Pub Date : 2022-10-20DOI: 10.1109/ATC55345.2022.9943036
H. Yen, Van‐Phuc Hoang, Nguyen Huu Son, Quang Kien Trinh, X. Tran, K. Ishibashi, G. Sun
Owing to the Covid-19 epidemic, medical radar has become a potential non-contact method in patient monitoring. However, this radar type is sensitive to external interference. The output signal obtained by the radar when a patient makes random body movements can significantly reduce the accuracy of vital sign detection algorithms. In addition, algorithms should be developed for actual application. In this study, we present an improved model of the 24-GHz radar signal quality classification system and a technique to enhance the resolution of respiration rate (RR) and heart rate (HR) for short time interval signals. Moreover, a complete system including signal quality assessment and vital signs extraction is implemented in real time on the Lab-VIEW software. The signal quality classification was evaluated on the measured signals of 10 healthy subjects. Accordingly, the obtained results indicate that with specific features, the accuracy of signal quality classification reaches 89.8%-100% while real-time RR and HR extraction results demonstrate significant agreement between radar measurement and the contact-type sensor.
{"title":"Real-Time Medical Radar-based Vital Sign Monitoring System Implemented with Signal Quality Classification Algorithm","authors":"H. Yen, Van‐Phuc Hoang, Nguyen Huu Son, Quang Kien Trinh, X. Tran, K. Ishibashi, G. Sun","doi":"10.1109/ATC55345.2022.9943036","DOIUrl":"https://doi.org/10.1109/ATC55345.2022.9943036","url":null,"abstract":"Owing to the Covid-19 epidemic, medical radar has become a potential non-contact method in patient monitoring. However, this radar type is sensitive to external interference. The output signal obtained by the radar when a patient makes random body movements can significantly reduce the accuracy of vital sign detection algorithms. In addition, algorithms should be developed for actual application. In this study, we present an improved model of the 24-GHz radar signal quality classification system and a technique to enhance the resolution of respiration rate (RR) and heart rate (HR) for short time interval signals. Moreover, a complete system including signal quality assessment and vital signs extraction is implemented in real time on the Lab-VIEW software. The signal quality classification was evaluated on the measured signals of 10 healthy subjects. Accordingly, the obtained results indicate that with specific features, the accuracy of signal quality classification reaches 89.8%-100% while real-time RR and HR extraction results demonstrate significant agreement between radar measurement and the contact-type sensor.","PeriodicalId":135827,"journal":{"name":"2022 International Conference on Advanced Technologies for Communications (ATC)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-10-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122904337","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-10-20DOI: 10.1109/ATC55345.2022.9942962
Cong Phuc Nguyen, V. Nguyen, Duc Dung Tran, A. Nguyen, N. P. Dao, D. Tran, Joo-Ho Lee, Anh Quang Nguyen
For vehicle management systems, vehicle detection, tracking, and recognition which provides statistical information on the number of vehicles and their characters are essential task, however, not only the vehicles themselves but also its characteristic such as types, and colors,.. is important for management. Besides, not only fixed traffic cameras, autonomous UAVs with cameras also can bring more flexibility and extend the management areas from an aerial view. In this paper, we propose and implement a real-time multi-task deep-learning for four-wheel vehicle detection, classification, and tracking system on UAVs. A dataset for detection and multi-task classification including multiple colors and types is built. To archive real-time the operation, we used the ByteTrack algorithm with YOLOv5, which is more efficient for mobile and embedded vision applications. Experimental results achieved high accuracy, more than 90% in multi-task classifying, and 56.21 HOTA tracking evaluation metrics on our created test set. The processing time is fast enough for real-time operation, 14 FPS for the detector, and 64 FPS for classification based on an embedded computer, Jetson Nano.
{"title":"Multi-task Deep-Learning Vehicle Detection and Tracking based on Aerial Views from UAV","authors":"Cong Phuc Nguyen, V. Nguyen, Duc Dung Tran, A. Nguyen, N. P. Dao, D. Tran, Joo-Ho Lee, Anh Quang Nguyen","doi":"10.1109/ATC55345.2022.9942962","DOIUrl":"https://doi.org/10.1109/ATC55345.2022.9942962","url":null,"abstract":"For vehicle management systems, vehicle detection, tracking, and recognition which provides statistical information on the number of vehicles and their characters are essential task, however, not only the vehicles themselves but also its characteristic such as types, and colors,.. is important for management. Besides, not only fixed traffic cameras, autonomous UAVs with cameras also can bring more flexibility and extend the management areas from an aerial view. In this paper, we propose and implement a real-time multi-task deep-learning for four-wheel vehicle detection, classification, and tracking system on UAVs. A dataset for detection and multi-task classification including multiple colors and types is built. To archive real-time the operation, we used the ByteTrack algorithm with YOLOv5, which is more efficient for mobile and embedded vision applications. Experimental results achieved high accuracy, more than 90% in multi-task classifying, and 56.21 HOTA tracking evaluation metrics on our created test set. The processing time is fast enough for real-time operation, 14 FPS for the detector, and 64 FPS for classification based on an embedded computer, Jetson Nano.","PeriodicalId":135827,"journal":{"name":"2022 International Conference on Advanced Technologies for Communications (ATC)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-10-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121381116","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-10-20DOI: 10.1109/ATC55345.2022.9943051
Inna Valieva, I. Voitenko, M. Björkman, J. Åkerberg, Mikael Ekström
This paper is focused on the blind symbol rate estimation for the digital FSK modulated signals, based on the classification between three symbol rate classes: 10, 100, and 1000 KSymbol/second using the scalogram images obtained from continuous wavelet transform with Morse wavelet. Pretrained deep learning AlexNet has been transfer learned to classify between symbol rate classes. Training, testing, and validation data sets have been composed of the artificial data generated using Bernoulli binary random signal generator modulated into FSK signal corrupted by additive white Gaussian noise (AWGN) noise with SNR ranging from 1 to 30 dB. Training and validation data sets have been augmented to obtain twice more extensive data set i.e 1800 scalogram images, compared to the original size of 900 samples. The average classification accuracy during validation has reached 99.7 % and during testing 100 % and 96.3 % for the data sets with SNR 25–30 dB and 20–25 dB respectively. The proposed algorithm has been compared with cyclostationary and has shown improved classification accuracy, especially in conditions of low SNR.
{"title":"Blind Symbol Rate Estimation Using Wavelet Transform and Deep Learning for FSK Modulated Signals","authors":"Inna Valieva, I. Voitenko, M. Björkman, J. Åkerberg, Mikael Ekström","doi":"10.1109/ATC55345.2022.9943051","DOIUrl":"https://doi.org/10.1109/ATC55345.2022.9943051","url":null,"abstract":"This paper is focused on the blind symbol rate estimation for the digital FSK modulated signals, based on the classification between three symbol rate classes: 10, 100, and 1000 KSymbol/second using the scalogram images obtained from continuous wavelet transform with Morse wavelet. Pretrained deep learning AlexNet has been transfer learned to classify between symbol rate classes. Training, testing, and validation data sets have been composed of the artificial data generated using Bernoulli binary random signal generator modulated into FSK signal corrupted by additive white Gaussian noise (AWGN) noise with SNR ranging from 1 to 30 dB. Training and validation data sets have been augmented to obtain twice more extensive data set i.e 1800 scalogram images, compared to the original size of 900 samples. The average classification accuracy during validation has reached 99.7 % and during testing 100 % and 96.3 % for the data sets with SNR 25–30 dB and 20–25 dB respectively. The proposed algorithm has been compared with cyclostationary and has shown improved classification accuracy, especially in conditions of low SNR.","PeriodicalId":135827,"journal":{"name":"2022 International Conference on Advanced Technologies for Communications (ATC)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-10-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126998204","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-10-20DOI: 10.1109/ATC55345.2022.9943050
Thanh Trung Nguyen, V. T. Hoang, T. T. Huyen Le, X. Tran
In this paper, we investigate the secrecy performance of an unmanned aerial vehicle (UAV)-based full-duplex (FD) relay non-orthogonal multiple access (NOMA) system over the Nakagami-m fading channel. A mobile UAV acts as an aerial relay station (ARS) to assist transmission from a source (S) to two users (D1, D2), in the presence of a ground internal eavesdropper (E). To ensure secure communication at users, we propose to insert an artificial noise (AN) component into the transmit signal at the full-duplex ARS (FD-ARS) with power allocated using the NOMA protocol. We analyze the secrecy outage performance of the system and the users and obtain the approximate secrecy outage probability (SOP) in various propagation environments, i.e., the dense urban, urban and suburban environments. It is demonstrated that using AN allows the users to achieve the secrecy over the signal-to-noise ratio. Also, the system achieves the best secrecy performance when the FD-ARS is closer to the further user while losing the secrecy when closer to the source. The FD-ARS system is shown to achieve better secrecy performance than the respective half-duplex (HD) ARS system.
{"title":"Physical Layer Security for UAV-Based Full-Duplex Relay NOMA System","authors":"Thanh Trung Nguyen, V. T. Hoang, T. T. Huyen Le, X. Tran","doi":"10.1109/ATC55345.2022.9943050","DOIUrl":"https://doi.org/10.1109/ATC55345.2022.9943050","url":null,"abstract":"In this paper, we investigate the secrecy performance of an unmanned aerial vehicle (UAV)-based full-duplex (FD) relay non-orthogonal multiple access (NOMA) system over the Nakagami-m fading channel. A mobile UAV acts as an aerial relay station (ARS) to assist transmission from a source (S) to two users (D1, D2), in the presence of a ground internal eavesdropper (E). To ensure secure communication at users, we propose to insert an artificial noise (AN) component into the transmit signal at the full-duplex ARS (FD-ARS) with power allocated using the NOMA protocol. We analyze the secrecy outage performance of the system and the users and obtain the approximate secrecy outage probability (SOP) in various propagation environments, i.e., the dense urban, urban and suburban environments. It is demonstrated that using AN allows the users to achieve the secrecy over the signal-to-noise ratio. Also, the system achieves the best secrecy performance when the FD-ARS is closer to the further user while losing the secrecy when closer to the source. The FD-ARS system is shown to achieve better secrecy performance than the respective half-duplex (HD) ARS system.","PeriodicalId":135827,"journal":{"name":"2022 International Conference on Advanced Technologies for Communications (ATC)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-10-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132455381","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-10-20DOI: 10.1109/ATC55345.2022.9943015
Duc A. Hoang, T. Nguyen, T. L. Nhat, Hieu T. Nguyen
To achieve higher bandwidth efficiency in wireless communication systems where the available frequency band is strictly limited, high-order modulation schemes are widely chosen as a promising solution to meet the band-efficiency requirement. This paper proposes two low-complexity signal detection architectures using superposition mapping and decomposition techniques at the modulator. The first signal detection, a so-called one-step detector, enjoys the low complexity level of the Tanner-graph-based detection algorithm, which is in the second order of the product of the modulation order and the number of transmit antennas. To further reduce the complexity level for the detector by 50%, a two-step belief propagation detector is proposed where interference of the stronger bit index is partially canceled when recovering the weaker bit index. As a result, the novel proposed two-step detector performs nearly as well as the one-step detection architecture when a massive number of antennas are employed at the receiver side while offering complexity reduction. This attribute of the proposed two-step large-scale multiple-input multiple-output (LS-MIMO) detector is significantly critical for 5G and beyond, where a massive/large-scale number of antennas should be employed to meet the growing demand for high-speed wireless access.
{"title":"Low-Complexity Large-Scale MIMO Detector with 16-Ary QAM Superposition Constellations","authors":"Duc A. Hoang, T. Nguyen, T. L. Nhat, Hieu T. Nguyen","doi":"10.1109/ATC55345.2022.9943015","DOIUrl":"https://doi.org/10.1109/ATC55345.2022.9943015","url":null,"abstract":"To achieve higher bandwidth efficiency in wireless communication systems where the available frequency band is strictly limited, high-order modulation schemes are widely chosen as a promising solution to meet the band-efficiency requirement. This paper proposes two low-complexity signal detection architectures using superposition mapping and decomposition techniques at the modulator. The first signal detection, a so-called one-step detector, enjoys the low complexity level of the Tanner-graph-based detection algorithm, which is in the second order of the product of the modulation order and the number of transmit antennas. To further reduce the complexity level for the detector by 50%, a two-step belief propagation detector is proposed where interference of the stronger bit index is partially canceled when recovering the weaker bit index. As a result, the novel proposed two-step detector performs nearly as well as the one-step detection architecture when a massive number of antennas are employed at the receiver side while offering complexity reduction. This attribute of the proposed two-step large-scale multiple-input multiple-output (LS-MIMO) detector is significantly critical for 5G and beyond, where a massive/large-scale number of antennas should be employed to meet the growing demand for high-speed wireless access.","PeriodicalId":135827,"journal":{"name":"2022 International Conference on Advanced Technologies for Communications (ATC)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-10-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115392062","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-10-20DOI: 10.1109/ATC55345.2022.9943008
V. B. Nguyen, Van-An Vo, Thi Thuy Nga Le, Van Son Nguyen
Electrical energy monitoring and management is an integrated system that includes planning, supporting operations, as well as evaluating power efficiency at manufacturing plants. Monitoring electrical energy usage is the key to saving energy and improving its safety. From there, it is possible to control and reduce energy consumption such as reducing costs, reducing carbon emissions, and reducing risks. Research in this paper applies a wireless data transmission platform combined with an embedded microcontroller system to build a real-time data collection system to monitor and manage power usage and production data. A complete model with standard features is introduced to realize the technology.
{"title":"Build Full Model for Production Data Monitoring and Managing using IoT Technology","authors":"V. B. Nguyen, Van-An Vo, Thi Thuy Nga Le, Van Son Nguyen","doi":"10.1109/ATC55345.2022.9943008","DOIUrl":"https://doi.org/10.1109/ATC55345.2022.9943008","url":null,"abstract":"Electrical energy monitoring and management is an integrated system that includes planning, supporting operations, as well as evaluating power efficiency at manufacturing plants. Monitoring electrical energy usage is the key to saving energy and improving its safety. From there, it is possible to control and reduce energy consumption such as reducing costs, reducing carbon emissions, and reducing risks. Research in this paper applies a wireless data transmission platform combined with an embedded microcontroller system to build a real-time data collection system to monitor and manage power usage and production data. A complete model with standard features is introduced to realize the technology.","PeriodicalId":135827,"journal":{"name":"2022 International Conference on Advanced Technologies for Communications (ATC)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-10-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125716521","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-10-20DOI: 10.1109/ATC55345.2022.9943025
T. T. T. Nguyen, Nguyen Viet Ha, H. Ochi
This paper describes an industrial wireless LAN system that includes the media access control and physical layer. The proposed system can support both synchronous and asynchronous communication which are mostly known as EtherCAT and RS-232C, respectively. The experimental results on hardware boards show the spectrum of our proposed system corresponding with the parameters set. In addition, the communication error rate of the proposed system is also considered in this paper. By formulating the communication error rate, we can quantitatively evaluate the communication performance and reduce the verification time. In the simulation result, we evaluate that the communication quality required for an industrial system is satisfied.
{"title":"Design of a Reliable Low Latency Industrial Wireless LAN System","authors":"T. T. T. Nguyen, Nguyen Viet Ha, H. Ochi","doi":"10.1109/ATC55345.2022.9943025","DOIUrl":"https://doi.org/10.1109/ATC55345.2022.9943025","url":null,"abstract":"This paper describes an industrial wireless LAN system that includes the media access control and physical layer. The proposed system can support both synchronous and asynchronous communication which are mostly known as EtherCAT and RS-232C, respectively. The experimental results on hardware boards show the spectrum of our proposed system corresponding with the parameters set. In addition, the communication error rate of the proposed system is also considered in this paper. By formulating the communication error rate, we can quantitatively evaluate the communication performance and reduce the verification time. In the simulation result, we evaluate that the communication quality required for an industrial system is satisfied.","PeriodicalId":135827,"journal":{"name":"2022 International Conference on Advanced Technologies for Communications (ATC)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-10-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125864566","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-10-20DOI: 10.1109/atc55345.2022.9943017
Z. Shen
Recent years have witnessed the growing demand for more wireless connectivity and services. This has posed a big challenge for antenna engineers, which is to design wide-band or multiband antennas with very small footprint. The paradox of achieving wide-band operation while retaining a compact antenna size appears difficult to resolve. This talk takes a careful look at this contradicting challenge and proposes several strategies to address the difficulty. First, we review the fundamental concepts for achieving antenna's wide-band operation. We then introduce techniques for effectively miniaturizing an antenna's size while maintaining its wide-band operation. After that, a number of practical examples are presented to demonstrate the design of compact and yet wide-band antennas.
{"title":"Design of Compact and Wide-Band Antennas","authors":"Z. Shen","doi":"10.1109/atc55345.2022.9943017","DOIUrl":"https://doi.org/10.1109/atc55345.2022.9943017","url":null,"abstract":"Recent years have witnessed the growing demand for more wireless connectivity and services. This has posed a big challenge for antenna engineers, which is to design wide-band or multiband antennas with very small footprint. The paradox of achieving wide-band operation while retaining a compact antenna size appears difficult to resolve. This talk takes a careful look at this contradicting challenge and proposes several strategies to address the difficulty. First, we review the fundamental concepts for achieving antenna's wide-band operation. We then introduce techniques for effectively miniaturizing an antenna's size while maintaining its wide-band operation. After that, a number of practical examples are presented to demonstrate the design of compact and yet wide-band antennas.","PeriodicalId":135827,"journal":{"name":"2022 International Conference on Advanced Technologies for Communications (ATC)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-10-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126539758","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-10-20DOI: 10.1109/ATC55345.2022.9943044
Nguyen Trong Huan, Tran Trung Duy, L. Tu, N. Q. Sang, Quang Hien Ta, P. Tuan
This paper concerns with performance evaluation of cooperative transmission aided multi-hop relaying scheme operating on radio-frequency energy harvesting environment, where all transmitters have to harvest wireless energy supported by a power beacon deployed in the considered network. In the proposed scheme, a source uses Fountain code to send its data to a destination via a multi-hop relaying approach. To enhance reliability of the transmission of Fountain packets at each hop, incremental cooperative communication using partial relay selection is employed. We evaluate end-to-end outage probability of our scheme over Rayleigh fading channels, and then verify the derived expression by MATLAB simulations. The results present that the proposed scheme can obtain better performance, as compared with the conventional multi-hop relaying protocol without using cooperative communication.
{"title":"Incremental Cooperation Based Multi-hop Relaying Scheme With Fountain Codes, Wirelessly Energy Harvesting and Partial Relay Selection","authors":"Nguyen Trong Huan, Tran Trung Duy, L. Tu, N. Q. Sang, Quang Hien Ta, P. Tuan","doi":"10.1109/ATC55345.2022.9943044","DOIUrl":"https://doi.org/10.1109/ATC55345.2022.9943044","url":null,"abstract":"This paper concerns with performance evaluation of cooperative transmission aided multi-hop relaying scheme operating on radio-frequency energy harvesting environment, where all transmitters have to harvest wireless energy supported by a power beacon deployed in the considered network. In the proposed scheme, a source uses Fountain code to send its data to a destination via a multi-hop relaying approach. To enhance reliability of the transmission of Fountain packets at each hop, incremental cooperative communication using partial relay selection is employed. We evaluate end-to-end outage probability of our scheme over Rayleigh fading channels, and then verify the derived expression by MATLAB simulations. The results present that the proposed scheme can obtain better performance, as compared with the conventional multi-hop relaying protocol without using cooperative communication.","PeriodicalId":135827,"journal":{"name":"2022 International Conference on Advanced Technologies for Communications (ATC)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-10-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123521773","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-10-20DOI: 10.1109/ATC55345.2022.9943035
S. Q. Nguyen, Thai-Hoc Vu, Sunghwan Kim
This paper investigates the impact of hardware transceiver impairment and imperfect interference cancellation on two-way full-duplex communication-based reconfigurable intelligent surface (RIS) systems. To apprehend the operating performance of RIS systems, closed-form and asymptotic expressions for the outage probability (OP) are derived. Accordingly, some useful technical insights regarding system operation and the user's diversity order are also revealed. Monte-Carlo simulations are presented to validate the theoretical analysis.
{"title":"Residual Transceiver Hardware Impairment and Imperfect Interference Cancellation With Two Way-enabled RIS Systems","authors":"S. Q. Nguyen, Thai-Hoc Vu, Sunghwan Kim","doi":"10.1109/ATC55345.2022.9943035","DOIUrl":"https://doi.org/10.1109/ATC55345.2022.9943035","url":null,"abstract":"This paper investigates the impact of hardware transceiver impairment and imperfect interference cancellation on two-way full-duplex communication-based reconfigurable intelligent surface (RIS) systems. To apprehend the operating performance of RIS systems, closed-form and asymptotic expressions for the outage probability (OP) are derived. Accordingly, some useful technical insights regarding system operation and the user's diversity order are also revealed. Monte-Carlo simulations are presented to validate the theoretical analysis.","PeriodicalId":135827,"journal":{"name":"2022 International Conference on Advanced Technologies for Communications (ATC)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-10-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133175699","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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