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Qatar Foundation Annual Research Conference (ARC)

Secure RF Energy Harvesting Scheme for Future Wireless Networks

Dushantha Nalin K. Jayakody Arachchilage, Furqan Jameel, Marwa Qaraqe

Published Jan 1, 2018• 3 citations
Publisher

Abstract

Wireless communication is shaping the future of seamless and reliable connectivity of billions of devices. The communication sector in Qatar is mainly driven by rising demand of higher data rates and uninterrupted connectivity of wireless devices. Wireless fidelity (Wi-Fi), cellular telephone and computer interface devices (e.g. Bluetooth) are a few of the commonly used applications for wireless distribution of information in Qatar. According to analysts, strong growth of Islamic banking, increase in IT consolidation and increased adoption of mobility solutions are some of the key contributors to the growth of digital infrastructure in Qatar. Modernization of legacy infrastructure is another focal point of government of Qatar to enable e-government initiative in rural areas and Tier II/ III cities of Qatar which has long term effects in various domains such as health, electricity, water, heat, communication and trade. Considering this exponential rise of wireless communication in Qatar, a great deal of research is being done from the perspective of secure deployment of new wireless networks. There is also a growing demand to develop more energy-efficient communication techniques to reduce the consumption of fossil fuel without compromising the quality of experience of users. This is also beneficial for solving economic issues that cellular operators are faced with the ever growing number of users. Moreover, with the upcoming FIFA world cup in 2022, millions of dollars are being spent to enhance the capacity and security of existing and upcoming communication networks. However, with greater connectivity and ultimate functionality come several important challenges. The first challenge is the security of data or more specifically who has access to the data. The broadcast nature of wireless channels implies that the transmitted information signals are also received by nodes other than the intended receiver, which results in the leakage of information. Encryption techniques at higher layers are used to secure transmitted information. However, the high computational complexity of these cryptographic techniques consumes significant amount of energy. Moreover, secure secret key management and distribution via an authenticated third party is typically required for these techniques, which may not be realizable in a dense wireless networks. Therefore, a considerable amount of work has recently been devoted to information-theoretic physical layer security (PLS) as a secure communication technique which exploits the characteristics of wireless channels, such as fading, noise, and interferences. The varying nature of these factors causes randomness in the wireless channel which can be exploited to achieve security. The transmission of secret messages takes place when the receiver»s channel experiences less fading than the eavesdropper»s channel, otherwise transmission remains suspended. The second concern is regarding the limited lifetime of wireless devices, especially when massive amount of data needs to be collected and transferred across the network. This challenge can be addressed by innovative means of powering, and for small energy limited devices, this implies the use of energy harvesting (EH) techniques. In this context, the transfer of data and power over a common electromagnetic (EM) wave has gained significant research interest over the past decade. The technique which merges wireless information transfer (WIT) with wireless power transmission (WPT) is commonly termed as simultaneous wireless information and power transfer (SWIPT). However, SWIPT systems cannot be supported using conventional design of transmitter and receiver. To address this issue, two broad categories of receiver architectures have been proposed in SWIPT literature i.e. separated and integrated architecture. In separated receiver architecture, the information decoder and energy harvester act as dedicated and separate units. This although not only increases the cost of receiver but also increases the complexity of the hardware. In contrast, the integrated receiver architecture jointly processes the information and energy using a unified circuitry for both. This architecture reduces the cost and hardware complexity Our work attempts to address the aforementioned issues by evaluating secrecy performance and proposing practical secrecy enhancement scheme in EH wireless devices. In particular, we investigate PLS in SWIPT systems in the presence of multiple eavesdroppers. The secrecy performance of the SWIPT system is analyzed for Rician faded communication links. The security performance is analyzed for imperfect channel estimation, and both separated and integrated receiver architectures for the SWIPT system. We derive closed-form expressions of the secrecy outage probability and the ergodic secrecy rate for the considered scenario and validate the derived analytical expressions through extensive simulations. Our results reveal that an error floor appears due to channel estimation errors at high values of signal to noise ratio (SNR); such that outage probability cannot be further minimized despite an increase in the SNR of the main link. Moreover, the results show that largest secrecy rate can be achieved when the legitimate receiver is equipped with separated SWIPT receiver architecture and the eavesdroppers have an integrated SWIPT receiver architecture. It is also demonstrated that the power splitting factor at both legitimate receiver and at eavesdroppers play a prominent role in determining the secrecy performance of SWIPT. We prove that a larger power splitting factor is required to ensure link security for poor channel estimation. Finally, our work discusses transmit antenna selection and baseline antenna selection schemes to improve security. Therein, it is shown that transmit antenna selection outperforms baseline antenna selection. The results provided in this work can be readily used to evaluate the secrecy performance of SWIPT systems operating in the presence of multiple eavesdroppers.

DOI
10.5339/qfarc.2018.ictpp179

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Wireless communication is shaping the future of seamless and reliable connectivity of billions of devices. The communication sector in Qatar is mainly driven by rising demand of higher data rates and uninterrupted connectivity of wireless devices. Wireless fidelity (Wi-Fi), cellular telephone and computer interface devices (e.g. Bluetooth) are a few of the commonly used applications for wireless distribution of information in Qatar. According to analysts, strong growth of Islamic banking, increase in IT consolidation and increased adoption of mobility solutions are some of the key contributors to the growth of digital infrastructure in Qatar. Modernization of legacy infrastructure is another focal point of government of Qatar to enable e-government initiative in rural areas and Tier II/ III cities of Qatar which has long term effects in various domains such as health, electricity, water, heat, communication and trade. Considering this exponential rise of wireless communication in Qatar, a great deal of research is being done from the perspective of secure deployment of new wireless networks. There is also a growing demand to develop more energy-efficient communication techniques to reduce the consumption of fossil fuel without compromising the quality of experience of users. This is also beneficial for solving economic issues that cellular operators are faced with the ever growing number of users. Moreover, with the upcoming FIFA world cup in 2022, millions of dollars are being spent to enhance the capacity and security of existing and upcoming communication networks. However, with greater connectivity and ultimate functionality come several important challenges. The first challenge is the security of data or more specifically who has access to the data. The broadcast nature of wireless channels implies that the transmitted information signals are also received by nodes other than the intended receiver, which results in the leakage of information. Encryption techniques at higher layers are used to secure transmitted information. However, the high computational complexity of these cryptographic techniques consumes significant amount of energy. Moreover, secure secret key management and distribution via an authenticated third party is typically required for these techniques, which may not be realizable in a dense wireless networks. Therefore, a considerable amount of work has recently been devoted to information-theoretic physical layer security (PLS) as a secure communication technique which exploits the characteristics of wireless channels, such as fading, noise, and interferences. The varying nature of these factors causes randomness in the wireless channel which can be exploited to achieve security. The transmission of secret messages takes place when the receiver»s channel experiences less fading than the eavesdropper»s channel, otherwise transmission remains suspended. The second concern is regarding the limited lifetime of wireless devices, especially when massive amount of data needs to be collected and transferred across the network. This challenge can be addressed by innovative means of powering, and for small energy limited devices, this implies the use of energy harvesting (EH) techniques. In this context, the transfer of data and power over a common electromagnetic (EM) wave has gained significant research interest over the past decade. The technique which merges wireless information transfer (WIT) with wireless power transmission (WPT) is commonly termed as simultaneous wireless information and power transfer (SWIPT). However, SWIPT systems cannot be supported using conventional design of transmitter and receiver. To address this issue, two broad categories of receiver architectures have been proposed in SWIPT literature i.e. separated and integrated architecture. In separated receiver architecture, the information decoder and energy harvester act as dedicated and separate units. This although not only increases the cost of receiver but also increases the complexity of the hardware. In contrast, the integrated receiver architecture jointly processes the information and energy using a unified circuitry for both. This architecture reduces the cost and hardware complexity Our work attempts to address the aforementioned issues by evaluating secrecy performance and proposing practical secrecy enhancement scheme in EH wireless devices. In particular, we investigate PLS in SWIPT systems in the presence of multiple eavesdroppers. The secrecy performance of the SWIPT system is analyzed for Rician faded communication links. The security performance is analyzed for imperfect channel estimation, and both separated and integrated receiver architectures for the SWIPT system. We derive closed-form expressions of the secrecy outage probability and the ergodic secrecy rate for the considered scenario and validate the derived analytical expressions through extensive simulations. Our results reveal that an error floor appears due to channel estimation errors at high values of signal to noise ratio (SNR); such that outage probability cannot be further minimized despite an increase in the SNR of the main link. Moreover, the results show that largest secrecy rate can be achieved when the legitimate receiver is equipped with separated SWIPT receiver architecture and the eavesdroppers have an integrated SWIPT receiver architecture. It is also demonstrated that the power splitting factor at both legitimate receiver and at eavesdroppers play a prominent role in determining the secrecy performance of SWIPT. We prove that a larger power splitting factor is required to ensure link security for poor channel estimation. Finally, our work discusses transmit antenna selection and baseline antenna selection schemes to improve security. Therein, it is shown that transmit antenna selection outperforms baseline antenna selection. The results provided in this work can be readily used to evaluate the secrecy performance of SWIPT systems operating in the presence of multiple eavesdroppers.
Information security is one of the most critical issues in wireless networks as the signals transmitted through wireless medium are more vulnerable for interception. Although the existing conventional security techniques are proven to be safe, the broadcast nature of wireless communications introduces different challenges in terms of key exchange and distributions. As a result, information theoretic physical layer security has been proposed to complement the conventional security techniques for enhancing security in wireless transmissions. On the other hand, the rapid growth of data rates introduces different challenges on power limited mobile devices in terms of energy requirements. Recently, research work on wireless power transfer claimed that it has been considered as a potential technique to extend the battery lifetime of wireless networks. However, the algorithms developed based on the conventional optimization approaches often require iterative techniques, which poses challenges for real-time processing. To meet the demanding requirements of future ultra-low latency and reliable networks, neural network (NN) based approach can be employed to determine the resource allocations in wireless communications. \n \nThis thesis developed different transmission strategies for secure transmission in wireless communications. Firstly, transmitter designs are focused in a multiple-input single-output simultaneous wireless information and power transfer system with unknown eavesdroppers. To improve the performance of physical layer security and the harvested energy, artificial noise is incorporated into the network to mask the secret information between the legitimate terminals. Then, different secrecy energy efficiency designs are considered for a MISO underlay cognitive radio network, in the presence of an energy harvesting receiver. In particular, these designs are developed with different channel state information assumptions at the transmitter. Finally, two different power allocation designs are investigated for a cognitive radio network to maximize the secrecy rate of the secondary receiver: conventional convex optimization framework and NN based algorithm.
Nowadays, the emergence of digital applications such as online gaming, extended reality (XR), and the Metaverse, causes the increasing demand of copyright data protection. The copyright data may be encrypted and transferred over communication media like wireless channels. In wireless communication networks, the need for robust content security and data protection is becoming increasingly critical. In addition, this communication also requires ultrareliable, low latency, and high-bandwidth connectivity. This paper proposes a secure and energy-efficient communication framework that leverages the synergies of Physical Layer Security (PLS) and Energy Harvesting (EH) techniques to address these demands. Specifically, a source node, energized by harvested energy, securely transmits confidential data to a multi-antenna destination node, while mitigating potential interception by an eavesdropper. The proposed framework incorporates advanced PLS strategies, including the use of jamming signals, Selection Combining (SC), and Maximal Ratio Combining (MRC) to enhance the confidentiality of the transmitted information. We derive exact analytical expressions for the Secrecy Outage Probability (SOP) and validate the theoretical results through Monte Carlo simulations. The simulation results demonstrate a significant performance improvement, revealing the intricate trade-offs between energy efficiency and security. In future work, we intend to explore the integration of AI-driven adaptive security protocols and blockchain-based authentication mechanisms to further fortify content security in next-generation wireless networks.
This paper proposes a secure wireless communication system that integrates Physical Layer Security (PLS) with Energy Harvesting (EH) to improve both data confidentiality and network sustainability. The system model consists of a source node S, powered by energy harvested from spatially distributed power stations, a multi-antenna destination node D, and an eavesdropper node E located within the communication range. A time-switching protocol enables the source node S to alternate between energy harvesting and secure data transmission. To enhance signal quality and system security, the destination node D employs Selection Combining (SC) and Maximal Ratio Combining (MRC) techniques to mitigate fading effects and eavesdropping risks. Analytical expressions for the Signal-to-Noise Ratios (SNRs) at both the destination D and the eavesdropper E are derived, along with the Probability Density Function (PDF) and Cumulative Distribution Function (CDF) of these SNRs under block Rayleigh fading conditions. Furthermore, an exact analytical formulation for Secrecy Outage Probability (SOP) is presented, quantifying the probability of information leakage under various system configurations. The proposed model is validated through extensive Monte Carlo simulations, which confirm the accuracy of the mathematical analysis of SOP. Based on simulation results, the impact of key system parameters—such as energy harvesting efficiency η, time-switching protocol parameter α, the number of antennas M at the destination node, and the number of beacon nodes N—on SOP is analyzed. The results provide valuable insights for optimizing secure and energy-efficient communication in wireless networks.
High-altitude platform station (HAPS) serves as a promising enabler for wide-area connectivity of low-power wireless devices, particularly in remote and underserved regions. However, the strong line-of-sight characteristics of HAPS links increase the risk of eavesdropping, while the limited energy budget of ground devices remains a major operational constraint. In this work, we propose a secure wireless information and energy harvesting framework for HAPS-based networks in the presence of spatially distributed eavesdroppers. The proposed system integrates friendly jamming and power transfer nodes equipped with null-steering capability antennas, such that they not only degrade the reception quality at eavesdroppers but also act as additional radio-frequency energy sources for legitimate users. A time-switching wireless information and power transfer architecture is adopted at the user side. Under this framework, we derive tractable expressions for the joint rate-energy coverage and the average secrecy rate using stochastic geometry tools. Numerical and Monte Carlo results validate the developed analysis and reveal key design trade-offs among the time allocation factor, null-steering-zone radius around each user, and jammer transmit power. In particular, the results show that properly coordinated null-steering jamming can simultaneously support secure communication and adequate wireless power transfer, while an appropriate choice of system parameters, such as time allocation factor and jamming power, is required to balance harvested energy, communication reliability, and secrecy performance.
Nowadays, physical layer secrecy has become the new approach to enhance information security of wireless networks and have attracted the attention of lot of researchers in the world. This paper investigates the physical layer secrecy performance of radio frequency energy harvesting (RF-EH) networks over Rayleigh fading channels. The considered RF-EH system consists of multiple power transfer stations, one source and multiple destinations in the presence of multiple passive eavesdroppers. The best power transfer station and the best received signal at destination is selected among multiple power transfer stations and among multiple destinations respectively. By using statistical characteristics of the signal-to-noise ratio (SNR), the exact closed-form expressions of existence probability of secrecy capacity and secrecy outage probability are derived. Finally, simulation results confirm an agreement between our analysis and equivalent Monte-Carlo simulations.
The evolution of wireless communication has been boon to the digital transformation worldwide, that connects billions of devices and enables everything ranging from mobile broadband to the Internet of Things (IoT). The drawbacks due to use of radio frequency (RF) include: the scarcity of spectral resources, inherent security vulnerabilities, and the physical limits of classical information theory. These shortcomings are overcome by the novel and revolutionary field of quantum information science.