4.7 Article

Toward Digitalizing the Wireless Environment: A Unified A2G Information and Energy Delivery Framework Based on Binary Channel Feature Map

期刊

IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS
卷 21, 期 8, 页码 6448-6463

出版社

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TWC.2022.3149636

关键词

Wireless communication; Planning; Array signal processing; Wireless sensor networks; Task analysis; Wearable computers; Urban areas; Binary channel feature map; A2G transmission; transmit optimization; AP position planning and real-time adjustment; user satisfaction

资金

  1. National Natural Science Foundation of China [61901519, 62071485]
  2. Basic Research Project of Jiangsu Province [BK20192002]
  3. Natural Science Foundation of Jiangsu Province [BK20201334, BK20181335]

向作者/读者索取更多资源

This paper proposes a novel binary channel feature map (CFM) concept to address the challenge of unknown propagation environment in aerial platform (AP)-assisted air-to-ground (A2G) communications. With the assistance of binary CFM, a unified framework for A2G information and energy delivery is proposed, achieving optimization of transmit parameters, AP position, and efficient delivery of information and energy.
Elevating base stations (BSs) in the air, forming what are called aerial platforms (APs), has recently been treated as a promising solution to the problems of coverage, deployment and cost savings in mobile networks. Unlike terrestrial transmission with fixed BSs, AP-assisted air-to-ground (A2G) communications require joint optimization of the transmit parameters and AP service position, which is challenging due to the unknown propagation environment in the overall flying area. In this paper, a novel binary channel feature map (CFM) concept is proposed to grant the AP knowledge of the global propagation environment. With the assistance of the binary CFM, a unified A2G information and energy delivery framework is proposed, which includes three modules, i.e., a transmit optimization and user satisfaction evaluation module, an offline AP position planning module and an online AP position adjustment module. These modules operate coordinately to jointly perform beamforming matrix optimization for information delivery, transmit covariance optimization for energy delivery, and three-dimension AP service position planning and real-time adjustment. The simulation results reveal that the proposed framework can achieve higher user satisfaction level and lower outage probability, and can result in great savings of battery power or fuel in the AP when compared with reference schemes.

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