Article, 2024

Energy-Efficient Communication Networks via Multiple Aerial Reconfigurable Intelligent Surfaces: DRL and Optimization Approach

IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, ISSN 0018-9545, Volume 73, 3, Pages 4277-4292, 10.1109/TVT.2023.3328636

Contributors

Aung, Pyae Sone [1] Park, Yu Min [1] Tun, Yan Kyaw [2] Han, Zhu [1] [3] [4] Hong, Choong Seon (Corresponding author) [1]

Affiliations

  1. [1] Kyung Hee Univ, Dept Comp Sci & Engn, Yongin 17104, Gyeonggi Do, South Korea
    2. [NORA names: South Korea; Asia, East; OECD];
  2. [2] Aalborg Univ, Dept Elect Syst, DK-2450 Aalborg, Denmark
    3. [NORA names: AAU Aalborg University; University; Denmark; Europe, EU; Nordic; OECD];
  3. [3] Univ Houston, Elect & Comp Engn Dept, Houston, TX 77004 USA
    4. [NORA names: United States; America, North; OECD];
  4. [4] Univ Houston, Elect & Comp Engn Dept, Houston, TX 77004 USA
    5. [NORA names: United States; America, North; OECD]

Abstract

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Keywords

Aerial reconfigurable intelligent surface (ARIS), RIS, actor-critic proximal policyoptimization (AC-PPO), deployment, phase shift, reflectingelements on/off states, successive convex optimization (SCA), transmit power optimization, unmanned aerial vehicle (UAV), whale optimization algorithm (WOA)

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