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[Author] Haiyang ZHANG(2hit)

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  • Sampling Set Selection for Bandlimited Signals over Perturbed Graph

    Pei LI  Haiyang ZHANG  Fan CHU  Wei WU  Juan ZHAO  Baoyun WANG  

     
    LETTER-Graphs and Networks

      Vol:
    E103-A No:6
      Page(s):
    845-849

    This paper proposes a sampling strategy for bandlimited graph signals over perturbed graph, in which we assume the edge between any pair of the nodes may be deleted randomly. Considering the mismatch between the true graph and the presumed graph, we derive the mean square error (MSE) of the reconstructed bandlimited graph signals. To minimize the MSE, we propose a greedy-based algorithm to obtain the optimal sampling set. Furthermore, we use Neumann series to avoid the pseudo-inverse computing. An efficient algorithm with low-complexity is thus proposed. Finally, numerical results show the superiority of our proposed algorithms over the other existing algorithms.

  • Secrecy Energy Efficiency Optimization for MIMO SWIPT Systems

    Yewang QIAN  Tingting ZHANG  Haiyang ZHANG  

     
    LETTER-Communication Theory and Signals

      Vol:
    E101-A No:7
      Page(s):
    1141-1145

    In this letter, we consider a multiple-input multiple-output (MIMO) simultaneous wireless information and power transfer (SWIPT) system, in which the confidential message intended for the information receiver (IR) should be kept secret from the energy receiver (ER). Our goal is to design the optimal transmit covariance matrix so as to maximize the secrecy energy efficiency (SEE) of the system while guaranteeing the secrecy rate, energy harvesting and transmit power constraints. To deal with the original non-convex optimization problem, we propose an alternating optimization (AO)- based algorithm and also prove its convergence. Simulation results show that the proposed algorithm outperforms conventional design methods in terms of SEE.