Abstract:
Cognitive radio and energy harvesting techniques have provided significant benefits in terms of spectrum reuse and lifetime prolongation for conventional wireless network...Show MoreMetadata
Abstract:
Cognitive radio and energy harvesting techniques have provided significant benefits in terms of spectrum reuse and lifetime prolongation for conventional wireless networks. We are thus motivated to consider the energy harvesting cognitive radio networks (CRNs) consisting of multiple primary users (PUs) and secondary users (SUs). We introduce two cooperation modes: the energy cooperation mode and joint cooperation mode. In the energy cooperation mode, there only exists energy cooperation between PUs and SUs, i.e., the SU transmits its own packets by using the energy harvested from primary signals. In the joint cooperation mode, the SU relays primary packets by using the energy harvested from primary signals. In each cooperation mode of three representational scenarios (the CRN with one pair of PUs and one pair of SUs, the CRN with two pairs of PUs and one pair of SUs, and the CRN with one pair of PUs and two pairs of SUs) and the general scenario, we exploit the optimal time allocation between PUs and SUs, and balance the tradeoff between energy harvesting and packet transmission to obtain the maximum total achievable throughput. To be specific, we first formulate the throughput maximization problems as non-linear optimization problems, and then prove them as convex problems by monotonicity analysis. Moreover, we obtain the closed-form optimal solution in the energy cooperation mode. We prove the existence of the optimal solution in the joint cooperation mode, obtain the upper and lower bounds, and provide numerical analysis for the optimal solution. Finally, we highlight the benefits of information cooperation and the impact of multi-user gain on the maximum of the total achievable throughput.
Published in: IEEE Transactions on Wireless Communications ( Volume: 19, Issue: 1, January 2020)
Funding Agency:

School of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China
Kechen Zheng received the B.E. and Ph.D. degrees from Shanghai Jiao Tong University, China, in 2013 and 2018, respectively. He is currently an Associate Professor with the School of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China. His research interests include performance evaluation in cognitive networks and social networks, and energy harvesting wireless communication networks.
Kechen Zheng received the B.E. and Ph.D. degrees from Shanghai Jiao Tong University, China, in 2013 and 2018, respectively. He is currently an Associate Professor with the School of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China. His research interests include performance evaluation in cognitive networks and social networks, and energy harvesting wireless communication networks.View more

School of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China
Xiaoying Liu received the B.E. degree from the Nanjing University of Science and Technology, Nanjing, China, in 2013, and the Ph.D. degree from Shanghai Jiao Tong University, Shanghai, China, in 2018, all in electronic engineering. She is currently an Associate Professor with the School of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China. Her research interests include network security, ...Show More
Xiaoying Liu received the B.E. degree from the Nanjing University of Science and Technology, Nanjing, China, in 2013, and the Ph.D. degree from Shanghai Jiao Tong University, Shanghai, China, in 2018, all in electronic engineering. She is currently an Associate Professor with the School of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China. Her research interests include network security, ...View more

School of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China
Yihua Zhu received the B.S. degree in mathematics from Zhejiang Normal University, Zhejiang, China, in 1982, the M.S. degree in operation research and cybernetics from Shanghai University, Shanghai, China in 1993, and the Ph.D. degree in computer science and technology from Zhejiang University, China, in 2003. He is currently a Professor with the Zhejiang University of Technology, China. He is a member of the China Comput...Show More
Yihua Zhu received the B.S. degree in mathematics from Zhejiang Normal University, Zhejiang, China, in 1982, the M.S. degree in operation research and cybernetics from Shanghai University, Shanghai, China in 1993, and the Ph.D. degree in computer science and technology from Zhejiang University, China, in 2003. He is currently a Professor with the Zhejiang University of Technology, China. He is a member of the China Comput...View more

School of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China
Kaikai Chi received the B.S. and M.S. degrees from Xidian University, Xi’an, China, in 2002 and 2005, respectively, and the Ph.D. degree from Tohoku University, Sendai, Japan, in 2009. He is currently a Professor with the School of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China. He has published more than 40 referred technical articles in proceedings and journals, like the IEEE Transac...Show More
Kaikai Chi received the B.S. and M.S. degrees from Xidian University, Xi’an, China, in 2002 and 2005, respectively, and the Ph.D. degree from Tohoku University, Sendai, Japan, in 2009. He is currently a Professor with the School of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China. He has published more than 40 referred technical articles in proceedings and journals, like the IEEE Transac...View more

Ericsson (China) Communications Company Ltd, Beijing, China
Kangqi Liu (S’14–M’19) received the B.S. and Ph.D. degrees in electronic engineering from Shanghai Jiao Tong University, Shanghai, China, in 2013 and 2018, respectively. He is currently a System Developer with the Ericsson (China) Communications Company Ltd., Beijing, China.
His research interests include LTE and NR system design, interference management in wireless networks, network information theory, transmitter and rec...Show More
Kangqi Liu (S’14–M’19) received the B.S. and Ph.D. degrees in electronic engineering from Shanghai Jiao Tong University, Shanghai, China, in 2013 and 2018, respectively. He is currently a System Developer with the Ericsson (China) Communications Company Ltd., Beijing, China.
His research interests include LTE and NR system design, interference management in wireless networks, network information theory, transmitter and rec...View more

School of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China
Kechen Zheng received the B.E. and Ph.D. degrees from Shanghai Jiao Tong University, China, in 2013 and 2018, respectively. He is currently an Associate Professor with the School of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China. His research interests include performance evaluation in cognitive networks and social networks, and energy harvesting wireless communication networks.
Kechen Zheng received the B.E. and Ph.D. degrees from Shanghai Jiao Tong University, China, in 2013 and 2018, respectively. He is currently an Associate Professor with the School of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China. His research interests include performance evaluation in cognitive networks and social networks, and energy harvesting wireless communication networks.View more

School of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China
Xiaoying Liu received the B.E. degree from the Nanjing University of Science and Technology, Nanjing, China, in 2013, and the Ph.D. degree from Shanghai Jiao Tong University, Shanghai, China, in 2018, all in electronic engineering. She is currently an Associate Professor with the School of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China. Her research interests include network security, cooperative communications, and energy harvesting wireless communication networks.
Xiaoying Liu received the B.E. degree from the Nanjing University of Science and Technology, Nanjing, China, in 2013, and the Ph.D. degree from Shanghai Jiao Tong University, Shanghai, China, in 2018, all in electronic engineering. She is currently an Associate Professor with the School of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China. Her research interests include network security, cooperative communications, and energy harvesting wireless communication networks.View more

School of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China
Yihua Zhu received the B.S. degree in mathematics from Zhejiang Normal University, Zhejiang, China, in 1982, the M.S. degree in operation research and cybernetics from Shanghai University, Shanghai, China in 1993, and the Ph.D. degree in computer science and technology from Zhejiang University, China, in 2003. He is currently a Professor with the Zhejiang University of Technology, China. He is a member of the China Computer Federation Technical Committee on the Internet of Things. His current research interests include information dissemination, stochastic modeling and analysis, and energy conservation for battery-free wireless sensor networks, wireless powered communications networks, and wireless local area networks. He has served as a technical program committee member or co-chair in the international conferences such as ICC, WCNC, and GLOBECOM. He has published more than 190 research articles including the IEEE Transactions on Wireless Communications and the IEEE Transactions on Mobile Computing.
Yihua Zhu received the B.S. degree in mathematics from Zhejiang Normal University, Zhejiang, China, in 1982, the M.S. degree in operation research and cybernetics from Shanghai University, Shanghai, China in 1993, and the Ph.D. degree in computer science and technology from Zhejiang University, China, in 2003. He is currently a Professor with the Zhejiang University of Technology, China. He is a member of the China Computer Federation Technical Committee on the Internet of Things. His current research interests include information dissemination, stochastic modeling and analysis, and energy conservation for battery-free wireless sensor networks, wireless powered communications networks, and wireless local area networks. He has served as a technical program committee member or co-chair in the international conferences such as ICC, WCNC, and GLOBECOM. He has published more than 190 research articles including the IEEE Transactions on Wireless Communications and the IEEE Transactions on Mobile Computing.View more

School of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China
Kaikai Chi received the B.S. and M.S. degrees from Xidian University, Xi’an, China, in 2002 and 2005, respectively, and the Ph.D. degree from Tohoku University, Sendai, Japan, in 2009. He is currently a Professor with the School of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China. He has published more than 40 referred technical articles in proceedings and journals, like the IEEE Transactions on Wireless Communications, the IEEE Transactions on Vehicular Technology, and the IEEE Transactions on Parallel and Distributed Systems. His current research focuses on wireless cellular network, wireless ad hoc network, and wireless sensor network. He was a recipient of the Best Paper Award at the IEEE Wireless Communications and Networking Conference in 2008.
Kaikai Chi received the B.S. and M.S. degrees from Xidian University, Xi’an, China, in 2002 and 2005, respectively, and the Ph.D. degree from Tohoku University, Sendai, Japan, in 2009. He is currently a Professor with the School of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China. He has published more than 40 referred technical articles in proceedings and journals, like the IEEE Transactions on Wireless Communications, the IEEE Transactions on Vehicular Technology, and the IEEE Transactions on Parallel and Distributed Systems. His current research focuses on wireless cellular network, wireless ad hoc network, and wireless sensor network. He was a recipient of the Best Paper Award at the IEEE Wireless Communications and Networking Conference in 2008.View more

Ericsson (China) Communications Company Ltd, Beijing, China
Kangqi Liu (S’14–M’19) received the B.S. and Ph.D. degrees in electronic engineering from Shanghai Jiao Tong University, Shanghai, China, in 2013 and 2018, respectively. He is currently a System Developer with the Ericsson (China) Communications Company Ltd., Beijing, China.
His research interests include LTE and NR system design, interference management in wireless networks, network information theory, transmitter and receiver techniques for MIMO systems, advanced signal processing for wireless cooperative communication, and wireless caching.
Kangqi Liu (S’14–M’19) received the B.S. and Ph.D. degrees in electronic engineering from Shanghai Jiao Tong University, Shanghai, China, in 2013 and 2018, respectively. He is currently a System Developer with the Ericsson (China) Communications Company Ltd., Beijing, China.
His research interests include LTE and NR system design, interference management in wireless networks, network information theory, transmitter and receiver techniques for MIMO systems, advanced signal processing for wireless cooperative communication, and wireless caching.View more