On Secure Degrees of Freedom of the MIMO Interference Channel With Local Output Feedback

被引:9
作者
Zhang, Tong [1 ]
Xu, Yinfei [2 ]
Wang, Shuai [3 ,4 ]
Wen, Miaowen [5 ]
Wang, Rui [1 ]
机构
[1] Southern Univ Sci & Technol, Dept Elect & Elect Engn, Univ Key Lab Adv Wireless Commun Guangdong Prov, Shenzhen 518055, Peoples R China
[2] Southeast Univ, Sch Informat Sci & Engn, Nanjing 210096, Peoples R China
[3] Southern Univ Sci & Technol, Dept Comp Sci & Engn, Dept Elect & Elect Engn, Shenzhen 518055, Peoples R China
[4] Southern Univ Sci & Technol, Sifakis Res Inst Trustworthy Autonomous Syst, Shenzhen 518055, Peoples R China
[5] South China Univ Technol, Sch Elect & Informat Engn, Guangzhou 510641, Peoples R China
基金
中国国家自然科学基金;
关键词
MIMO communication; Interference channels; 6G mobile communication; Security; Output feedback; Decoding; Transmitting antennas; 6G-enabled Vehicles-to-Vehicles (V2V); local output feedback; multiple-input-multiple-output (MIMO) interference channel; Secure Degrees of Freedom (SDoF); VEHICULAR COMMUNICATIONS; SECRECY DEGREES; MASSIVE MIMO; DOF;
D O I
10.1109/JIOT.2021.3062880
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This article studies the problem of Sum-secure Degrees of Freedom (SDoF) of the (M, M, N, N) multiple-input-multiple-output (MIMO) interference channel with local output feedback, so as to build an information-theoretic foundation and provide practical transmission schemes for 6G-enabled Vehicles-to-Vehicles (V2V). For this problem, we propose two novel transmission schemes, i.e., the interference decoding scheme and the interference alignment scheme, and thus establish a sum-SDoF lower bound. In particular, to optimize the phase duration, we analyze the security and decoding constraints and formulate a linear-fractional optimization problem. Furthermore, we show that the derived sum-SDoF lower bound is the sum-SDoF for M <= N/2, N = M, and 2N <= M antenna configurations, and reveal that for a fixed N, the optimal M to maximize the sum-SDoF is not less than 2N. Through simulations, we examine the secure sum-rate performance of proposed transmission schemes and reveal that using local output feedback can lead to a higher secure sum-rate than that by using delayed channel state information at the transmitter (CSIT).
引用
收藏
页码:15334 / 15348
页数:15
相关论文
共 40 条
[1]   Multiple Antenna Channel Measurements for Car-to-Car Communication [J].
Adhikari, N. ;
Kumar, A. ;
Noghanian, S. .
IEEE ANTENNAS AND WIRELESS PROPAGATION LETTERS, 2016, 15 :674-677
[2]   On SDoF of Multi-Receiver Wiretap Channel With Alternating CSIT [J].
Awan, Zohaib Hassan ;
Zaidi, Abdellatif ;
Sezgin, Aydin .
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2016, 11 (08) :1791-1806
[3]   Secure Degrees of Freedom Region of Static and Time-Varying Gaussian MIMO Interference Channel [J].
Banawan, Karim ;
Ulukus, Sennur .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2019, 65 (01) :444-461
[4]   Retrospective Interference Alignment for the K-User M x N MIMO Interference Channel [J].
Castanheira, Daniel ;
Silva, Adao ;
Gameiro, Atilio .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2016, 15 (12) :8368-8379
[5]   What should 6G be? [J].
Dang, Shuping ;
Amin, Osama ;
Shihada, Basem ;
Alouini, Mohamed-Slim .
NATURE ELECTRONICS, 2020, 3 (01) :20-29
[6]  
Dosovitskiy A, 2017, PR MACH LEARN RES, V78
[7]   Achievable Sum DoF of the K-User MIMO Interference Channel With Delayed CSIT [J].
Hao, Chenxi ;
Clerckx, Bruno .
IEEE TRANSACTIONS ON COMMUNICATIONS, 2016, 64 (10) :4165-4180
[8]  
Horn R. A., 2012, Matrix Analysis, DOI [10.1017/CBO9781139020411, DOI 10.1017/CBO9781139020411]
[9]  
Huang S, 2020, RECONFIGURABLE INTEL
[10]   Adaptive Video Streaming for Massive MIMO Networks via Approximate MDP and Reinforcement Learning [J].
Lan, Qiao ;
Lv, Bojie ;
Wang, Rui ;
Huang, Kaibin ;
Gong, Yi .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2020, 19 (09) :5716-5731