This article was automatically translated from the original Turkish version.
In communication systems, energy efficiency plays a critical role not only in conserving energy but also in ensuring system sustainability, reducing operational costs, and extending device lifespan. Driven by advancing technologies and growing user demands, device density and data traffic have significantly increased, particularly in 5G and beyond networks. This surge has substantially raised total energy consumption, generating adverse economic and environmental impacts.
The widespread adoption of low-power systems such as the Internet of Things (IoT), wireless sensor networks, and portable devices necessitates long-term and uninterrupted operation of devices with limited energy resources. In this context, energy efficiency has evolved from merely a conservation criterion into a fundamental engineering parameter directly linked to system reliability, scalability, and environmental sustainability.
Therefore, the development of energy-efficient communication technologies is an essential requirement for sustaining current technological progress and building sustainable digital infrastructure.
Communication technologies have evolved throughout human history to meet the need for information transfer. In primitive societies, communication was achieved through basic methods such as smoke signals, gestures, and sound. The invention of writing (around 3200 BCE) enabled the permanence of information transfer. Early applications like relay systems and lighthouses in antiquity represent some of the earliest examples of long-distance communication.
Modern electrical communication began with the development of the telegraph in the 17th and 18th centuries, with Samuel Morse’s work in the 1830s marking a turning point in the field. Subsequently, the invention of the telephone (Alexander Graham Bell, 1876) and radio (Guglielmo Marconi, 1895) in the late 19th century made it possible to transmit voice both through wired and wireless media.
Throughout the 20th century, major advancements occurred with the emergence of television, satellite communication, and mobile communication systems. Starting in the 1980s, digital communication technologies came to the forefront. During this period, cellular networks began with 1G analog voice systems, progressed to digital voice in 2G, mobile data in 3G, high-speed internet in 4G, and finally achieved broader coverage, higher bandwidth, and lower latency capabilities in 5G with support for IoT and reduced delay times.
Today, communication technologies enable continuous data transfer with high bandwidth and low energy consumption, not only for human-to-human communication but also for machine-to-machine (M2M) communication. This historical progression demonstrates that communication systems have continuously evolved not only in terms of speed and capacity but also in energy efficiency, security, and integrated operation.
A communication system generally consists of seven fundamental components:
In cellular communication systems, modulation techniques play a decisive role not only in determining the spectral characteristics of the signal but also in energy efficiency. In low-power wireless systems, particularly those involving radio frequency energy harvesting (RF-EH), the properties of the modulation type used for transmission affect both signal transmission quality and the amount of harvestable energy.
In studies examining the impact of modulation techniques on energy efficiency, software-defined radio (SDR) infrastructure is typically preferred, and experimental measurements are used to analyze various parameters. Metrics such as battery charging time (BCT) and received signal strength indicator (RSSI) serve as primary reference criteria for evaluating the performance of different modulation types.
Examples of modulation techniques include Binary Phase Shift Keying (BPSK), Binary Frequency Shift Keying (BFSK), and 16-QAM. The effect of these modulation types on energy efficiency depends on factors such as signal amplitude constancy, spectral efficiency, and rectification efficiency in receiver circuits.
Experimental investigations have shown that modulation schemes with constant amplitude, such as BFSK, generally offer higher efficiency for energy harvesting. This is attributed to the ease with which constant amplitude signals facilitate the rectification process in energy conversion circuits. Modulation types with moderate complexity, such as BPSK, typically provide balanced performance, while multi-level modulation schemes like 16-QAM offer high spectral efficiency but provide limited advantages in terms of energy efficiency.
In this context, the selection of modulation type in cellular communication systems is no longer based solely on classical performance metrics such as transmission capacity and data rate but also incorporates sustainability-oriented criteria such as energy consumption and energy harvesting efficiency. As a result, energy efficiency optimization has become a fundamental component of modulation design across diverse scenarios ranging from low-power sensor networks to wide-area cellular infrastructure.
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Historical Development of Communication
Basic Components of Communication Systems
Impact of Modulation Types on Cellular Communication Efficiency