Silicon (2019). https://doi.org/10.1007/s12633-019-00258-7

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* Corresponding author : tri.suman78@gmail.com

2

VLSI Implementation of Vedic Multiplier

Abhishek Kumar

School of Electronics and Electrical Engineering, Lovely Professional University, Phagwara, India

Abstract

Vedic arithmetic is an old Indian science, discovered from ancient Indian sculptures (Vedas). High-speed more multiple is the primary block in processor architecture. Vedic mathematics developed from a special method of calculations of 16 sutras. This chapter presents VLSI architecture implementation of an 8-bit multiplier with compressors, which shows significant improvement over conventional add shift multiplier. Vedic mathematics developed from 16 principles known as sutras. The technique of Vedic more multiple is Urdhva-Triyakbhyam (Vertically and Crosswise) sutra. This sutra was customarily used in the ancient history of Indian culture to multiply two decimal numbers with minimum time. The hardware architecture of Vedic multiplier is similar to array multiplier. In the performance of digital signal processors which frequently perform multiplication, much depends on the calculation speed of the multiplier block. The existing method of multiplication shift-add, booth multiplication requires hardware resources, which leads to high power consumption. The present method of Vedic multiplication based on the compressor block is focused on the reduction of interconnect wire. The multiplier is implemented using Verilog HDL with cadence NC SIM and the constrain areas, power and delay optimize using underlying block.

Keywords: Vedic multiplier, urdhva-tiryakbhyam, adder, compressor, Hdl, power

2.1 Introduction

High-speed power and low-power multiplication are the fundamental blocks for high-speed processor architecture. It is hard to realize both high-speed and low-power architecture (VLSI tradeoff). There is various multiplier architecture available in the literature. Basically, the multiplier is complete by repeated addition; a full adder is a basic unit of the multiplier, cell area increases proportionally with the number of input increases. Switching power increases with interconnection among the cells. The present work of the Vedic multiplier is focused on reducing the cell count by utilizing a compressor block into the design. The compressor is a combination of multiple adder block. It accepts multiple inputs to perform addition and map the result into a lower number of the output signal.

Vedic arithmetic is derived from Vedas (books of shrewdness) [1]. It is a chunk of Sthapatya-Veda (book on structural building and design), which is an Upaveda (supplement) of Atharva Veda. It incorporated the hypothesis of standard numerical terms having a place in number belonging, geometry (plane, co-ordinate), trigonometry, quadratic conditions, factorization, and even math. His Holiness Jagadguru Shankaracharya Bharati Krishna Teerthaji Maharaja (1884-1960) consolidated his work and introduced it as a scientific clarification. Swamiji consolidated 16 sutras (formulae) and 16 Upa sutras (sub-formulae) from Atharva Veda as shown in Table 2.1. Vedic mathematics consists of the special technique of computations based on natural principles. Mathematical problems in trigonometric, algebra, and geometry can be solved simply. The Vedic method contains 16 sutras, describing natural ways of computing. The beauty of Vedic mathematics is that it simplifies complex calculations. The Vedic method shows effective methods of implementation of multiplication with higher bits for the science and engineering field.

Table 2.1 Sutra in Vedic mathematics [2–5].

Sutras Properties
Anurupye Shunyamanyat One is in proportion, other is zero
ChalanaKalanabyham Closeness and distinction
EkadhikinaPurven By one more than the past one
kanyunenaPurvena By one is greater than previous one
Gunakasamuchyah Elements of the whole are equivalent to the quantity of components
Gunitasamuchyah The product of sum (POS) is equivalent to sum of product (SOP)
NikhilamNavatashcaramamDashatah All from 9 and previous from 10
ParaavartyaYojayet Interchange and modify
Puranapuranabyham Completion of the non-completion
Sankalana Addition and subtraction
ShesanyankenaCharamena Remainders
ShunyamSaamyasamuccaye Sum is zero
Sopaantyadvayamantyam Twice and ultimate
Urdhva-tiryakbhyam Vertical - crosswise
Vyashtisamanstih Part – entire
Yaavadunam Extent of deficiency

2.2 8x8 Vedic Multiplier

Vedic mathematics is one of ancient Indian mathematics computes mathematical operations and is actively based on formulas for fast computations “Urdhva-Tiryakbhyam”. Sutra is more generic and appropriate for multiplication. The meaning of Urdhva-Tiryakbhyam is “vertically and crosswise”. The significant advantage of the Urdhva-Tiryakbhyam multiplication method is that it requires at most logical “AND” operations, arrangements of half adder (HA) and full adder (FA) to accomplish multiplication [6, 7]. Partial products require in multiplication generated in Parallel, minimizes computation time. In Figure 2.1, darkened circles present the bits of “multiplier and multiplicand”; arrows present bits to multiplied compute each bits of product.

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