CLC number: TN92
On-line Access: 2024-08-27
Received: 2023-10-17
Revision Accepted: 2024-05-08
Crosschecked: 2018-11-27
Cited: 0
Clicked: 5785
Lu-lu Zhao, Xing-long Jiang, Li-min Li, Guo-qiang Zeng, Hui-jie Liu. Optimization of a robust collaborative-relay break beamforming design for simultaneous wireless break information and power transfer[J]. Frontiers of Information Technology & Electronic Engineering, 2018, 19(11): 1432-1443.
@article{title="Optimization of a robust collaborative-relay break beamforming design for simultaneous wireless break information and power transfer",
author="Lu-lu Zhao, Xing-long Jiang, Li-min Li, Guo-qiang Zeng, Hui-jie Liu",
journal="Frontiers of Information Technology & Electronic Engineering",
volume="19",
number="11",
pages="1432-1443",
year="2018",
publisher="Zhejiang University Press & Springer",
doi="10.1631/FITEE.1601268"
}
%0 Journal Article
%T Optimization of a robust collaborative-relay break beamforming design for simultaneous wireless break information and power transfer
%A Lu-lu Zhao
%A Xing-long Jiang
%A Li-min Li
%A Guo-qiang Zeng
%A Hui-jie Liu
%J Frontiers of Information Technology & Electronic Engineering
%V 19
%N 11
%P 1432-1443
%@ 2095-9184
%D 2018
%I Zhejiang University Press & Springer
%DOI 10.1631/FITEE.1601268
TY - JOUR
T1 - Optimization of a robust collaborative-relay break beamforming design for simultaneous wireless break information and power transfer
A1 - Lu-lu Zhao
A1 - Xing-long Jiang
A1 - Li-min Li
A1 - Guo-qiang Zeng
A1 - Hui-jie Liu
J0 - Frontiers of Information Technology & Electronic Engineering
VL - 19
IS - 11
SP - 1432
EP - 1443
%@ 2095-9184
Y1 - 2018
PB - Zhejiang University Press & Springer
ER -
DOI - 10.1631/FITEE.1601268
Abstract: We investigate a collaborative-relay beamforming design for simultaneous wireless information and power transfer. A non-robust beamforming design that assumes availability of perfect channel state information (CSI) in the relay nodes is addressed. In practical scenarios, CSI errors are usually inevitable; therefore, a robust collaborative-relay beamforming design is proposed. By applying the bisection method and the semidefinite relaxation (SDR) technique, the non-convex optimization problems of both non-robust and robust beamforming designs can be solved. Moreover, the solution returned by the SDR technique may not always be rank-one; thus, an iterative sub-gradient method is presented to acquire the rank-one solution. Simulation results show that under an imperfect CSI case, the proposed robust beamforming design can obtain a better performance than the non-robust one.
[1]Beck A, Eldar YC, 2006. Strong duality in nonconvex quadratic optimization with two quadratic constraints. SIAM J Optim, 17(3):844-860.
[2]Boyd S, Vandenberghe L, 2004. Convex Optimization. Cambridge University Press, Cambridge, UK.
[3]Chalise BK, Vandendorpe L, 2010. Optimization of MIMO relays for multipoint-to-multipoint communications: nonrobust and robust designs. IEEE Trans Signal Process, 58(12):6355-6368.
[4]Golub G, van Loan CF, 2012. Matrix Computations. Johns Hopkins University Press, Baltimore, Maryland, USA.
[5]Grant M, Boyd S, 2015. CVX: Matlab software for disciplined convex programming (Version 2.1, Build 1110). http://cvxr.com/cvx/ [Accessed on June 10, 2015].
[6]Grover P, Sahai A, 2010. Shannon meets Tesla: wireless information and power transfer. Proc IEEE Int Symp Information Theory, p.2363-2367.
[7]Havary-Nassab V, Shahbazpanahi S, Grami A, et al., 2008. Distributed beamforming for relay networks based on second-order statistics of the channel state information. IEEE Trans Signal Process, 56(9):4306-4316.
[8]Huang JL, Li QZ, Zhang Q, et al., 2014. Relay beamforming for amplify-and-forward multi-antenna relay networks with energy harvesting constraint. IEEE Signal Process Lett, 21(4):454-458.
[9]Khandaker MRA, Rong Y, 2012. Joint transceiver optimization for multiuser MIMO relay communication systems. IEEE Trans Signal Process, 60(11):5977-5986.
[10]Khandaker MRA, Wong KK, 2014. SWIPT in MISO multicasting systems. IEEE Wirel Commun Lett, 3(3):277-280.
[11]Khandaker MRA, Wong KK, 2015. Robust secrecy beamforming with energy-harvesting eavesdroppers. IEEE Wirel Commun Lett, 4(1):10-13.
[12]Kramer G, Gastpar M, Gupta P, 2005. Cooperative strategies and capacity theorems for relay networks. IEEE Trans Inform Theory, 51(9):3037-3063.
[13]Laneman JN, Tse DNC, Wornell GW, 2004. Cooperative diversity in wireless networks: efficient protocols and outage behavior. IEEE Trans Inform Theory, 50(12):3062-3080.
[14]Li GY, Ren PM, Lv GB, et al., 2014. High-rate relay beamforming for simultaneous wireless information and power transfer. Electron Lett, 50(23):1759-1761.
[15]Ng DWK, Lo ES, Schober R, 2014. Robust beamforming for secure communication in systems with wireless information and power transfer. IEEE Trans Wirel Commun, 13(8):4599-4615.
[16]Polik I, Terlaky T, 2010. Interior point methods for nonlinear optimization. In: di Pillo G, Schoen F (Eds.), Nonlinear Optimization. Springer Berlin Heidelberg.
[17]Sendonaris A, Erkip E, Aazhang B, 2003. User cooperation diversity. Part I. system description. IEEE Trans Commun, 51(11):1927-1938.
[18]Sharma V, Mukherji U, Joseph V, et al., 2010. Optimal energy management policies for energy harvesting sensor nodes. IEEE Trans Wirel Commun, 9(4):1326-1336.
[19]Shen H, Wang JH, Levy BC, et al., 2013. Robust optimization for amplify-and-forward MIMO relaying from a worst-case perspective. IEEE Trans Signal Process, 61(21):5458-5471.
[20]Tuan HD, Apkarian P, Hosoe S, et al., 2000. D.C. optimization approach to robust control: feasibility problems. Int J Contr, 73(2):89-104.
[21]Varshney LR, 2008. Transporting information and energy simultaneously. Proc IEEE Int Symp on Information Theory, p.1612-1616.
[22]Wang F, Peng T, Huang YW, et al., 2015. Robust transceiver optimization for power-splitting based downlink MISO SWIPT systems. IEEE Signal Process Lett, 22(9):1492-1496.
[23]Xiang ZZ, Tao MX, 2012. Robust beamforming for wireless information and power transmission. IEEE Wirel Commun Lett, 1(4):372-375.
[24]Xu CH, Zhang Q, Li QZ, et al., 2014. Robust transceiver design for wireless information and power transmission in underlay MIMO cognitive radio networks. IEEE Commun Lett, 18(9):1665-1668.
[25]Zhang R, Ho CK, 2013. MIMO broadcasting for simultaneous wireless information and power transfer. IEEE Trans Wirel Commun, 12(5):1989-2001.
[26]Zheng G, Wong KK, Paulraj A, 2008. Robust collaborative-relay beamforming. IEEE Trans Signal Process, 57(8): 3130-3143.
[27]Zheng G, Wong KK, Paulraj A, et al., 2009. Collaborative-relay beamforming with perfect CSI: optimum and distributed implementation. IEEE Signal Process Lett, linebreak 16(4):257-260.
Open peer comments: Debate/Discuss/Question/Opinion
<1>