Energy Efficient Robust Beamforming and Cooperative Jamming Design for IRS-Assisted MISO Networks

Energy-efficient design and secure communications are of crucial importance in wireless communication networks. However, the energy efficiency achieved by using physical layer security can be limited by the channel conditions. In order to tackle this problem, an intelligent reflecting surface (IRS) assisted multiple input single output (MISO) network with independent cooperative jamming is studied. The energy efficiency is maximized by jointly designing the transmit and jamming beamforming and IRS phase-shift matrix under both the perfect channel state information (CSI) and the imperfect CSI. In order to tackle the challenging non-convex fractional problems, an algorithm based on semidefinite programming (SDP) relaxation is proposed for solving energy efficiency maximization problem under the perfect CSI case while an alternate optimization algorithm based on $\mathcal{S}$-procedure is used for solving the problem under the imperfect CSI case. Simulation results demonstrate that the proposed design outperforms the benchmark schemes in term of energy efficiency. Moreover, the tradeoff between energy efficiency and the secrecy rate is found in the IRS-assisted MISO network. Furthermore, it is shown that IRS can help improve energy efficiency even with the uncertainty of the CSI.

[1]  Qingqing Wu,et al.  Wireless Powered Cooperative Jamming for Secure OFDM System , 2017, IEEE Transactions on Vehicular Technology.

[2]  Xiaobo Zhou,et al.  Enhanced Secure Wireless Information and Power Transfer via Intelligent Reflecting Surface , 2019, IEEE Communications Letters.

[3]  Haijian Sun,et al.  Joint Offloading and Computation Energy Efficiency Maximization in a Mobile Edge Computing System , 2019, IEEE Transactions on Vehicular Technology.

[4]  Walid Saad,et al.  A Vision of 6G Wireless Systems: Applications, Trends, Technologies, and Open Research Problems , 2019, IEEE Network.

[5]  Julian Cheng,et al.  Robust MISO Beamforming With Cooperative Jamming for Secure Transmission From Perspectives of QoS and Secrecy Rate , 2018, IEEE Transactions on Communications.

[6]  Yupeng Liu,et al.  Destination assisted cooperative jamming for wireless physical layer security , 2012, 2012 IEEE International Workshop on Information Forensics and Security (WIFS).

[7]  Xinyi Le,et al.  A Two-Time-Scale Neurodynamic Approach to Constrained Minimax Optimization , 2017, IEEE Transactions on Neural Networks and Learning Systems.

[8]  Fuhui Zhou,et al.  Fair Resource Allocation in an MEC-Enabled Ultra-Dense IoT Network with NOMA , 2019, 2019 IEEE International Conference on Communications Workshops (ICC Workshops).

[9]  Robert Schober,et al.  Enabling Secure Wireless Communications via Intelligent Reflecting Surfaces , 2019, 2019 IEEE Global Communications Conference (GLOBECOM).

[10]  Xiaochen Liu,et al.  Distributionally Robust Optimization for Secure Transmission With Assisting Jammer in MISO Downlink Networks , 2019, IEEE Communications Letters.

[11]  Qian Liu,et al.  Symbol-Level Precoding Design for IRS-assisted MU-MISO Systems , 2020, 2020 IEEE Wireless Communications and Networking Conference (WCNC).

[12]  Zhi-Quan Luo,et al.  Semidefinite Relaxation of Quadratic Optimization Problems , 2010, IEEE Signal Processing Magazine.

[13]  Mohamed-Slim Alouini,et al.  On the Jamming Power Allocation for Secure Amplify-and-Forward Relaying via Cooperative Jamming , 2013, IEEE Journal on Selected Areas in Communications.

[14]  Chau Yuen,et al.  Energy Efficient Multi-User MISO Communication Using Low Resolution Large Intelligent Surfaces , 2018, 2018 IEEE Globecom Workshops (GC Wkshps).

[15]  Yongpeng Wu,et al.  Secure Transmission Strategy for Intelligent Reflecting Surface Enhanced Wireless System , 2019, 2019 11th International Conference on Wireless Communications and Signal Processing (WCSP).

[16]  Fuhui Zhou,et al.  Robust AN-Aided Beamforming and Power Splitting Design for Secure MISO Cognitive Radio With SWIPT , 2016, IEEE Transactions on Wireless Communications.

[17]  Liran Ma,et al.  An Intermittent Cooperative Jamming Strategy for Securing Energy-Constrained Networks , 2019, IEEE Transactions on Communications.

[18]  Rose Qingyang Hu,et al.  Energy-Efficient Beamforming and Cooperative Jamming in IRS-Assisted MISO Networks , 2020, ICC 2020 - 2020 IEEE International Conference on Communications (ICC).

[19]  H. Vincent Poor,et al.  Securing Downlink Massive MIMO-NOMA Networks With Artificial Noise , 2019, IEEE Journal of Selected Topics in Signal Processing.

[20]  Alessio Zappone,et al.  Holographic MIMO Surfaces for 6G Wireless Networks: Opportunities, Challenges, and Trends , 2020, IEEE Wireless Communications.

[21]  Kezhi Wang,et al.  Intelligent Reflecting Surface Aided Multigroup Multicast MISO Communication Systems , 2020, IEEE Transactions on Signal Processing.

[22]  Chau Yuen,et al.  Reconfigurable Intelligent Surfaces for Energy Efficiency in Wireless Communication , 2018, IEEE Transactions on Wireless Communications.

[23]  Jiaheng Wang,et al.  Spectral and Energy Efficiency Tradeoff for Massive MIMO , 2018, IEEE Transactions on Vehicular Technology.

[24]  Adnan Yazici,et al.  Robust Design for MISO SWIPT System with Artificial Noise and Cooperative Jamming , 2017, GLOBECOM 2017 - 2017 IEEE Global Communications Conference.

[25]  Yuzhen Huang,et al.  Robust Secrecy Beamforming and Power-Splitting Design for Multiuser MISO Downlink With SWIPT , 2019, IEEE Systems Journal.

[26]  Wei Yu,et al.  Fractional Programming for Communication Systems—Part I: Power Control and Beamforming , 2018, IEEE Transactions on Signal Processing.

[27]  Dongtang Ma,et al.  Adaptive Limited Feedback for MISO Wiretap Channels With Cooperative Jamming , 2013, IEEE Transactions on Signal Processing.

[28]  Stéphane Y. Le Goff,et al.  Robust Beamforming Techniques for MISO Secrecy Communication with a Cooperative Jammer , 2015, 2015 IEEE 81st Vehicular Technology Conference (VTC Spring).

[29]  Qiang Ni,et al.  Robust Transmit Designs for Secrecy Rate Constrained MISO NOMA System , 2018, 2018 IEEE 29th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC).

[30]  Lajos Hanzo,et al.  Artificial Noise Aided Secure Cognitive Beamforming for Cooperative MISO-NOMA Using SWIPT , 2018, IEEE Journal on Selected Areas in Communications.

[31]  Rose Qingyang Hu,et al.  An energy efficient and spectrum efficient wireless heterogeneous network framework for 5G systems , 2014, IEEE Communications Magazine.

[32]  Il-Min Kim,et al.  Optimal Cooperative Jamming for Multiuser Broadcast Channel with Multiple Eavesdroppers , 2013, IEEE Transactions on Wireless Communications.

[33]  Rui Zhang,et al.  Spatial Throughput Characterization for Intelligent Reflecting Surface Aided Multiuser System , 2020, IEEE Wireless Communications Letters.

[34]  Emil Björnson,et al.  Globally Optimal Energy-Efficient Power Control and Receiver Design in Wireless Networks , 2016, IEEE Transactions on Signal Processing.

[35]  Derrick Wing Kwan Ng,et al.  Secure Massive MIMO Transmission With an Active Eavesdropper , 2015, IEEE Transactions on Information Theory.

[36]  Derrick Wing Kwan Ng,et al.  Resource Allocation for Secure IRS-Assisted Multiuser MISO Systems , 2019, 2019 IEEE Globecom Workshops (GC Wkshps).

[37]  Qingqing Wu,et al.  Intelligent Reflecting Surface Enhanced Wireless Network via Joint Active and Passive Beamforming , 2018, IEEE Transactions on Wireless Communications.

[38]  Qingqing Wu,et al.  Intelligent Reflecting Surface Enhanced Wireless Network: Joint Active and Passive Beamforming Design , 2018, 2018 IEEE Global Communications Conference (GLOBECOM).

[39]  Rui Zhang,et al.  Towards Smart and Reconfigurable Environment: Intelligent Reflecting Surface Aided Wireless Network , 2019, IEEE Communications Magazine.

[40]  Shi Jin,et al.  Data-Aided Secure Massive MIMO Transmission Under the Pilot Contamination Attack , 2019, IEEE Transactions on Communications.

[41]  Victor C. M. Leung,et al.  Secure Resource Allocation for OFDMA Two-Way Relay Wireless Sensor Networks Without and With Cooperative Jamming , 2016, IEEE Transactions on Industrial Informatics.

[42]  Derrick Wing Kwan Ng,et al.  Energy Efficiency in Secure IRS-Aided SWIPT , 2020, IEEE Wireless Communications Letters.

[43]  Wei-Ping Zhu,et al.  Robust Cooperative Secure Beamforming for Simultaneous Wireless Information and Power Transfer in Amplify-and-Forward Relay Networks , 2017, IEEE Transactions on Vehicular Technology.

[44]  Qingqing Wu,et al.  Beamforming Optimization for Wireless Network Aided by Intelligent Reflecting Surface With Discrete Phase Shifts , 2019, IEEE Transactions on Communications.

[45]  Ya-Feng Liu,et al.  Transmit Solutions for MIMO Wiretap Channels using Alternating Optimization , 2013, IEEE Journal on Selected Areas in Communications.

[46]  Qingqing Wu,et al.  Intelligent Reflecting Surface Assisted Secrecy Communication: Is Artificial Noise Helpful or Not? , 2019, IEEE Wireless Communications Letters.

[47]  Yiyang Pei,et al.  Secure communication over MISO cognitive radio channels , 2010, IEEE Transactions on Wireless Communications.

[48]  Jie Chen,et al.  Intelligent Reflecting Surface: A Programmable Wireless Environment for Physical Layer Security , 2019, IEEE Access.

[49]  Eduard A. Jorswieck,et al.  Energy Efficiency in Wireless Networks via Fractional Programming Theory , 2015, Found. Trends Commun. Inf. Theory.

[50]  Pei Xiao,et al.  Intelligent Reflecting Surface Aided Multi-Antenna Secure Transmission , 2020, IEEE Wireless Communications Letters.

[51]  Rui Zhang,et al.  Hybrid Active/Passive Wireless Network Aided by Intelligent Reflecting Surface: System Modeling and Performance Analysis , 2020, IEEE Transactions on Wireless Communications.

[52]  Wei Xu,et al.  Secrecy Rate Maximization for Intelligent Reflecting Surface Assisted Multi-Antenna Communications , 2019, IEEE Communications Letters.

[53]  Zhiguo Ding,et al.  Energy Efficiency of Cooperative Jamming Strategies in Secure Wireless Networks , 2012, IEEE Transactions on Wireless Communications.

[54]  Chau Yuen,et al.  Indoor Signal Focusing with Deep Learning Designed Reconfigurable Intelligent Surfaces , 2019, 2019 IEEE 20th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC).

[55]  Jia Zhu,et al.  Secrecy Energy Efficiency Optimization for Artificial Noise Aided Physical-Layer Security in OFDM-Based Cognitive Radio Networks , 2018, IEEE Transactions on Vehicular Technology.

[56]  A. Lee Swindlehurst,et al.  Robust Secure Transmission in MISO Channels Based on Worst-Case Optimization , 2011, IEEE Transactions on Signal Processing.