Abstract:
High-power radiations from active antenna arrays may result in strong reflected power to cause RF device breakdown by the strong interelement mutual coupling. An excitati...Show MoreMetadata
Abstract:
High-power radiations from active antenna arrays may result in strong reflected power to cause RF device breakdown by the strong interelement mutual coupling. An excitation weighting synthesis of antenna arrays incorporating the constraint of active reflection/transmission coefficients between antenna elements is presented to optimize the radiation. It may enhance interelement isolation, reducing the effort of using sophisticated hardware-based structures that have difficulty in broad-angle beam steering. In the synthesis, the cost functions incorporate the difference between the optimized and the predefined excitation weightings of radiation patterns with limited reflected power or active reflection coefficients as a constraint. This article first introduces the basic concept to show the operational mechanisms. Practical definitions of cost functions are described to synthesize the radiation pattern considering the mutual coupling effects. The case without setting an initial desired radiation pattern is also examined for comparison. Numerical full-wave simulations are presented to validate the synthesis concepts by examining the characteristics of gain, sidelobe level (SLL), and port reflection coefficients.
Published in: IEEE Transactions on Antennas and Propagation ( Volume: 70, Issue: 12, December 2022)
Funding Agency:

Graduate Institute of Communication Engineering, National Taiwan University, Taipei, Taiwan
Hsi-Tseng Chou (Fellow, IEEE) received the B.S. degree in electrical engineering from National Taiwan University, Taipei, Taiwan, in 1988, and the M.S. and Ph.D. degrees in electrical engineering from The Ohio State University (OSU), Columbus, OH, USA, in 1993 and 1996, respectively.
He is currently appointed as a Distinguished Professor with the Graduate Institute of Communication Engineering and Department of Electrical ...Show More
Hsi-Tseng Chou (Fellow, IEEE) received the B.S. degree in electrical engineering from National Taiwan University, Taipei, Taiwan, in 1988, and the M.S. and Ph.D. degrees in electrical engineering from The Ohio State University (OSU), Columbus, OH, USA, in 1993 and 1996, respectively.
He is currently appointed as a Distinguished Professor with the Graduate Institute of Communication Engineering and Department of Electrical ...View more

Graduate Institute of Communication Engineering, National Taiwan University, Taipei, Taiwan
Rui-Zhe Wu received the B.S. degree in electrical engineering from National Taiwan University, Taipei, Taiwan, in 2021, where he is currently pursuing the master’s degree under the supervision of professor Hsi-Tseng Chou.
His current research interests include antenna theory about antenna-in-package, lens antenna, phased array, and its beamforming optimization skills.
Rui-Zhe Wu received the B.S. degree in electrical engineering from National Taiwan University, Taipei, Taiwan, in 2021, where he is currently pursuing the master’s degree under the supervision of professor Hsi-Tseng Chou.
His current research interests include antenna theory about antenna-in-package, lens antenna, phased array, and its beamforming optimization skills.View more

Faculty of Arts, Science and Technology, Wrexham Glyndwr University, Wrexham, U.K.
Mobayode O. Akinsolu (Senior Member, IEEE) received the M.Sc. degree (Hons.) in electrical and electronic engineering from the University of Bradford, Bradford, U.K., in 2014, after his undergraduate studies and compulsory national service in Nigeria.
He then worked as a Research Fellow (Industrial Attaché) and a Visiting Researcher at the National Space Research and Development Agency, Abuja, Nigeria, and the RFID Researc...Show More
Mobayode O. Akinsolu (Senior Member, IEEE) received the M.Sc. degree (Hons.) in electrical and electronic engineering from the University of Bradford, Bradford, U.K., in 2014, after his undergraduate studies and compulsory national service in Nigeria.
He then worked as a Research Fellow (Industrial Attaché) and a Visiting Researcher at the National Space Research and Development Agency, Abuja, Nigeria, and the RFID Researc...View more

School of Engineering, University of Glasgow, Glasgow, Scotland
Yushi Liu received the B.Eng. degree in electronic information engineering from the University of Electronic Science and Technology of China, Chengdu, China, in 2017, the B.Eng. (Hons.) degree in electronics and electrical engineering from the University of Glasgow, Glasgow, U.K., in 2017, and the M.Sc. degree in electrical engineering from Tufts University, Medford, MA, USA, in 2019. He is currently pursuing the Ph.D. de...Show More
Yushi Liu received the B.Eng. degree in electronic information engineering from the University of Electronic Science and Technology of China, Chengdu, China, in 2017, the B.Eng. (Hons.) degree in electronics and electrical engineering from the University of Glasgow, Glasgow, U.K., in 2017, and the M.Sc. degree in electrical engineering from Tufts University, Medford, MA, USA, in 2019. He is currently pursuing the Ph.D. de...View more

School of Engineering, University of Glasgow, Glasgow, Scotland
Bo Liu (Senior Member, IEEE) received the B.Eng. degree from Tsinghua University, Beijing, P. R. China, in 2008, and the Ph.D. degree from the University of Leuven (KU Leuven), Leuven, Belgium, in 2012.
From 2012 to 2013, he was a Humboldt Research Fellow and was working with the Technical University of Dortmund, Dortmund, Germany. In 2013, he was appointed Lecturer at Wrexham Glyndwr University, Wrexham, U.K., where he wa...Show More
Bo Liu (Senior Member, IEEE) received the B.Eng. degree from Tsinghua University, Beijing, P. R. China, in 2008, and the Ph.D. degree from the University of Leuven (KU Leuven), Leuven, Belgium, in 2012.
From 2012 to 2013, he was a Humboldt Research Fellow and was working with the Technical University of Dortmund, Dortmund, Germany. In 2013, he was appointed Lecturer at Wrexham Glyndwr University, Wrexham, U.K., where he wa...View more

Graduate Institute of Communication Engineering, National Taiwan University, Taipei, Taiwan
Hsi-Tseng Chou (Fellow, IEEE) received the B.S. degree in electrical engineering from National Taiwan University, Taipei, Taiwan, in 1988, and the M.S. and Ph.D. degrees in electrical engineering from The Ohio State University (OSU), Columbus, OH, USA, in 1993 and 1996, respectively.
He is currently appointed as a Distinguished Professor with the Graduate Institute of Communication Engineering and Department of Electrical Engineering, National Taiwan University. He joined ElectroScience Laboratory (ESL), OSU as a Graduate Research Associate during 1991 and 1996, and as a Post-Doctoral Researcher during 1996 and 1998. He has published more than 570 journal and conference papers and holds 50 patents. His research interests include wireless communication networks, antenna design, antenna measurement, electromagnetic scattering, asymptotic high-frequency techniques, such as the uniform geometrical theory of diffraction (UTD), novel Gaussian beam techniques, and UTD type solution for periodic structures.
Dr. Chou elected as a member of URSI International Radio Science U.S. commission B and has received many awards to recognize his distinguished contributions to technological developments. Some important ones include a distinguished contribution award in promoting interacademic and industrial cooperation from the Ministry of Education, a distinguished engineering professor award from the Chinese Institute of Engineers, a distinguished electrical engineering professor award from the Chinese Institute of Electrical Engineering, and the University’s Industrial Economics Contribution Award (2008), National Industrial Innovation Awards—Key Technology Elite Award (2011), and Industrial-Academia Collaboration Award (2017) all from Ministry of Economics. His work in active antenna calibration was awarded by the Ministry of Science and Technology, Taiwan, as the “Future Technology Award” in 2020. He received a distinguished research award from the Ministry of Science and Technology in 2022. He was elected in 2004 as one of the nation’s ten outstanding young persons by Junior Chamber International, in 2005 a National Young Person Medal from China Youth Corps of Taiwan, and as one of the top ten rising stars in Taiwan by the Central News Agency of Taiwan. He also received outstanding branch counselor awards from IEEE including IEEE headquarter, R-10, and Taipei Section, respectively. He received the IEEE technical field undergraduate teaching award in 2014. He received the Achievement Medal in communication engineering from IET in 2021. He has served as the Chair of the IEEE AP-S Taipei Chapter and received the best chapter award in 2012 and served as the Chair of the EMC-S Taipei chapter in 2019–2021.
Hsi-Tseng Chou (Fellow, IEEE) received the B.S. degree in electrical engineering from National Taiwan University, Taipei, Taiwan, in 1988, and the M.S. and Ph.D. degrees in electrical engineering from The Ohio State University (OSU), Columbus, OH, USA, in 1993 and 1996, respectively.
He is currently appointed as a Distinguished Professor with the Graduate Institute of Communication Engineering and Department of Electrical Engineering, National Taiwan University. He joined ElectroScience Laboratory (ESL), OSU as a Graduate Research Associate during 1991 and 1996, and as a Post-Doctoral Researcher during 1996 and 1998. He has published more than 570 journal and conference papers and holds 50 patents. His research interests include wireless communication networks, antenna design, antenna measurement, electromagnetic scattering, asymptotic high-frequency techniques, such as the uniform geometrical theory of diffraction (UTD), novel Gaussian beam techniques, and UTD type solution for periodic structures.
Dr. Chou elected as a member of URSI International Radio Science U.S. commission B and has received many awards to recognize his distinguished contributions to technological developments. Some important ones include a distinguished contribution award in promoting interacademic and industrial cooperation from the Ministry of Education, a distinguished engineering professor award from the Chinese Institute of Engineers, a distinguished electrical engineering professor award from the Chinese Institute of Electrical Engineering, and the University’s Industrial Economics Contribution Award (2008), National Industrial Innovation Awards—Key Technology Elite Award (2011), and Industrial-Academia Collaboration Award (2017) all from Ministry of Economics. His work in active antenna calibration was awarded by the Ministry of Science and Technology, Taiwan, as the “Future Technology Award” in 2020. He received a distinguished research award from the Ministry of Science and Technology in 2022. He was elected in 2004 as one of the nation’s ten outstanding young persons by Junior Chamber International, in 2005 a National Young Person Medal from China Youth Corps of Taiwan, and as one of the top ten rising stars in Taiwan by the Central News Agency of Taiwan. He also received outstanding branch counselor awards from IEEE including IEEE headquarter, R-10, and Taipei Section, respectively. He received the IEEE technical field undergraduate teaching award in 2014. He received the Achievement Medal in communication engineering from IET in 2021. He has served as the Chair of the IEEE AP-S Taipei Chapter and received the best chapter award in 2012 and served as the Chair of the EMC-S Taipei chapter in 2019–2021.View more

Graduate Institute of Communication Engineering, National Taiwan University, Taipei, Taiwan
Rui-Zhe Wu received the B.S. degree in electrical engineering from National Taiwan University, Taipei, Taiwan, in 2021, where he is currently pursuing the master’s degree under the supervision of professor Hsi-Tseng Chou.
His current research interests include antenna theory about antenna-in-package, lens antenna, phased array, and its beamforming optimization skills.
Rui-Zhe Wu received the B.S. degree in electrical engineering from National Taiwan University, Taipei, Taiwan, in 2021, where he is currently pursuing the master’s degree under the supervision of professor Hsi-Tseng Chou.
His current research interests include antenna theory about antenna-in-package, lens antenna, phased array, and its beamforming optimization skills.View more

Faculty of Arts, Science and Technology, Wrexham Glyndwr University, Wrexham, U.K.
Mobayode O. Akinsolu (Senior Member, IEEE) received the M.Sc. degree (Hons.) in electrical and electronic engineering from the University of Bradford, Bradford, U.K., in 2014, after his undergraduate studies and compulsory national service in Nigeria.
He then worked as a Research Fellow (Industrial Attaché) and a Visiting Researcher at the National Space Research and Development Agency, Abuja, Nigeria, and the RFID Research Centre, African University of Science and Technology, Galadima, Nigeria, respectively, until 2016. From 2016 to 2019, he was a Ph.D. scholarship awardee in recognition of a joint project between Wrexham Glyndwr University, Wrexham, U.K., and the University of Birmingham, Birmingham, U.K. His Ph.D. research focused on electromagnetic design automation using surrogate model-assisted evolutionary algorithms and he received a commendation from the University of Chester, U.K., for the publications record (more than 20 publications) relating to his Ph.D. work. He is currently a Senior Lecturer (Associate Professor) of electronic and communication engineering at Wrexham Glyndwr University. He is a Chartered Engineer (CEng) with the Engineering Council.
Mr. Akinsolu is a Fellow of the Higher Education Academy (FHEA), a member of the IET (MIET), and a registered Electrical Engineer with the COREN.
Mobayode O. Akinsolu (Senior Member, IEEE) received the M.Sc. degree (Hons.) in electrical and electronic engineering from the University of Bradford, Bradford, U.K., in 2014, after his undergraduate studies and compulsory national service in Nigeria.
He then worked as a Research Fellow (Industrial Attaché) and a Visiting Researcher at the National Space Research and Development Agency, Abuja, Nigeria, and the RFID Research Centre, African University of Science and Technology, Galadima, Nigeria, respectively, until 2016. From 2016 to 2019, he was a Ph.D. scholarship awardee in recognition of a joint project between Wrexham Glyndwr University, Wrexham, U.K., and the University of Birmingham, Birmingham, U.K. His Ph.D. research focused on electromagnetic design automation using surrogate model-assisted evolutionary algorithms and he received a commendation from the University of Chester, U.K., for the publications record (more than 20 publications) relating to his Ph.D. work. He is currently a Senior Lecturer (Associate Professor) of electronic and communication engineering at Wrexham Glyndwr University. He is a Chartered Engineer (CEng) with the Engineering Council.
Mr. Akinsolu is a Fellow of the Higher Education Academy (FHEA), a member of the IET (MIET), and a registered Electrical Engineer with the COREN.View more

School of Engineering, University of Glasgow, Glasgow, Scotland
Yushi Liu received the B.Eng. degree in electronic information engineering from the University of Electronic Science and Technology of China, Chengdu, China, in 2017, the B.Eng. (Hons.) degree in electronics and electrical engineering from the University of Glasgow, Glasgow, U.K., in 2017, and the M.Sc. degree in electrical engineering from Tufts University, Medford, MA, USA, in 2019. He is currently pursuing the Ph.D. degree with the artificial intelligence (AI)-Driven Design Lab, University of Glasgow, Glasgow, U.K., under the supervision of Dr. Bo Liu.
From 2019 to 2020, he was appointed as a Research and Development Engineer at the Institute of Deep-sea Science and Engineering, the Chinese Academy of Sciences, Beijing, China. His research interests include machine learning, engineering optimization, and AI-driven engineering design.
Yushi Liu received the B.Eng. degree in electronic information engineering from the University of Electronic Science and Technology of China, Chengdu, China, in 2017, the B.Eng. (Hons.) degree in electronics and electrical engineering from the University of Glasgow, Glasgow, U.K., in 2017, and the M.Sc. degree in electrical engineering from Tufts University, Medford, MA, USA, in 2019. He is currently pursuing the Ph.D. degree with the artificial intelligence (AI)-Driven Design Lab, University of Glasgow, Glasgow, U.K., under the supervision of Dr. Bo Liu.
From 2019 to 2020, he was appointed as a Research and Development Engineer at the Institute of Deep-sea Science and Engineering, the Chinese Academy of Sciences, Beijing, China. His research interests include machine learning, engineering optimization, and AI-driven engineering design.View more

School of Engineering, University of Glasgow, Glasgow, Scotland
Bo Liu (Senior Member, IEEE) received the B.Eng. degree from Tsinghua University, Beijing, P. R. China, in 2008, and the Ph.D. degree from the University of Leuven (KU Leuven), Leuven, Belgium, in 2012.
From 2012 to 2013, he was a Humboldt Research Fellow and was working with the Technical University of Dortmund, Dortmund, Germany. In 2013, he was appointed Lecturer at Wrexham Glyndwr University, Wrexham, U.K., where he was promoted to Reader in 2016. At present, he is a Reader at the University of Glasgow, Glasgow, U.K. He is also a senior honorary fellow at the University of Birmingham, Birmingham, U.K. He has authored or coauthored one book and more than 80 articles in renowned international journals, edited books, and conference proceedings. His research interests lie in artificial intelligence (AI)-driven design methodologies of analog/RF integrated circuits, microwave devices, MEMS, evolutionary computation, and machine learning. In terms of AI-driven antenna design, he is the inventor of the SADEA algorithm series.
Bo Liu (Senior Member, IEEE) received the B.Eng. degree from Tsinghua University, Beijing, P. R. China, in 2008, and the Ph.D. degree from the University of Leuven (KU Leuven), Leuven, Belgium, in 2012.
From 2012 to 2013, he was a Humboldt Research Fellow and was working with the Technical University of Dortmund, Dortmund, Germany. In 2013, he was appointed Lecturer at Wrexham Glyndwr University, Wrexham, U.K., where he was promoted to Reader in 2016. At present, he is a Reader at the University of Glasgow, Glasgow, U.K. He is also a senior honorary fellow at the University of Birmingham, Birmingham, U.K. He has authored or coauthored one book and more than 80 articles in renowned international journals, edited books, and conference proceedings. His research interests lie in artificial intelligence (AI)-driven design methodologies of analog/RF integrated circuits, microwave devices, MEMS, evolutionary computation, and machine learning. In terms of AI-driven antenna design, he is the inventor of the SADEA algorithm series.View more